Peter H. N. de With

Orcid: 0000-0002-7639-7716

Affiliations:
  • Eindhoven University of Technology, Netherlands


According to our database1, Peter H. N. de With authored at least 463 papers between 1990 and 2025.

Collaborative distances:

Awards

IEEE Fellow

IEEE Fellow 2007, "For contributions to compression techniques and architecture of television and recording systems".

Timeline

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Bibliography

2025
Will Transformers change gastrointestinal endoscopic image analysis? A comparative analysis between CNNs and Transformers, in terms of performance, robustness and generalization.
Medical Image Anal., 2025

2024
Supervised Representation Learning Towards Generalizable Assembly State Recognition.
IEEE Robotics Autom. Lett., November, 2024

Advancing 6-DoF Instrument Pose Estimation in Variable X-Ray Imaging Geometries.
IEEE Trans. Image Process., 2024

Robustness evaluation of deep neural networks for endoscopic image analysis: Insights and strategies.
Medical Image Anal., 2024

Foundation models in gastrointestinal endoscopic AI: Impact of architecture, pre-training approach and data efficiency.
Medical Image Anal., 2024

MTFL: Multi-Timescale Feature Learning for Weakly-Supervised Anomaly Detection in Surveillance Videos.
CoRR, 2024

Can Your Generative Model Detect Out-of-Distribution Covariate Shift?
CoRR, 2024

Find the Assembly Mistakes: Error Segmentation for Industrial Applications.
CoRR, 2024

IndustReal: A Dataset for Procedure Step Recognition Handling Execution Errors in Egocentric Videos in an Industrial-Like Setting.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024

Automated Camera Calibration via Homography Estimation with GNNs.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024


Automated Generation of Instance Segmentation Labels for Traffic Surveillance Models.
Proceedings of the 19th International Joint Conference on Computer Vision, 2024

Optimizing Multi-expert Consensus for Classification and Precise Localization of Barrett's Neoplasia.
Proceedings of the Cancer Prevention, Detection, and Intervention - Third MICCAI Workshop, 2024

Exploring the Effect of Dataset Diversity in Self-supervised Learning for Surgical Computer Vision.
Proceedings of the Data Engineering in Medical Imaging - Second MICCAI Workshop, 2024

Multi-center Ovarian Tumor Classification Using Hierarchical Transformer-Based Multiple-Instance Learning.
Proceedings of the Cancer Prevention, Detection, and Intervention - Third MICCAI Workshop, 2024

Typicality Excels Likelihood for Unsupervised Out-of-Distribution Detection in Medical Imaging.
Proceedings of the Uncertainty for Safe Utilization of Machine Learning in Medical Imaging, 2024

Automated Surgical Urethral Length Estimation for Robot-Assisted Radical Prostatectomy.
Proceedings of the IEEE International Symposium on Biomedical Imaging, 2024

Effect of Post-Training Pruning and Quantization on Endoscopic Computer-Aided Diagnosis Models.
Proceedings of the IEEE International Symposium on Biomedical Imaging, 2024

Retaining Informative Latent Variables in Probabilistic Segmentation.
Proceedings of the IEEE International Conference on Acoustics, 2024

Evaluating Confidence Calibration in Endoscopic Diagnosis Models.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

uTRAND: Unsupervised Anomaly Detection in Traffic Trajectories.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023
A Signal Processing Interpretation of Noise-Reduction Convolutional Neural Networks: Exploring the mathematical formulation of encoding-decoding CNNs.
IEEE Signal Process. Mag., November, 2023

Performance-Efficiency Comparisons of Channel Attention Modules for ResNets.
Neural Process. Lett., October, 2023

Enhanced camera-based individual pig detection and tracking for smart pig farms.
Comput. Electron. Agric., August, 2023

Medical instrument detection in ultrasound: a review.
Artif. Intell. Rev., May, 2023

Homography Estimation in Complex Topological Scenes.
CoRR, 2023

Investigating and Improving Latent Density Segmentation Models for Aleatoric Uncertainty Quantification in Medical Imaging.
CoRR, 2023

A signal processing interpretation of noise-reduction convolutional neural networks.
CoRR, 2023

Beyond Action Recognition: Extracting Meaningful Information from Procedure Recordings.
Proceedings of the IEEE Conference on Virtual Reality and 3D User Interfaces Abstracts and Workshops, 2023

The Effect of Covariate Shift and Network Training on Out-of-Distribution Detection.
Proceedings of the 18th International Joint Conference on Computer Vision, 2023

Robust Path Planning in the Wild for Automatic Look-Ahead Camera Control.
Proceedings of the 18th International Joint Conference on Computer Vision, 2023

Advancing Abdominal Organ and PDAC Segmentation Accuracy with Task-Specific Interactive Models.
Proceedings of the Applications of Medical Artificial Intelligence, 2023

CNNs vs. Transformers: Performance and Robustness in Endoscopic Image Analysis.
Proceedings of the Applications of Medical Artificial Intelligence, 2023

Investigating the Impact of Image Quality on Endoscopic AI Model Performance.
Proceedings of the Applications of Medical Artificial Intelligence, 2023

Probabilistic 3D segmentation for aleatoric uncertainty quantification in full 3D medical data.
Proceedings of the Medical Imaging 2023: Computer-Aided Diagnosis, San Diego, 2023

How does image quality affect computer-aided diagnosis of colorectal polyps?
Proceedings of the Medical Imaging 2023: Computer-Aided Diagnosis, San Diego, 2023

Real-time Barrett's neoplasia characterization in NBI videos using an int8-based quantized neural network.
Proceedings of the Medical Imaging 2023: Computer-Aided Diagnosis, San Diego, 2023

Clinical segmentation for improved pancreatic ductal adenocarcinoma detection and segmentation.
Proceedings of the Medical Imaging 2023: Computer-Aided Diagnosis, San Diego, 2023

Effect of domain-specific self-supervised pretraining on predictive uncertainty for colorectal polyp characterization.
Proceedings of the Medical Imaging 2023: Computer-Aided Diagnosis, San Diego, 2023

Barrett's lesion detection using a minimal integer-based neural network for embedded systems integration.
Proceedings of the Medical Imaging 2023: Computer-Aided Diagnosis, San Diego, 2023

Homography Estimation for Camera Calibration in Complex Topological Scenes.
Proceedings of the IEEE Intelligent Vehicles Symposium, 2023

Detection of object throwing behavior in surveillance videos.
Proceedings of the Image Processing: Algorithms and Systems XXI, 2023

Segmentation-based Assessment of Tumor-Vessel Involvement for Surgical Resectability Prediction of Pancreatic Ductal Adenocarcinoma.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Transformer-based Fusion of 2D-pose and Spatio-temporal Embeddings for Distracted Driver Action Recognition.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

DL-based floorplan generation from noisy point clouds.
Proceedings of the 3D Imaging and Applications 2021, 2023

2022
Noise Reduction in CT Using Learned Wavelet-Frame Shrinkage Networks.
IEEE Trans. Medical Imaging, 2022

Medical Instrument Segmentation in 3D US by Hybrid Constrained Semi-Supervised Learning.
IEEE J. Biomed. Health Informatics, 2022

Toward Multilabel Image Retrieval for Remote Sensing.
IEEE Trans. Geosci. Remote. Sens., 2022

Depth estimation from a single SEM image using pixel-wise fine-tuning with multimodal data.
Mach. Vis. Appl., 2022

Weakly-supervised learning for catheter segmentation in 3D frustum ultrasound.
Comput. Medical Imaging Graph., 2022

3D Detection of Vehicles from 2D Images in Traffic Surveillance.
Proceedings of the 17th International Joint Conference on Computer Vision, 2022

Video-based Detection and Tracking with Improved Re-Identification Association for Pigs and Laying Hens in Farms.
Proceedings of the 17th International Joint Conference on Computer Vision, 2022

Critical Vehicle Detection for Intelligent Transportation Systems.
Proceedings of the 8th International Conference on Vehicle Technology and Intelligent Transport Systems, 2022

Towards real-time 6D pose estimation of objects in single-view cone-beam x-ray.
Proceedings of the Medical Imaging 2022: Image-Guided Procedures, 2022

Improved Pancreatic Tumor Detection by Utilizing Clinically-Relevant Secondary Features.
Proceedings of the Cancer Prevention Through Early Detection, 2022

Efficient Out-of-Distribution Detection of Melanoma with Wavelet-Based Normalizing Flows.
Proceedings of the Cancer Prevention Through Early Detection, 2022

A CAD System for Real-Time Characterization of Neoplasia in Barrett's Esophagus NBI Videos.
Proceedings of the Cancer Prevention Through Early Detection, 2022

Robust Colorectal Polyp Characterization Using a Hybrid Bayesian Neural Network.
Proceedings of the Cancer Prevention Through Early Detection, 2022

Comparing Training Strategies Using Multi-Assessor Segmentation Labels for Barrett's Neoplasia Detection.
Proceedings of the Cancer Prevention Through Early Detection, 2022

Efficient endoscopic frame informativeness assessment by reusing the encoder of the primary CAD task.
Proceedings of the Medical Imaging 2022: Computer-Aided Diagnosis, San Diego, 2022

Colorectal polyp classification using confidence-calibrated convolutional neural networks.
Proceedings of the Medical Imaging 2022: Computer-Aided Diagnosis, San Diego, 2022

Optimizing Train-Test Data for Person Re-Identification in Real-World Applications.
Proceedings of the ICMVA 2022: The 5th International Conference on Machine Vision and Applications, Singapore, February 18, 2022

Floor-plan generation from noisy point clouds.
Proceedings of the Fifteenth International Conference on Machine Vision, 2022

Identification of patients at risk of cardiac conduction diseases requiring a permanent pacemaker following TAVI procedure: a deep-learning approach on ECG signals.
Proceedings of the ICBET 2022: 12th International Conference on Biomedical Engineering and Technology, Tokyo, Japan, April 20, 2022

Semi-automated Generation of Accurate Ground-Truth for 3D Object Detection.
Proceedings of the Computer Vision, Imaging and Computer Graphics Theory and Applications, 2022

Density-Guided Label Smoothing for Temporal Localization of Driving Actions.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2022

2021
ASTEROIDS: A Stixel Tracking Extrapolation-Based Relevant Obstacle Impact Detection System.
IEEE Trans. Intell. Veh., 2021

Infant Facial Expression Analysis: Towards a Real-Time Video Monitoring System Using R-CNN and HMM.
IEEE J. Biomed. Health Informatics, 2021

Image Noise Reduction Based on a Fixed Wavelet Frame and CNNs Applied to CT.
IEEE Trans. Image Process., 2021

Efficient Medical Instrument Detection in 3D Volumetric Ultrasound Data.
IEEE Trans. Biomed. Eng., 2021

Multi-Camera Vessel-Speed Enforcement by Enhancing Detection and Re-Identification Techniques.
Sensors, 2021

Maritime vessel re-identification: novel VR-VCA dataset and a multi-branch architecture MVR-net.
Mach. Vis. Appl., 2021

Efficient and Robust Instrument Segmentation in 3D Ultrasound Using Patch-of-Interest-FuseNet with Hybrid Loss.
Medical Image Anal., 2021

Mask-MCNet: Tooth instance segmentation in 3D point clouds of intra-oral scans.
Neurocomputing, 2021

Improving Aleatoric Uncertainty Quantification in Multi-Annotated Medical ImageSegmentation with Normalizing Flows.
CoRR, 2021

Automatic image and text-based description for colorectal polyps using BASIC classification.
Artif. Intell. Medicine, 2021

Dual CNN-based Face Tracking Algorithm for an Automated Infant Monitoring System.
Proceedings of the 16th International Joint Conference on Computer Vision, 2021

Automated Infant Monitoring based on R-CNN and HMM.
Proceedings of the 16th International Joint Conference on Computer Vision, 2021

Iterative reconstruction anti-correlated ROF model for noise reduction in dual-energy CBCT imaging.
Proceedings of the Medical Imaging 2021: Image Processing, Online, February 15-19, 2021, 2021

Fast tissue detection in volumetric laser endomicroscopy using convolutional neural networks: an object-detection approach.
Proceedings of the Medical Imaging 2021: Image Processing, Online, February 15-19, 2021, 2021

Augmented-reality visualization for improved patient positioning workflow during MR-HIFU therapy.
Proceedings of the Medical Imaging 2021: Image-Guided Procedures, 2021

Hyperspectral imaging for tissue classification in glioblastoma tumor patients: a deep spectral-spatial approach.
Proceedings of the Medical Imaging 2021: Image-Guided Procedures, 2021

Improving Aleatoric Uncertainty Quantification in Multi-annotated Medical Image Segmentation with Normalizing Flows.
Proceedings of the Uncertainty for Safe Utilization of Machine Learning in Medical Imaging, and Perinatal Imaging, Placental and Preterm Image Analysis, 2021

Tissue-border detection in volumetric laser endomicroscopy using bi-directional gated recurrent neural networks.
Proceedings of the Medical Imaging 2021: Computer-Aided Diagnosis, 2021

Video-based infant monitoring using a CNN-LSTM scheme.
Proceedings of the Medical Imaging 2021: Computer-Aided Diagnosis, 2021

Triplet network for classification of benign and pre-malignant polyps.
Proceedings of the Medical Imaging 2021: Computer-Aided Diagnosis, 2021

Evaluation of a non-contact Photo-Plethysmographic Imaging (iPPG) system for peripheral arterial disease assessment.
Proceedings of the Medical Imaging 2021: Biomedical Applications in Molecular, 2021

Real-Time Vehicle Orientation Classification and Viewpoint-Aware Vehicle Re-Identification.
Proceedings of the Image Processing: Algorithms and Systems XIX, 2021

Depth estimation from a single CD-SEM image using domain adaptation with multimodal data.
Proceedings of the Fourteenth International Conference on Machine Vision, 2021

Evaluating Self-Supervised Learning Methods for Downstream Classification of Neoplasia in Barrett's Esophagus.
Proceedings of the 2021 IEEE International Conference on Image Processing, 2021

Safe Fakes: Evaluating Face Anonymizers for Face Detectors.
Proceedings of the 16th IEEE International Conference on Automatic Face and Gesture Recognition, 2021

Conditional Generative Adversarial Networks for low-dose CT image denoising aiming at preservation of critical image content.
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

TIED: A Cycle Consistent Encoder-Decoder Model for Text-to-Image Retrieval.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2021

Towards Scalable Abnormal Behavior Detection in Automated Surveillance.
Proceedings of the 4th International Conference on Artificial Intelligence for Industries, 2021

Semantic 3D Indoor Reconstruction with Stereo Camera Imaging.
Proceedings of the 3D Imaging and Applications 2021, online, January 11-28, 2021, 2021

2020
Infant Monitoring System for Real-Time and Remote Discomfort Detection.
IEEE Trans. Consumer Electron., 2020

Towards Optical Imaging for Spine Tracking without Markers in Navigated Spine Surgery.
Sensors, 2020

Hyperspectral Imaging for Glioblastoma Surgery: Improving Tumor Identification Using a Deep Spectral-Spatial Approach.
Sensors, 2020

Improving Temporal Stability and Accuracy for Endoscopic Video Tissue Classification Using Recurrent Neural Networks.
Sensors, 2020

Modeling clinical assessor intervariability using deep hypersphere encoder-decoder networks.
Neural Comput. Appl., 2020

Toward robust multitype and orientation detection of vessels in maritime surveillance.
J. Electronic Imaging, 2020

Medical Instrument Detection in Ultrasound-Guided Interventions: A Review.
CoRR, 2020

Contextual Pyramid Attention Network for Building Segmentation in Aerial Imagery.
CoRR, 2020

Adversarial Loss for Semantic Segmentation of Aerial Imagery.
CoRR, 2020

Deep principal dimension encoding for the classification of early neoplasia in Barrett's Esophagus with volumetric laser endomicroscopy.
Comput. Medical Imaging Graph., 2020

Multi-stage domain-specific pretraining for improved detection and localization of Barrett's neoplasia: A comprehensive clinically validated study.
Artif. Intell. Medicine, 2020

Efficient Decoder Reduction for a Variety of Encoder-Decoder Problems.
IEEE Access, 2020

SSD-ML: Hierarchical Object Classification for Traffic Surveillance.
Proceedings of the 15th International Joint Conference on Computer Vision, 2020

Multi-Branch Convolutional Descriptors for Content-based Remote Sensing Image Retrieval.
Proceedings of the 15th International Joint Conference on Computer Vision, 2020

Vessel-speed Enforcement System by Multi-camera Detection and Re-identification.
Proceedings of the 15th International Joint Conference on Computer Vision, 2020

Dual-Energy CBCT Pre-Spectral-Decomposition Filtering with Wavelet Shrinkage Networks.
Proceedings of the 30th IEEE International Workshop on Machine Learning for Signal Processing, 2020

Influence of decoder size for binary segmentation tasks in medical imaging.
Proceedings of the Medical Imaging 2020: Image Processing, 2020

Detection of frame informativeness in endoscopic videos using image quality and recurrent neural networks.
Proceedings of the Medical Imaging 2020: Image Processing, 2020

Feasibility study of catheter segmentation in 3D Frustum ultrasounds by DCNN.
Proceedings of the Medical Imaging 2020: Image-Guided Procedures, 2020

Automated classification of brain tissue: comparison between hyperspectral imaging and diffuse reflectance spectroscopy.
Proceedings of the Medical Imaging 2020: Image-Guided Procedures, 2020

Deep Q-Network-Driven Catheter Segmentation in 3D US by Hybrid Constrained Semi-supervised Learning and Dual-UNet.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020

The field effect in Barrett's Esophagus: a macroscopic view using white light endoscopy and deep learning.
Proceedings of the Medical Imaging 2020: Computer-Aided Diagnosis, 2020

Automated discomfort detection for premature infants in NICU using time-frequency feature-images and CNNs.
Proceedings of the Medical Imaging 2020: Computer-Aided Diagnosis, 2020

First steps into endoscopic video analysis for Barrett's cancer detection: challenges and opportunities.
Proceedings of the Medical Imaging 2020: Computer-Aided Diagnosis, 2020

Robust Algorithm for Denoising of Photon-Limited Dual-Energy Cone Beam CT Projections.
Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020

Introducing Scene Understanding to Person Re-Identification using a Spatio-Temporal Multi-Camera Model.
Proceedings of the Image Processing: Algorithms and Systems XVIII, 2020

Multiscale Convolutional Descriptor Aggregation for Visual Place Recognition.
Proceedings of the Image Processing: Algorithms and Systems XVIII, 2020

Infant Monitoring System for Real-Time and Remote Discomfort Detection.
Proceedings of the 2020 IEEE International Conference on Consumer Electronics (ICCE), 2020

Gradient Boosting on Decision Trees for Mortality Prediction in Transcatheter Aortic Valve Implantation.
Proceedings of the 10th International Conference on Biomedical Engineering and Technology, 2020

Hierarchical Object Detection and Classification Using SSD Multi-Loss.
Proceedings of the Computer Vision, Imaging and Computer Graphics Theory and Applications, 2020

Hyperspectral imaging for colon cancer classification in surgical specimens: towards optical biopsy during image-guided surgery.
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020

Real-time Small-object Change Detection from Ground Vehicles Using a Siamese Convolutional Neural Network.
Proceedings of the Intelligent Robotics and Industrial Applications using Computer Vision 2020, 2020

Rare-Class Extraction Using Cascaded Pretrained Networks Applied to Crane Classification.
Proceedings of the Intelligent Robotics and Industrial Applications using Computer Vision 2020, 2020

Dual Embedding Expansion for Vehicle Re-identification.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Inter-Center Cross-Validation and Finetuning without Patient Data Sharing for Predicting Transcatheter Aortic Valve Implantation Outcome.
Proceedings of the 33rd IEEE International Symposium on Computer-Based Medical Systems, 2020

2019
Aggregated Deep Local Features for Remote Sensing Image Retrieval.
Remote. Sens., 2019

Video-based discomfort detection for infants.
Mach. Vis. Appl., 2019

Development and analysis of a real-time system for automated detection of improvised explosive device indicators from ground vehicles.
J. Electronic Imaging, 2019

Catheter localization in 3D ultrasound using voxel-of-interest-based ConvNets for cardiac intervention.
Int. J. Comput. Assist. Radiol. Surg., 2019

Tissue segmentation in volumetric laser endomicroscopy data using FusionNet and a domain-specific loss function.
Proceedings of the Medical Imaging 2019: Image Processing, 2019

Robust discomfort detection for infants using an unsupervised roll estimation.
Proceedings of the Medical Imaging 2019: Image Processing, 2019

Automated tumor assessment of squamous cell carcinoma on tongue cancer patients with hyperspectral imaging.
Proceedings of the Medical Imaging 2019: Image-Guided Procedures, 2019

Image fusion on the endoscopic view for endo-nasal skull-base surgery.
Proceedings of the Medical Imaging 2019: Image-Guided Procedures, 2019

Cancer detection in mass spectrometry imaging data by dilated convolutional neural networks.
Proceedings of the Medical Imaging 2019: Digital Pathology, 2019

Deep Learning Approach to Semantic Segmentation in 3D Point Cloud Intra-oral Scans of Teeth.
Proceedings of the International Conference on Medical Imaging with Deep Learning, 2019

Mask-MCNet: Instance Segmentation in 3D Point Cloud of Intra-oral Scans.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019

Transferring from ex-vivo to in-vivo: Instrument Localization in 3D Cardiac Ultrasound Using Pyramid-UNet with Hybrid Loss.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019

Pseudo-labeled Bootstrapping and Multi-stage Transfer Learning for the Classification and Localization of Dysplasia in Barrett's Esophagus.
Proceedings of the Machine Learning in Medical Imaging - 10th International Workshop, 2019

Computer-aided classification of colorectal polyps using blue-light and linked-color imaging.
Proceedings of the Medical Imaging 2019: Computer-Aided Diagnosis, San Diego, 2019

A novel clinical gland feature for detection of early Barrett's neoplasia using volumetric laser endomicroscopy.
Proceedings of the Medical Imaging 2019: Computer-Aided Diagnosis, San Diego, 2019

Dose distribution as outcome predictor for Gamma Knife radiosurgery on vestibular schwannoma.
Proceedings of the Medical Imaging 2019: Computer-Aided Diagnosis, San Diego, 2019

Cancer Detection in Mass Spectrometry Imaging Data by Recurrent Neural Networks.
Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019

Improving Catheter Segmentation & Localization in 3D Cardiac Ultrasound Using Direction-Fused Fcn.
Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019

Deep Learning Biopsy Marking of Early Neoplasia in Barrett's Esophagus by Combining WLE and BLI Modalities.
Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019

Multi-Modal Classification of Polyp Malignancy using CNN Features with Balanced Class Augmentation.
Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019

LiDAR assisted large-scale privacy protection in street view cycloramas.
Proceedings of the Image Processing: Algorithms and Systems XVII, 2019

Improving person re-identification performance by customized dataset and person detection.
Proceedings of the Image Processing: Algorithms and Systems XVII, 2019

Multi-Class detection and orientation recognition of vessels in maritime surveillance.
Proceedings of the Image Processing: Algorithms and Systems XVII, 2019

Improving open-set person re-identification by statistics-driven gallery refinement.
Proceedings of the Twelfth International Conference on Machine Vision, 2019

Automated Catheter Localization in Volumetric Ultrasound Using 3D Patch-Wise U-Net with Focal Loss.
Proceedings of the 2019 IEEE International Conference on Image Processing, 2019

Efficient Catheter Segmentation in 3D Cardiac Ultrasound using Slice-Based FCN With Deep Supervision and F-Score Loss.
Proceedings of the 2019 IEEE International Conference on Image Processing, 2019

Informative Frame Classification of Endoscopic Videos Using Convolutional Neural Networks and Hidden Markov Models.
Proceedings of the 2019 IEEE International Conference on Image Processing, 2019

Image Features for Automated Colorectal Polyp Classification Based on Clinical Prediction Models.
Proceedings of the 2019 IEEE International Conference on Image Processing, 2019

Towards Parameter-Optimized Vessel Re-identification Based on IORnet.
Proceedings of the Computational Science - ICCS 2019, 2019

Automatic and Continuous Discomfort Detection for Premature Infants in a NICU Using Video-Based Motion Analysis.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

Towards non-invasive patient tracking: optical image analysis for spine tracking during spinal surgery procedures.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

Improved 3D Scene Modeling for Image Registration in Change Detection.
Proceedings of the Intelligent Robotics and Industrial Applications using Computer Vision 2019, 2019

ECDNet: Efficient Siamese Convolutional Network for Real-Time Small Object Change Detection from Ground Vehicles.
Proceedings of the Intelligent Robotics and Industrial Applications using Computer Vision 2019, 2019

Change Detection in Cadastral 3D Models and Point Clouds and Its Use for Improved Texturing.
Proceedings of the Intelligent Robotics and Industrial Applications using Computer Vision 2019, 2019

From stixels to asteroids: Towards a collision warning system using stereo vision.
Proceedings of the Autonomous Vehicles and Machines 2019, 2019

Privacy Protection in Street-View Panoramas Using Depth and Multi-View Imagery.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

2018
Semiautomatic training and evaluation of a learning-based vehicle make and model recognition system.
J. Electronic Imaging, 2018

Bootstrapped CNNs for Building Segmentation on RGB-D Aerial Imagery.
CoRR, 2018

Predictive features for early cancer detection in Barrett's esophagus using Volumetric Laser Endomicroscopy.
Comput. Medical Imaging Graph., 2018

Robust and semantic needle detection in 3D ultrasound using orthogonal-plane convolutional neural networks.
Int. J. Comput. Assist. Radiol. Surg., 2018

Ship Detection in Harbour Surveillance based on Large-Scale Data and CNNs.
Proceedings of the 13th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2018), 2018

Fast 3D Scene Alignment with Stereo Images using a Stixel-based 3D Model.
Proceedings of the 13th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2018), 2018

Dual-Camera Facial Landmark Tracking for Clinical Infant Monitoring.
Proceedings of the 14th International Conference on Signal-Image Technology & Internet-Based Systems, 2018

Cascaded CNN Method for Far Object Detection in Outdoor Surveillance.
Proceedings of the 14th International Conference on Signal-Image Technology & Internet-Based Systems, 2018

Coherent needle detection in ultrasound volumes using 3D conditional random fields.
Proceedings of the Medical Imaging 2018: Image-Guided Procedures, 2018

Feature study on catheter detection in three-dimensional ultrasound.
Proceedings of the Medical Imaging 2018: Image-Guided Procedures, 2018

Cancer detection in histopathology whole-slide images using conditional random fields on deep embedded spaces.
Proceedings of the Medical Imaging 2018: Digital Pathology, 2018

Deep Convolutional Gaussian Mixture Model for Stain-Color Normalization of Histopathological Images.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018

Quantitative CT based radiomics as predictor of resectability of pancreatic adenocarcinoma.
Proceedings of the Medical Imaging 2018: Computer-Aided Diagnosis, 2018

MRI textures as outcome predictor for Gamma Knife radiosurgery on vestibular schwannoma.
Proceedings of the Medical Imaging 2018: Computer-Aided Diagnosis, 2018

Stain normalization of histopathology images using generative adversarial networks.
Proceedings of the 15th IEEE International Symposium on Biomedical Imaging, 2018

Conditional Transfer with Dense Residual Attention: Synthesizing traffic signs from street-view imagery.
Proceedings of the 24th International Conference on Pattern Recognition, 2018

Enhanced face alignment using an unsupervised roll estimation initialization.
Proceedings of the Eleventh International Conference on Machine Vision, 2018

Towards accurate camera geopositioning by image matching.
Proceedings of the Eleventh International Conference on Machine Vision, 2018

Towards multi-class detection: a self-learning approach to reduce inter-class noise from training dataset.
Proceedings of the Eleventh International Conference on Machine Vision, 2018

Catheter Detection in 3D Ultrasound Using Triplanar-Based Convolutional Neural Networks.
Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

Automatic Detection of Early Esophageal Cancer with CNNS Using Transfer Learning.
Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

Multispectral Image Analysis for Patient Tissue Tracking During Complex Interventions.
Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

Bladder Cancer Segmentation on Multispectral Images.
Proceedings of the 12th International Conference on Distributed Smart Cameras, 2018

Hand-Eye Camera Calibration with an Optical Tracking System.
Proceedings of the 12th International Conference on Distributed Smart Cameras, 2018

Multi-Class Recognition using Noisy Training Data with a Self-Learning Approach.
Proceedings of the 2018 Digital Image Computing: Techniques and Applications, 2018

2017
Medical Instrument Detection in 3-Dimensional Ultrasound Data Volumes.
IEEE Trans. Medical Imaging, 2017

Fast scene analysis for surveillance & video databases.
IEEE Trans. Consumer Electron., 2017

Proceedings of Workshop AEW10: Concepts in Information Theory and Communications.
CoRR, 2017

Automatic transperineal ultrasound probe positioning based on CT scan for image guided radiotherapy.
Proceedings of the Medical Imaging 2017: Image-Guided Procedures, 2017

Improving Needle Detection in 3D Ultrasound Using Orthogonal-Plane Convolutional Networks.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2017, 2017

Evaluation of image features and classification methods for Barrett's cancer detection using VLE imaging.
Proceedings of the Medical Imaging 2017: Computer-Aided Diagnosis, 2017

Real-time Estimation of the 3D Transformation between Images with Large Viewpoint Differences in Cluttered Environments.
Proceedings of the Image Processing: Algorithms and Systems XV, Burlingame, CA, USA, 29 January 2018, 2017

Camera-to-Model Back-Raycasting for Extraction of RGB-D Images from Pointclouds.
Proceedings of the Image Processing: Algorithms and Systems XV, Burlingame, CA, USA, 29 January 2018, 2017

Cloud and Shadow Detection using Sequential Characteristics on Multi-Spectral Satellite Images.
Proceedings of the Image Processing: Algorithms and Systems XV, Burlingame, CA, USA, 29 January 2018, 2017

Water Region Extraction in Thermal and RGB Sequences Using Spatiotemporally-Oriented Energy Features.
Proceedings of the Image Processing: Algorithms and Systems XV, Burlingame, CA, USA, 29 January 2018, 2017

Semi-automatic Training of a Vehicle Make and Model Recognition System.
Proceedings of the Image Analysis and Processing - ICIAP 2017, 2017

Fast semantic region analysis for surveillance & video databases.
Proceedings of the IEEE International Conference on Consumer Electronics, 2017

Free-Space Detection with Self-Supervised and Online Trained Fully Convolutional Networks.
Proceedings of the Autonomous Vehicles and Machines 2017, Burlingame, CA, USA, January 29, 2017

Improved Barrett's Cancer Detection in Volumetric Laser Endomicroscopy Scans Using Multiple-Frame Voting.
Proceedings of the 30th IEEE International Symposium on Computer-Based Medical Systems, 2017

2016
Hierarchical 2.5-D Scene Alignment for Change Detection With Large Viewpoint Differences.
IEEE Robotics Autom. Lett., 2016

ProMARTES: Accurate network and computation delay prediction for component-based distributed systems.
J. Syst. Softw., 2016

Accurate biopsy-needle depth estimation in limited-angle tomography using multi-view geometry.
Proceedings of the Medical Imaging 2016: Image-Guided Procedures, Robotic Interventions, and Modeling, San Diego, California, United States, 27 February, 2016

Sweet-spot training for early esophageal cancer detection.
Proceedings of the Medical Imaging 2016: Computer-Aided Diagnosis, San Diego, 2016

Early esophageal cancer detection using RF classifiers.
Proceedings of the Medical Imaging 2016: Computer-Aided Diagnosis, San Diego, 2016

Video-based discomfort detection for infants using a Constrained Local Model.
Proceedings of the International Conference on Systems, Signals and Image Processing, 2016

Automatic assessment of informative frames in endoscopic video.
Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016

Dense-HOG-based drift-reduced 3D face tracking for infant pain monitoring.
Proceedings of the Ninth International Conference on Machine Vision, 2016

Dense-Hog-based 3D face tracking for infant pain monitoring.
Proceedings of the 2016 IEEE International Conference on Image Processing, 2016

Automatic Calibration of Stationary Surveillance Cameras in the Wild.
Proceedings of the Computer Vision - ECCV 2016 Workshops, 2016

Multi-Image Sparse Motion-Invariant Photography.
Proceedings of the Digital Photography and Mobile Imaging XII, 2016

R<sup>3</sup>P: Real-time RGB-D Registration Pipeline.
Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2016

2015
Incremental and batch planar simplification of dense point cloud maps.
Robotics Auton. Syst., 2015

Real-time planar segmentation of depth images: from three-dimensional edges to segmented planes.
J. Electronic Imaging, 2015

Exploiting automatically generated databases of traffic signs and road markings for contextual co-occurrence analysis.
J. Electronic Imaging, 2015

Combined generation of road marking and road sign databases applied to consistency checking of pedestrian crossings.
Proceedings of the 14th IAPR International Conference on Machine Vision Applications, 2015

Training-free moving object detection system based on hierarchical color-guided motion segmentation.
Proceedings of the 14th IAPR International Conference on Machine Vision Applications, 2015

Benchmarking of state-of-the-art needle detection algorithms in 3D ultrasound data volumes.
Proceedings of the Medical Imaging 2015: Image-Guided Procedures, 2015

Automated Generation of Road Marking Maps from Street-level Panoramic Images.
Proceedings of the IEEE 18th International Conference on Intelligent Transportation Systems, 2015

Color-Based Free-Space Segmentation Using Online Disparity-Supervised Learning.
Proceedings of the IEEE 18th International Conference on Intelligent Transportation Systems, 2015

Occlusion-Robust Pedestrian Tracking in Crowded Scenes.
Proceedings of the IEEE 18th International Conference on Intelligent Transportation Systems, 2015

Multi-volume mapping and tracking for real-time RGB-D sensing.
Proceedings of the Image Processing: Algorithms and Systems XIII, 2015

Fast planar segmentation of depth images.
Proceedings of the Image Processing: Algorithms and Systems XIII, 2015

Multi-resolution Gabor wavelet feature extraction for needle detection in 3D ultrasound.
Proceedings of the Eighth International Conference on Machine Vision, 2015

Real-time semantic context labeling for image understanding.
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

On a patient-based ICT architecture for telehealth applications for increasing human empowerment.
Proceedings of the IEEE International Conference on Consumer Electronics, 2015

Vision-based pose and heart rate detection for rehabilitation cycling.
Proceedings of the IEEE International Conference on Consumer Electronics, 2015

Home video monitoring system for neurodegenerative diseases based on commercial HD cameras.
Proceedings of the IEEE 5th International Conference on Consumer Electronics - Berlin, 2015

Guided Rule-Based Multi-objective Optimization for Real-Time Distributed Systems.
Proceedings of the 41st Euromicro Conference on Software Engineering and Advanced Applications, 2015

A vision-based approach for tramway rail extraction.
Proceedings of the Video Surveillance and Transportation Imaging Applications 2015, 2015

On improving IED object detection by exploiting scene geometry using stereo processing.
Proceedings of the Video Surveillance and Transportation Imaging Applications 2015, 2015

Detection and handling of occlusion in an object detection system.
Proceedings of the Video Surveillance and Transportation Imaging Applications 2015, 2015

Detection and recognition of road markings in panoramic images.
Proceedings of the Video Surveillance and Transportation Imaging Applications 2015, 2015

Gender classification in low-resolution surveillance video: in-depth comparison of random forests and SVMs.
Proceedings of the Video Surveillance and Transportation Imaging Applications 2015, 2015

Exploration towards the modeling of gable-roofed buildings using a combination of aerial and street-level imagery.
Proceedings of the Video Surveillance and Transportation Imaging Applications 2015, 2015

Dynamic focus control for preventing motion blur.
Proceedings of the 12th IEEE International Conference on Advanced Video and Signal Based Surveillance, 2015

Solidarity Filter for Noise Reduction of 3D Edges in Depth Images.
Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2015

2014
PVR system design of advanced video navigation reinforced with audible sound.
IEEE Trans. Consumer Electron., 2014

Exploiting street-level panoramic images for large-scale automated surveying of traffic signs.
Mach. Vis. Appl., 2014

Supportive automatic annotation of early esophageal cancer using local gabor and color features.
Neurocomputing, 2014

Latency optimization for autostereoscopic volumetric visualization in image-guided interventions.
Neurocomputing, 2014

System for semi-automated surveying of street-lighting poles from street-level panoramic images.
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2014

Improved ICP-based Pose Estimation by Distance-aware 3D Mapping.
Proceedings of the VISAPP 2014, 2014

Evaluation of Distance-Aware KinFu Algorithm for Stereo Outdoor Data.
Proceedings of the VISAPP 2014, 2014

Subsign Detection and Classification System for Automated Traffic-sign Inventory Systems.
Proceedings of the VISAPP 2014, 2014

Mutation Detection System for Actualizing Traffic Sign Inventories.
Proceedings of the VISAPP 2014, 2014

On Multi-view Texture Mapping of Indoor Environments using Kinect Depth Sensors.
Proceedings of the VISAPP 2014, 2014

Video-based facial discomfort analysis for infants.
Proceedings of the Visual Information Processing and Communication V, 2014

Exploring Distance-Aware Weighting Strategies for Accurate Reconstruction of Voxel-Based 3D Synthetic Models.
Proceedings of the MultiMedia Modeling - 20th Anniversary International Conference, 2014

Extending the Stixel World with online self-supervised color modeling for road-versus-obstacle segmentation.
Proceedings of the 17th International IEEE Conference on Intelligent Transportation Systems, 2014

Optimal Performance-Efficiency Trade-off for Bag of Words Classification of Road Signs.
Proceedings of the 22nd International Conference on Pattern Recognition, 2014

Perimeter-intrusion event classification for on-line detection using multiple instance learning solving temporal ambiguities.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

Gabor-based needle detection and tracking in three-dimensional ultrasound data volumes.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

e-health video system for performance analysis in heart revalidation cycling.
Proceedings of the IEEE Fourth International Conference on Consumer Electronics Berlin, 2014

Real-time change detection for countering improvised explosive devices.
Proceedings of the Video Surveillance and Transportation Imaging Applications 2014, 2014

Mutation detection for inventories of traffic signs from street-level panoramic images.
Proceedings of the Video Surveillance and Transportation Imaging Applications 2014, 2014

Embedded image enhancement for high-throughput cameras.
Proceedings of the Video Surveillance and Transportation Imaging Applications 2014, 2014

Context-based object-of-interest detection for a generic traffic surveillance analysis system.
Proceedings of the 11th IEEE International Conference on Advanced Video and Signal Based Surveillance, 2014

2013
Innovations in 3D Interventional X-ray Imaging.
Proceedings of the Handbook of Medical and Healthcare Technologies, 2013

Block-based detection systems for visual artifact location.
IEEE Trans. Consumer Electron., 2013

Extracting semantics from multi-spectrum video.
Pattern Recognit. Lett., 2013

Sparse-plus-dense-RANSAC for estimation of multiple complex curvilinear models in 2D and 3D.
Pattern Recognit., 2013

ViCoMo: visual context modeling for scene understanding in video surveillance.
J. Electronic Imaging, 2013

Context modeling combined with motion analysis for moving ship detection in port surveillance.
J. Electronic Imaging, 2013

Robust classification system with reliability prediction for semi-automatic traffic-sign inventory systems.
Proceedings of the 2013 IEEE Workshop on Applications of Computer Vision, 2013

Evaluation and Comparison of Textural Feature Representation for the Detection of Early Stage Cancer in Endoscopy.
Proceedings of the VISAPP 2013, 2013

Computer-aided detection of early cancer in the esophagus using HD endoscopy images.
Proceedings of the Medical Imaging 2013: Computer-Aided Diagnosis, 2013

Robust face recognition algorithm for identifition of disaster victims.
Proceedings of the Image Processing: Algorithms and Systems XI, 2013

Robust moving ship detection using context-based motion analysis and occlusion handling.
Proceedings of the Sixth International Conference on Machine Vision, 2013

TROD: Tracking with occlusion handling and drift correction.
Proceedings of the IEEE International Conference on Image Processing, 2013

Robust automatic ship tracking in harbours using active cameras.
Proceedings of the IEEE International Conference on Image Processing, 2013

Complexity reduction of wavelet codecs through modified quality control.
Proceedings of the IEEE International Conference on Image Processing, 2013

3D colored model generation based on multiview textures and triangular mesh.
Proceedings of the Seventh International Conference on Distributed Smart Cameras, 2013

Application and evaluation of texture-adaptive skin detection in TV image enhancement.
Proceedings of the IEEE International Conference on Consumer Electronics, 2013

Performance analysis method for RT systems: Promartes for autonomous robot.
Proceedings of the 2013 Forum on specification and Design Languages, 2013

Group localisation and unsupervised detection and classification of basic crowd behaviour events for surveillance applications.
Proceedings of the Video Surveillance and Transportation Imaging Applications 2013, 2013

Ship detection in port surveillance based on context and motion saliency analysis.
Proceedings of the Video Surveillance and Transportation Imaging Applications 2013, 2013

Planar simplification and texturing of dense point cloud maps.
Proceedings of the 2013 European Conference on Mobile Robots, 2013

Plane segmentation and decimation of point clouds for 3D environment reconstruction.
Proceedings of the 10th IEEE Consumer Communications and Networking Conference, 2013

On photo-realistic 3D reconstruction of large-scale and arbitrary-shaped environments.
Proceedings of the 10th IEEE Consumer Communications and Networking Conference, 2013

Towards real-time and low-latency video object tracking by linking tracklets of incomplete detections.
Proceedings of the 10th IEEE International Conference on Advanced Video and Signal Based Surveillance, 2013

Flexible Multi-modal Graph-Based Segmentation.
Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2013

2012
View Interpolation for Medical Images on Autostereoscopic Displays.
IEEE Trans. Circuits Syst. Video Technol., 2012

Texture-adaptive skin detection for TV and its real-time implementation on DSP and FPGA.
IEEE Trans. Consumer Electron., 2012

Employing a RGB-D sensor for real-time tracking of humans across multiple re-entries in a smart environment.
IEEE Trans. Consumer Electron., 2012

GPU-accelerated real-time free-viewpoint DIBR for 3DTV.
IEEE Trans. Consumer Electron., 2012

Intelligent trainee behavior assessment system for medical training employing video analysis.
Pattern Recognit. Lett., 2012

Task complexity analysis and QoS management for mapping dynamic video-processing tasks on a multi-core platform.
J. Real Time Image Process., 2012

Issues Dealing with Non-Functional Requirements across the Contractual Divide.
Proceedings of the 2012 Joint Working IEEE/IFIP Conference on Software Architecture and European Conference on Software Architecture, 2012

Robust detection, classification and positioning of traffic signs from street-level panoramic images for inventory purposes.
Proceedings of the IEEE Workshop on Applications of Computer Vision, 2012

A semi-automatic traffic sign detection, classification, and positioning system.
Proceedings of the Visual Information Processing and Communication III, 2012

3D catheter reconstruction using non-rigid structure-from-motion and robotics modeling.
Proceedings of the Medical Imaging 2012: Image-Guided Procedures, 2012

Integrated text detection and recognition in natural images.
Proceedings of the Image Processing: Algorithms and Systems X; and Parallel Processing for Imaging Applications II, 2012

Depth-guided inpainting algorithm for Free-Viewpoint Video.
Proceedings of the 19th IEEE International Conference on Image Processing, 2012

Robust classification of traffic signs using multi-view cues.
Proceedings of the 19th IEEE International Conference on Image Processing, 2012

Color transformation for improved traffic sign detection.
Proceedings of the 19th IEEE International Conference on Image Processing, 2012

Feasibility of real-Time skin detection on TV DSP and FPGA platforms.
Proceedings of the IEEE International Conference on Consumer Electronics, 2012

Low-Level Profiling and MARTE-Compatible Modeling of Software Components for Real-Time Systems.
Proceedings of the 38th Euromicro Conference on Software Engineering and Advanced Applications, 2012

Large-scale classification of traffic signs under real-world conditions.
Proceedings of the Multimedia on Mobile Devices 2012; and Multimedia Content Access: Algorithms and Systems VI, 2012

Water Region Detection Supporting Ship Identification in Port Surveillance.
Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2012

2011
Instantaneously responsive subtitle localization and classification for TV applications.
IEEE Trans. Consumer Electron., 2011

Identity verification using computer vision for automatic garage door opening.
IEEE Trans. Consumer Electron., 2011

Low-complexity wavelet-based scalable image & video coding for home-use surveillance.
IEEE Trans. Consumer Electron., 2011

Efficient validation/verification of a robust DVB-H link layer.
IEEE Trans. Consumer Electron., 2011

IP-recovery in the DVB-H Link layer for TV on mobile.
IEEE Trans. Consumer Electron., 2011

Real-time multiple people tracking for automatic group-behavior evaluation in delivery simulation training.
Multim. Tools Appl., 2011

Efficient Operator for Local Energy Measurements to Enhance an Image Signal.
IEEE J. Sel. Top. Signal Process., 2011

A Mixed-Reality System for Broadcasting Sports Video to Mobile Devices.
IEEE Multim., 2011

Localization of buildings with a gable roof in very high-resolution aerial images.
Proceedings of the Visual Information Processing and Communication II, 2011

Real-time Two-Stage SPECK (TSSP) design and implementation for scalable video coding on embedded systems.
Proceedings of the 2011 IEEE Visual Communications and Image Processing, 2011

Real-time free-viewpoint DIBR on GPUs for large base-line multi-view 3DTV videos.
Proceedings of the 2011 IEEE Visual Communications and Image Processing, 2011

Unsupervised sub-categorization for object detection: Finding cars from a driving vehicle.
Proceedings of the IEEE International Conference on Computer Vision Workshops, 2011

Warping error analysis and reduction for depth-image-based rendering in 3DTV.
Proceedings of the Stereoscopic Displays and Applications XXII, 2011

Clustering of tracklets for on-line multi-target tracking in networked camera systems.
Proceedings of the 2011 IEEE Symposium on Computational Intelligence for Security and Defense Applications, 2011

Robust Model-Based Detection of Gable Roofs in Very-High-Resolution Aerial Images.
Proceedings of the Computer Analysis of Images and Patterns, 2011

Detection of Human Groups in Videos.
Proceedings of the Advances Concepts for Intelligent Vision Systems, 2011

2010
Free-viewpoint depth image based rendering.
J. Vis. Commun. Image Represent., 2010

Flexible Human Behavior Analysis Framework for Video Surveillance Applications.
Int. J. Digit. Multim. Broadcast., 2010

Video Analysis, Abstraction, and Retrieval: Techniques and Applications.
Int. J. Digit. Multim. Broadcast., 2010

Automatic Level Control for Video Cameras towards HDR Techniques.
EURASIP J. Image Video Process., 2010

Detecting critical configurations for Euclidean 3D reconstruction by analyzing the scaled measurement matrix.
Proceedings of the Visual Communications and Image Processing 2010, 2010

Two-dimensional systolic-array architecture for pixel-level vision tasks.
Proceedings of the Real-Time Image and Video Processing 2010, 2010

Two novel motion-based algorithms for surveillance video analysis on embedded platforms.
Proceedings of the Real-Time Image and Video Processing 2010, 2010

Temporal signal energy correction and low-complexity encoder feedback for lossy scalable video coding.
Proceedings of the Picture Coding Symposium, 2010

Automatic mashup generation from multiple-camera concert recordings.
Proceedings of the 18th International Conference on Multimedia 2010, 2010

Complexity prediction of automatic image registration: a case study on motion-compensated DSA.
Proceedings of the 2010 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2010

Fast Training of Object Detection Using Stochastic Gradient Descent.
Proceedings of the 20th International Conference on Pattern Recognition, 2010

Multiple Model Estimation for the Detection of Curvilinear Segments in Medical X-ray Images Using Sparse-plus-dense-RANSAC.
Proceedings of the 20th International Conference on Pattern Recognition, 2010

Conversion of free-viewpoint 3D multi-view video for stereoscopic displays.
Proceedings of the 2010 IEEE International Conference on Multimedia and Expo, 2010

Geometric averaging of X-ray signals in automatic exposure control.
Proceedings of the International Conference on Image Processing, 2010

Surgical needle reconstruction using small-angle multi-view X-ray.
Proceedings of the International Conference on Image Processing, 2010

Enhanced prediction for motion estimation in Scalable Video Coding.
Proceedings of the International Conference on Image Processing, 2010

Objective quality analysis for free-viewpoint DIBR.
Proceedings of the International Conference on Image Processing, 2010

Color exploitation in hog-based traffic sign detection.
Proceedings of the International Conference on Image Processing, 2010

Video Quality Analysis for Concert Video Mashup Generation.
Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2010

2009
Automatic video-based human motion analyzer for consumer surveillance system.
IEEE Trans. Consumer Electron., 2009

The effects of multiview depth video compression on multiview rendering.
Signal Process. Image Commun., 2009

Predictive and adaptive rood pattern with large motion search for H.264 video coding.
J. Electronic Imaging, 2009

Triple-C: Resource-usage prediction for semi-automatic parallelization of groups of dynamic image-processing tasks.
Proceedings of the 23rd IEEE International Symposium on Parallel and Distributed Processing, 2009

Applying Feature Selection Techniques for Visual Dictionary Creation in Object Classification.
Proceedings of the 2009 International Conference on Image Processing, 2009

Real-time scalable video codec implementation for surveillance.
Proceedings of the 2009 IEEE International Conference on Multimedia and Expo, 2009

Region-based all-in-focus light field rendering.
Proceedings of the International Conference on Image Processing, 2009

Highly-parallelized motion estimation for Scalable Video Coding.
Proceedings of the International Conference on Image Processing, 2009

Resource prediction and quality control for parallel execution of heterogeneous medical imaging tasks.
Proceedings of the International Conference on Image Processing, 2009

Real-time multi-level wavelet lifting scheme on a fixed-point DSP for JPEG 2000 and scalable video coding.
Proceedings of the 16th International Conference on Digital Signal Processing, 2009

Resource usage prediction for groups of dynamic image-processing tasks using Markov modeling.
Proceedings of the IEEE International Conference on Acoustics, 2009

QoS management of dynamic video tasks by task splitting and skipping.
Proceedings of the 7th IEEE/ACM/IFIP Workshop on Embedded Systems for Real-Time Multimedia, 2009

Global Illumination Compensation for Background Subtraction Using Gaussian-Based Background Difference Modeling.
Proceedings of the Sixth IEEE International Conference on Advanced Video and Signal Based Surveillance, 2009

Comparing Feature Matching for Object Categorization in Video Surveillance.
Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2009

Evaluation of Interest Point Detectors for Non-planar, Transparent Scenes.
Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2009

Behavioral State Detection of Newborns Based on Facial Expression Analysis.
Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2009

Detecting Critical Configurations for Dividing Long Image Sequences for Factorization-Based 3-D Scene Reconstruction.
Proceedings of the Computer Vision, 2009

2008
Broadcast Court-Net Sports Video Analysis Using Fast 3-D Camera Modeling.
IEEE Trans. Circuits Syst. Video Technol., 2008

System architecture for free-viewpoint video and 3D-TV.
IEEE Trans. Consumer Electron., 2008

Predictive 3D search algorithm for multi-frame motion estimation.
IEEE Trans. Consumer Electron., 2008

System requirements and considerations for visual table of contents in PVR.
IEEE Trans. Consumer Electron., 2008

Non-linear locally-adaptive video contrast enhancement algorithm without artifacts.
IEEE Trans. Consumer Electron., 2008

Tone-mapping functions and multiple-exposure techniques for high dynamic-range images.
IEEE Trans. Consumer Electron., 2008

Facial feature extraction by a cascade of model-based algorithms.
Signal Process. Image Commun., 2008

Cascaded Face Detection Using Neural Network Ensembles.
EURASIP J. Adv. Signal Process., 2008

Hardware acceleration for tracking by computing low-order geometric moments.
Proceedings of the IEEE Workshop on Signal Processing Systems, 2008

Optimization of tone-mapping functions in video cameras for high dynamic range images.
Proceedings of the Real-Time Image Processing 2008, San Jose, CA, USA, January 28-29, 2008, 2008

Optimization model for memory bandwidth usage in x-ray image enhancement.
Proceedings of the Real-Time Image Processing 2008, San Jose, CA, USA, January 28-29, 2008, 2008

Memory-efficient 3D multi-resolution image enhancement and processing to increase throughput.
Proceedings of the Medical Imaging 2008: Visualization, 2008

A real-time video surveillance system with human occlusion handling using nonlinear regression.
Proceedings of the 2008 IEEE International Conference on Multimedia and Expo, 2008

Fast Detection and Modeling of Human-Body Parts from Monocular Video.
Proceedings of the Articulated Motion and Deformable Objects, 5th International Conference, 2008

Scene Reconstruction Using MRF Optimization with Image Content Adaptive Energy Functions.
Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2008

Video-Based Fall Detection in the Home Using Principal Component Analysis.
Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2008

2007
Real-time aware rendering of scalable arbitrary-shaped MPEG-4 decoder for multiprocessor systems.
Proceedings of the Real-Time Image Processing 2007, San Jose, CA, USA, January 29-30, 2007, 2007

A generic software-framework for distributed, high-performance processing of multi-view video.
Proceedings of the Real-Time Image Processing 2007, San Jose, CA, USA, January 29-30, 2007, 2007

The Influence of CMMI on Establishing an Architecting Process.
Proceedings of the Software Architectures, 2007

A Matching-Based Approach for Human Motion Analysis.
Proceedings of the Advances in Multimedia Modeling, 2007

Generic 3-D Modeling for Content Analysis of Court-Net Sports Sequences.
Proceedings of the Advances in Multimedia Modeling, 2007

A real-time augmented-reality system for sports broadcast video enhancement.
Proceedings of the 15th International Conference on Multimedia 2007, 2007

Floor-plan reconstruction from panoramic images.
Proceedings of the 15th International Conference on Multimedia 2007, 2007

Options for new real-time image-processing architectures in cardiovascular systems.
Proceedings of the Medical Imaging 2007: Visualization and Image-Guided Procedures, 2007

3-D Camera Modeling and Its Applications in Sports Broadcast Video Analysis.
Proceedings of the Multimedia Content Analysis and Mining, International Workshop, 2007

A distributed delivery model for 3D-video streams.
Proceedings of the 1st International ICST Conference on Immersive Telecommunications & Workshops, 2007

Depth-Image Compression Based on an R-D Optimized Quadtree Decomposition for the Transmission of Multiview Images.
Proceedings of the International Conference on Image Processing, 2007

Incorporating Depth-Image Based View-Prediction into H.264 for Multiview-Image Coding.
Proceedings of the International Conference on Image Processing, 2007

Locally-Adaptive Image Contrast Enhancement without Noise and Ringing Artifacts.
Proceedings of the International Conference on Image Processing, 2007

High-Level Traffic-Violation Detection for Embedded Traffic Analysis.
Proceedings of the IEEE International Conference on Acoustics, 2007

Contrast-Invariant Feature Point Correspondence.
Proceedings of the IEEE International Conference on Acoustics, 2007

CARAT: a toolkit for design and performance analysis of component-based embedded systems.
Proceedings of the 2007 Design, Automation and Test in Europe Conference and Exposition, 2007

Experiments with patch-based object classification.
Proceedings of the Fourth IEEE International Conference on Advanced Video and Signal Based Surveillance, 2007

Grass Detection for Picture Quality Enhancement of TV Video.
Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2007

Patch-Based Experiments with Object Classification in Video Surveillance.
Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2007

Multiview Depth-Image Compression Using an Extended H.264 Encoder.
Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2007

Descriptor-Free Smooth Feature-Point Matching for Images Separated by Small/Mid Baselines.
Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2007

Texture-Independent Feature-Point Matching (TIFM) from Motion Coherence.
Proceedings of the Computer Vision, 2007

2006
Enabling arbitrary rotational camera motion using multisprites with minimum coding cost.
IEEE Trans. Circuits Syst. Video Technol., 2006

Qos concept for scalable MPEG-4 video object decoding on multimedia (NoC) chips.
IEEE Trans. Consumer Electron., 2006

Real-time video content analysis tool for consumer media storage system.
IEEE Trans. Consumer Electron., 2006

Generic Framework for Parallel and Distributed Processing of Video-Data.
Proceedings of the Frontiers of High Performance Computing and Networking, 2006

Realization of QoS management using negotiation algorithms for multiprocessor NoC.
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2006), 2006

A Toolkit for Design and Performance Analysis of Real-Time Component-Based Software Systems.
Proceedings of the International Conference on Software Engineering Advances (ICSEA 2006), October 28, 2006

Near-Future Streaming Framework for 3D-TV Applications.
Proceedings of the 2006 IEEE International Conference on Multimedia and Expo, 2006

Reuse of Motion Processing for Camera Stabilization and Video Coding.
Proceedings of the 2006 IEEE International Conference on Multimedia and Expo, 2006

Background Estimation and Adaptation Model with Light-Change Removal for Heavily Down-Sampled Video Surveillance Signals.
Proceedings of the International Conference on Image Processing, 2006

Compositional Performance Analysis of Component-Based Systems on Heterogeneous Multiprocessor Platforms.
Proceedings of the 32nd EUROMICRO Conference on Software Engineering and Advanced Applications (EUROMICRO-SEAA 2006), August 29, 2006

Automatic Sports Video Analysis using Audio Clues and Context Knowledge.
Proceedings of the IASTED International Conference on Internet and Multimedia Systems and Applications, 2006

Scene-Level Analysis for Tennis Sports Video using Weighted Linear Combination of Visual Cues.
Proceedings of the IASTED International Conference on Internet and Multimedia Systems and Applications, 2006

A Process for Resolving Performance Trade-Offs in Component-Based Architectures.
Proceedings of the Component-Based Software Engineering, 9th International Symposium, 2006

Blue Sky Detection for Picture Quality Enhancement.
Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2006

Content-Based Model Template Adaptation and Real-Time System for Behavior Interpretation in Sports Video.
Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2006

2005
Real-time embedded face recognition for smart home.
IEEE Trans. Consumer Electron., 2005

MPEG-2 compliant trick play over a digital interface.
IEEE Trans. Consumer Electron., 2005

Successful Architecture for Short Message Service Center.
Proceedings of the Fifth Working IEEE / IFIP Conference on Software Architecture (WICSA 2005), 2005

Extended abstract: estimation times of on-chip multiprocessor stream-oriented applications.
Proceedings of the 3rd ACM & IEEE International Conference on Formal Methods and Models for Co-Design (MEMOCODE 2005), 2005

Real-Time and Distributed AV Content Analysis System for Consumer Electronics Networks.
Proceedings of the 2005 IEEE International Conference on Multimedia and Expo, 2005

Fast camera calibration for the analysis of sport sequences.
Proceedings of the 2005 IEEE International Conference on Multimedia and Expo, 2005

Misregistration errors in change detection algorithms and how to avoid them.
Proceedings of the 2005 International Conference on Image Processing, 2005

Coding depth images with piecewise linear functions for multi-view synthesis.
Proceedings of the 13th European Signal Processing Conference, 2005

Modelling of Input-Parameter Dependency for Performance Predictions of Component-Based Embedded Systems.
Proceedings of the 31st EUROMICRO Conference on Software Engineering and Advanced Applications (EUROMICRO-SEAA 2005), 30 August, 2005

Matching Pursuit Dictionary Pruning for MPEG-4 Video Object Coding.
Proceedings of the Internet and Multimedia Systems and Applications, 2005

Estimating physical camera parameters based on multisprite motion estimation.
Proceedings of the Electronic Imaging: Image and Video Communications and Processing 2005, 2005

Facial feature extraction using a cascade of model-based algorithms.
Proceedings of the Advanced Video and Signal Based Surveillance, 2005

Multistage Face Recognition Using Adaptive Feature Selection and Classification.
Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2005

Fast Face Detection Using a Cascade of Neural Network Ensembles.
Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2005

2004
Computational-complexity scalable motion estimation for mobile MPEG encoding.
IEEE Trans. Consumer Electron., 2004

New Complexity Scalable MPEG Encoding Techniques for Mobile Applications.
EURASIP J. Adv. Signal Process., 2004

Resolving Requirement Conflicts through Non-Functional Decomposition.
Proceedings of the 4th Working IEEE / IFIP Conference on Software Architecture (WICSA 2004), 2004

Multistage feature extraction for accurate face alignment.
Proceedings of the Visual Communications and Image Processing 2004, 2004

Resource-aware complexity scalability for mobile MPEG encoding.
Proceedings of the Visual Communications and Image Processing 2004, 2004

Minimizing MPEG-4 sprite coding cost using multi-sprites.
Proceedings of the Visual Communications and Image Processing 2004, 2004

Image enhancement circuit using nonlinear processing curve and constrained histogram range equalization.
Proceedings of the Visual Communications and Image Processing 2004, 2004

Robust camera calibration for sport videos using court models.
Proceedings of the Storage and Retrieval Methods and Applications for Multimedia 2004, 2004

Data-flow Timing Models of Dynamic Multimedia Applications for Multiprocessor Systems.
Proceedings of the 4th IEEE International Workshop on System-on-Chip for Real-Time Applications (IWSOC'04), 2004

Real-time facial feature extraction using statistical shape model and Haar-wavelet based feature search.
Proceedings of the 2004 IEEE International Conference on Multimedia and Expo, 2004

Video-object segmentation using multi-sprite background subtraction.
Proceedings of the 2004 IEEE International Conference on Multimedia and Expo, 2004

Fast facial feature extraction using a deformable shape model with haar-wavelet based local texture attributes.
Proceedings of the 2004 International Conference on Image Processing, 2004

Corridor scissors: a semi-automatic segmentation tool employing minimum-cost circular paths.
Proceedings of the 2004 International Conference on Image Processing, 2004

Real-Time Facial Feature Extraction by Cascaded Parameter Prediction and Image Optimization.
Proceedings of the Image Analysis and Recognition: International Conference, 2004

Towards Predicting Real-Time Properties of a Component Assembly.
Proceedings of the 30th EUROMICRO Conference 2004, 31 August, 2004

Predicting Real-Time Properties of Component Assemblies: A Scenario-Simulation Approach.
Proceedings of the 30th EUROMICRO Conference 2004, 31 August, 2004

2003
New DCT Computation Technique Based on Scalable Resources.
J. VLSI Signal Process., 2003

Toward fast feature adaptation and localization for real-time face recognition systems.
Proceedings of the Visual Communications and Image Processing 2003, 2003

A segmentation system with model-assisted completion of video objects.
Proceedings of the Visual Communications and Image Processing 2003, 2003

Evolution of a Software Maintenance Organization from Cost Center to Service Center.
Proceedings of the 19th International Conference on Software Maintenance (ICSM 2003), 2003

Robust background estimation for complex video sequences.
Proceedings of the 2003 International Conference on Image Processing, 2003

2002
A software-based high-quality MPEG-2 encoder employing scene change detection and adaptive quantization.
IEEE Trans. Consumer Electron., 2002

System-Level Analysis for MPEG-4 Decoding on a Multi-Processor Architecture.
Proceedings of the 16th International Parallel and Distributed Processing Symposium (IPDPS 2002), 2002

New scalable three-stage motion estimation technique for mobile MPEG encoding.
Proceedings of the 2002 IEEE International Conference on Multimedia and Expo, 2002

Robust clustering-based video-summarization with integration of domain-knowledge.
Proceedings of the 2002 IEEE International Conference on Multimedia and Expo, 2002

New flexible motion estimation technique for scalable MPEG encoding using display frame order and multi-temporal references.
Proceedings of the 2002 International Conference on Image Processing, 2002

2001
Bandwidth reduction for video processing in consumer systems.
IEEE Trans. Consumer Electron., 2001

SAMPEG: a scene-adaptive parallel MPEG-2 software encoder.
Proceedings of the Visual Communications and Image Processing 2001, 2001

New DCT computation algorithm for video quality scaling.
Proceedings of the 2001 International Conference on Image Processing, 2001

2000
Near-lossless complexity-scalable embedded compression algorithm for cost reduction in DTV receivers.
IEEE Trans. Consumer Electron., 2000

Hybrid compression of video with graphics in DTV communication systems.
IEEE Trans. Consumer Electron., 2000

Synchronization of video in distributed computing systems.
Proceedings of the Visual Communications and Image Processing 2000, 2000

1999
A video display processing platform for future TV concepts.
IEEE Trans. Consumer Electron., 1999

A flexible heterogeneous video processor system for television applications.
IEEE Trans. Consumer Electron., 1999

Chip-set for video display of multimedia information.
IEEE Trans. Consumer Electron., 1999

Architecture of Embedded Video Processing in a Multimedia Chip-Set.
Proceedings of the 1999 International Conference on Image Processing, 1999

1992
Digital consumer HDTV recording based on motion-compensated DCT coding of video signals.
Signal Process. Image Commun., 1992

Data Compression Systems for Home-Use Digital Video Recording.
IEEE J. Sel. Areas Commun., 1992

1990
Source coding of HDTV with compatibility to TV.
Proceedings of the Visual Communications and Image Processing '90: Fifth in a Series, 1990


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