Marcin Grzegorzek

Comput. Biol. Medicine, 2024

Advancing Smartphone-based Indoor Positioning through Particle Distribution Optimization.

[BibT_eX]

[DOI]

Proceedings of the 27th International Conference on Information Fusion, 2024

2023

OII-DS: A benchmark Oral Implant Image Dataset for object detection and image classification evaluation.

[BibT_eX]

[DOI]

Comput. Biol. Medicine, December, 2023

Wearable-based human flow experience recognition enhanced by transfer learning methods using emotion data.

[BibT_eX]

[DOI]

Comput. Biol. Medicine, November, 2023

Optimizing sleep staging on multimodal time series: Leveraging borderline synthetic minority oversampling technique and supervised convolutional contrastive learning.

[BibT_eX]

[DOI]

Xinyu Huang

Franziska Schmelter

Comput. Biol. Medicine, November, 2023

A Hierarchical Multitask Learning Approach for the Recognition of Activities of Daily Living Using Data from Wearable Sensors.

[BibT_eX]

[DOI]

Xinyu Huang

Sensors, October, 2023

Objective Measurement of Subjective Pain Perception with Autonomic Body Reactions in Healthy Subjects and Chronic Back Pain Patients: An Experimental Heat Pain Study.

[BibT_eX]

[DOI]

Sensors, October, 2023

A comprehensive survey of intestine histopathological image analysis using machine vision approaches.

[BibT_eX]

[DOI]

Comput. Biol. Medicine, October, 2023

CAM-VT: A Weakly supervised cervical cancer nest image identification approach using conjugated attention mechanism and visual transformer.

[BibT_eX]

[DOI]

Comput. Biol. Medicine, August, 2023

A state-of-the-art survey of artificial neural networks for Whole-slide Image analysis: From popular Convolutional Neural Networks to potential visual transformers.

[BibT_eX]

[DOI]

Comput. Biol. Medicine, July, 2023

Sleep Stage Classification in Children Using Self-Attention and Gaussian Noise Data Augmentation.

[BibT_eX]

[DOI]

Xinyu Huang

Artur Piet

Sensors, April, 2023

A comprehensive study on codebook-based feature fusion for gait recognition.

[BibT_eX]

[DOI]

Inf. Fusion, April, 2023

Explainable Artificial Intelligence (XAI) in Pain Research: Understanding the Role of Electrodermal Activity for Automated Pain Recognition.

[BibT_eX]

[DOI]

Sensors, February, 2023

Applications of artificial neural networks in microorganism image analysis: a comprehensive review from conventional multilayer perceptron to popular convolutional neural network and potential visual transformer.

[BibT_eX]

[DOI]

Artif. Intell. Rev., February, 2023

A state-of-the-art survey of object detection techniques in microorganism image analysis: from classical methods to deep learning approaches.

[BibT_eX]

[DOI]

Artif. Intell. Rev., February, 2023

Doing More With Moiré Pattern Detection in Digital Photos.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2023

Using Barometer for Floor Assignation within Statistical Indoor Localization.

[BibT_eX]

[DOI]

Sensors, 2023

Sensor-Based Classification of Primary and Secondary Car Driver Activities Using Convolutional Neural Networks.

[BibT_eX]

[DOI]

Sensors, 2023

PHE-SICH-CT-IDS: A Benchmark CT Image Dataset for Evaluation Semantic Segmentation, Object Detection and Radiomic Feature Extraction of Perihematomal Edema in Spontaneous Intracerebral Hemorrhage.

[BibT_eX]

[DOI]

CoRR, 2023

ECPC-IDS: A benchmark endometrail cancer PET/CT image dataset for evaluation of semantic segmentation and detection of hypermetabolic regions.

[BibT_eX]

[DOI]

CoRR, 2023

ACTIVE: A Deep Model for Sperm and Impurity Detection in Microscopic Videos.

[BibT_eX]

[DOI]

CoRR, 2023

Segmentation of weakly visible environmental microorganism images using pair-wise deep learning features.

[BibT_eX]

[DOI]

Biomed. Signal Process. Control., 2023

Embedding-Based Music Emotion Recognition Using Composite Loss.

[BibT_eX]

[DOI]

IEEE Access, 2023

Assessment of Quality of Gyrocardiograms Based on Features Derived from Symmetric Projection Attractor Reconstruction.

[BibT_eX]

[DOI]

Szymon Siecinski

Md. Abid Hasan

Ewaryst Tkacz

Proceedings of the 8th international Workshop on Sensor-Based Activity Recognition and Artificial Intelligence, 2023

WiFi Sensing with Single-Antenna Devices for Ambient Assisted Living.

[BibT_eX]

[DOI]

Robert Schumann

Frédéric Li

Vivian V. Tetzlaff-Lelleck

Proceedings of the 8th international Workshop on Sensor-Based Activity Recognition and Artificial Intelligence, 2023

Sensor-Based Detection of Food Hypersensitivity Using Machine Learning.

[BibT_eX]

[DOI]

Proceedings of the 8th international Workshop on Sensor-Based Activity Recognition and Artificial Intelligence, 2023

Exploring the Benefits of Time Series Data Augmentation for Wearable Human Activity Recognition.

[BibT_eX]

[DOI]

Proceedings of the 8th international Workshop on Sensor-Based Activity Recognition and Artificial Intelligence, 2023

Effects of Time-Series Data Pre-processing on the Transformer-based Classification of Activities from Smart Glasses.

[BibT_eX]

[DOI]

Gabriela Ciortuz

Sebastian J. F. Fudickar

Proceedings of the 8th international Workshop on Sensor-Based Activity Recognition and Artificial Intelligence, 2023

TOD-Net: Transformer-Based Neural Network for Tiny Object Detection in Sperm Microscopic Videos.

[BibT_eX]

[DOI]

Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023

SIMUL: Synchronized IMU Dataset of Walking People at Six Body Locations.

[BibT_eX]

[DOI]

Proceedings of the 13th International Conference on Indoor Positioning and Indoor Navigation, 2023

A Location-Independent Flood Prediction Model for Bangladesh's Rivers.

[BibT_eX]

[DOI]

Md. Abid Hasan

Nirjhor Tahmidur Rouf

Proceedings of the 35th IEEE International Conference on Tools with Artificial Intelligence, 2023

Publicly available signal databases containing seismocardiographic signals - the state in early 2023.

[BibT_eX]

[DOI]

Szymon Siecinski

Ewaryst J. Tkacz

Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023

Symmetric Projection Attractor Reconstruction Analysis as a Method to Assess Seismocardiogram Quality in a Healthy Population.

[BibT_eX]

[DOI]

Szymon Siecinski

Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023

ECA-RetinaNet: A Novel Self-Attention RetinaNet for Environmental Microorganism Image Object Detection.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Big Data, 2023

Dermoscopic Image Classification Using Attention Mechanism and Ensemble Learning Approaches.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Big Data, 2023

Predicting PD-L1 status of esophageal cancer from H&E images based on FusedNet model.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Big Data, 2023

Multi-modal Medical Information based Data Mining for Expression and Characteristic Pattern Prediction of TP53 in Endometrial Carcinoma.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Big Data, 2023

PBCI-DS: A Benchmark Peripheral Blood Cell Image Dataset for Object Detection.

[BibT_eX]

[DOI]

Proceedings of the Advanced Data Mining and Applications - 19th International Conference, 2023

LFD-CD: Peripheral Blood Cells Detection Using a Lightweight Cell Detection Model with Full-Connection and Dropconnect.

[BibT_eX]

[DOI]

Proceedings of the Advanced Data Mining and Applications - 19th International Conference, 2023

2022

A Machine Learning Framework for Automated Accident Detection Based on Multimodal Sensors in Cars.

[BibT_eX]

[DOI]

Sensors, 2022

SenseHunger: Machine Learning Approach to Hunger Detection Using Wearable Sensors.

[BibT_eX]

[DOI]

Sensors, 2022

Correction: Hoffmann et al. Detecting Walking Challenges in Gait Patterns Using a Capacitive Sensor Floor and Recurrent Neural Networks. Sensors 2021, 21, 1086.

[BibT_eX]

[DOI]

Sensors, 2022

CVM-Cervix: A hybrid cervical Pap-smear image classification framework using CNN, visual transformer and multilayer perceptron.

[BibT_eX]

[DOI]

Pattern Recognit., 2022

GasHis-Transformer: A multi-scale visual transformer approach for gastric histopathological image detection.

[BibT_eX]

[DOI]

Pattern Recognit., 2022

EBHI-Seg: A Novel Enteroscope Biopsy Histopathological Haematoxylin and Eosin Image Dataset for Image Segmentation Tasks.

[BibT_eX]

[DOI]

CoRR, 2022

A Comparative Study of Gastric Histopathology Sub-size Image Classification: from Linear Regression to Visual Transformer.

[BibT_eX]

[DOI]

CoRR, 2022

Application of Graph Based Features in Computer Aided Diagnosis for Histopathological Image Classification of Gastric Cancer.

[BibT_eX]

[DOI]

CoRR, 2022

Application of Transfer Learning and Ensemble Learning in Image-level Classification for Breast Histopathology.

[BibT_eX]

[DOI]

CoRR, 2022

An application of Pixel Interval Down-sampling (PID) for dense tiny microorganism counting on environmental microorganism images.

[BibT_eX]

[DOI]

CoRR, 2022

A Comprehensive Survey with Quantitative Comparison of Image Analysis Methods for Microorganism Biovolume Measurements.

[BibT_eX]

[DOI]

CoRR, 2022

EBHI: A New Enteroscope Biopsy Histopathological H&E Image Dataset for Image Classification Evaluation.

[BibT_eX]

[DOI]

CoRR, 2022

A Survey of Semen Quality Evaluation in Microscopic Videos Using Computer Assisted Sperm Analysis.

[BibT_eX]

[DOI]

CoRR, 2022

A State-of-the-art Survey of U-Net in Microscopic Image Analysis: from Simple Usage to Structure Mortification.

[BibT_eX]

[DOI]

Islam Mohammad Shariful

CoRR, 2022

TOD-CNN: An effective convolutional neural network for tiny object detection in sperm videos.

[BibT_eX]

[DOI]

Comput. Biol. Medicine, 2022

Is the aspect ratio of cells important in deep learning? A robust comparison of deep learning methods for multi-scale cytopathology cell image classification: From convolutional neural networks to visual transformers.

[BibT_eX]

[DOI]

Comput. Biol. Medicine, 2022

GasHisSDB: A new gastric histopathology image dataset for computer aided diagnosis of gastric cancer.

[BibT_eX]

[DOI]

Comput. Biol. Medicine, 2022

IL-MCAM: An interactive learning and multi-channel attention mechanism-based weakly supervised colorectal histopathology image classification approach.

[BibT_eX]

[DOI]

Comput. Biol. Medicine, 2022

A comprehensive review of image analysis methods for microorganism counting: from classical image processing to deep learning approaches.

[BibT_eX]

[DOI]

Artif. Intell. Rev., 2022

A comprehensive review of computer-aided whole-slide image analysis: from datasets to feature extraction, segmentation, classification and detection approaches.

[BibT_eX]

[DOI]

Artif. Intell. Rev., 2022

BlumNet: Graph Component Detection for Object Skeleton Extraction.

[BibT_eX]

[DOI]

Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022

Transformer-Based Recognition of Activities of Daily Living from Wearable Sensor Data.

[BibT_eX]

[DOI]

Gabriela Augustinov

Frédéric Li

Keywan Sohrabi

Sebastian J. F. Fudickar

Proceedings of the 7th International Workshop on Sensor-based Activity Recognition and Artificial Intelligence, 2022

Image Classification in Breast Histopathology Using Transfer and Ensemble Learning.

[BibT_eX]

[DOI]

Proceedings of the Information Technology in Biomedicine - 9th International Conference, 2022

PIS-Net: A Novel Pixel Interval Sampling Network for Dense Microorganism Counting in Microscopic Images.

[BibT_eX]

[DOI]

Proceedings of the Information Technology in Biomedicine - 9th International Conference, 2022

DVT: Application of Deep Visual Transformer in Cervical Cell Image Classification.

[BibT_eX]

[DOI]

Proceedings of the Information Technology in Biomedicine - 9th International Conference, 2022

Classifying Changes in Motion Behaviour Due to a Hospital Stay Using Floor Sensor Data - A Single Case Study.

[BibT_eX]

[DOI]

Proceedings of the Information Technology in Biomedicine - 9th International Conference, 2022

PIPF: Proposal-Interpolating Particle Filter.

[BibT_eX]

[DOI]

Proceedings of the 12th IEEE International Conference on Indoor Positioning and Indoor Navigation, 2022

Data Driven Sensor Model for Wi-Fi Fine Timing Measurement.

[BibT_eX]

[DOI]

Proceedings of the 12th IEEE International Conference on Indoor Positioning and Indoor Navigation, 2022

Magnetic Signature Sensor Model for Accurate Short-Distance Localization.

[BibT_eX]

[DOI]

Proceedings of the 2022 IEEE Sensors, Dallas, TX, USA, October 30 - Nov. 2, 2022, 2022

2021

Towards Automatic Skeleton Extraction With Skeleton Grafting.

[BibT_eX]

[DOI]

IEEE Trans. Vis. Comput. Graph., 2021

Detecting Walking Challenges in Gait Patterns Using a Capacitive Sensor Floor and Recurrent Neural Networks.

[BibT_eX]

[DOI]

Sensors, 2021

Comparison of Feature Extraction Methods for Physiological Signals for Heat-Based Pain Recognition.

[BibT_eX]

[DOI]

Sensors, 2021

A Comparative Study of Feature Selection Approaches for Human Activity Recognition Using Multimodal Sensory Data.

[BibT_eX]

[DOI]

Fatima Amjad

Sensors, 2021

LCU-Net: A novel low-cost U-Net for environmental microorganism image segmentation.

[BibT_eX]

[DOI]

Pattern Recognit., 2021

Exploiting Superpixels for Multi-Focus Image Fusion.

[BibT_eX]

[DOI]

Areeba Ilyas

Entropy, 2021

Vision-based approaches towards person identification using gait.

[BibT_eX]

[DOI]

Comput. Sci. Rev., 2021

Cross-modal Music Emotion Recognition Using Composite Loss-based Embeddings.

[BibT_eX]

[DOI]

CoRR, 2021

EMDS-6: Environmental Microorganism Image Dataset Sixth Version for Image Denoising, Segmentation, Feature Extraction, Classification and Detection Methods Evaluation.

[BibT_eX]

[DOI]

CoRR, 2021

EMDS-7: Environmental Microorganism Image Dataset Seventh Version for Multiple Object Detection Evaluation.

[BibT_eX]

[DOI]

CoRR, 2021

Applications of Artificial Neural Networks in Microorganism Image Analysis: A Comprehensive Review from Conventional Multilayer Perceptron to Popular Convolutional Neural Network and Potential Visual Transformer.

[BibT_eX]

[DOI]

Jinghua Zhang

CoRR, 2021

A Comparison of Deep Learning Classification Methods on Small-scale Image Data set: from Convolutional Neural Networks to Visual Transformers.

[BibT_eX]

[DOI]

CoRR, 2021

A Comparison for Patch-level Classification of Deep Learning Methods on Transparent Images: from Convolutional Neural Networks to Visual Transformers.

[BibT_eX]

[DOI]

CoRR, 2021

A New Gastric Histopathology Subsize Image Database (GasHisSDB) for Classification Algorithm Test: from Linear Regression to Visual Transformer.

[BibT_eX]

[DOI]

CoRR, 2021

A Comparison for Anti-noise Robustness of Deep Learning Classification Methods on a Tiny Object Image Dataset: from Convolutional Neural Network to Visual Transformer and Performer.

[BibT_eX]

[DOI]

CoRR, 2021

Is Image Size Important? A Robustness Comparison of Deep Learning Methods for Multi-scale Cell Image Classification Tasks: from Convolutional Neural Networks to Visual Transformers.

[BibT_eX]

[DOI]

CoRR, 2021

A State-of-the-art Survey of Object Detection Techniques in Microorganism Image Analysis: from Traditional Image Processing and Classical Machine Learning to Current Deep Convolutional Neural Networks and Potential Visual Transformers.

[BibT_eX]

[DOI]

CoRR, 2021

GasHis-Transformer: A Multi-scale Visual Transformer Approach for Gastric Histopathology Image Classification.

[BibT_eX]

[DOI]

CoRR, 2021

A State-of-the-art Survey of Artificial Neural Networks for Whole-slide Image Analysis: from Popular Convolutional Neural Networks to Potential Visual Transformers.

[BibT_eX]

[DOI]

CoRR, 2021

A New Pairwise Deep Learning Feature For Environmental Microorganism Image Analysis.

[BibT_eX]

[DOI]

CoRR, 2021

A Comprehensive Review of Computer-aided Whole-slide Image Analysis: from Datasets to Feature Extraction, Segmentation, Classification, and Detection Approaches.

[BibT_eX]

[DOI]

CoRR, 2021

2020

Rank Pooling Approach for Wearable Sensor-Based ADLs Recognition.

[BibT_eX]

[DOI]

Sensors, 2020

Deep Transfer Learning for Time Series Data Based on Sensor Modality Classification.

[BibT_eX]

[DOI]

Sensors, 2020

Marker-Based Movement Analysis of Human Body Parts in Therapeutic Procedure.

[BibT_eX]

[DOI]

Martin Zöller

Sensors, 2020

AI Approaches towards Prechtl's Assessment of General Movements: A Systematic Literature Review.

[BibT_eX]

[DOI]

Sensors, 2020

Recognition of Typical Locomotion Activities Based on the Sensor Data of a Smartphone in Pocket or Hand.

[BibT_eX]

[DOI]

Sensors, 2020

Comparison of 2.4 GHz WiFi FTM- and RSSI-Based Indoor Positioning Methods in Realistic Scenarios.

[BibT_eX]

[DOI]

Sensors, 2020

Short-term load forecasting with discrete state Hidden Markov Models.

[BibT_eX]

[DOI]

Sylwia Henselmeyer

J. Intell. Fuzzy Syst., 2020

A non-linear view transformations model for cross-view gait recognition.

[BibT_eX]

[DOI]

Neurocomputing, 2020

Sleep stage classification for child patients using DeConvolutional Neural Network.

[BibT_eX]

[DOI]

Artif. Intell. Medicine, 2020

2019

Spatiotemporal features of human motion for gait recognition.

[BibT_eX]

[DOI]

Signal Image Video Process., 2019

Labeling of partially occluded regions via the multi-layer CRF.

[BibT_eX]

[DOI]

Sergey Kosov

Multim. Tools Appl., 2019

A generic codebook based approach for gait recognition.

[BibT_eX]

[DOI]

Multim. Tools Appl., 2019

A polar model for fast object tracking in 360-degree camera images.

[BibT_eX]

[DOI]

Multim. Tools Appl., 2019

Automatic Detection of the Cracks on the Concrete Railway Sleepers.

[BibT_eX]

[DOI]

Int. J. Pattern Recognit. Artif. Intell., 2019

Electrooculography Application in Vision Therapy Using Smart Glasses.

[BibT_eX]

[DOI]

Maja Trzepacz

Przemyslaw Lagodzinski

Proceedings of the Information Technology in Biomedicine, 2019

Electromyography Based Translator of the Polish Sign Language.

[BibT_eX]

[DOI]

Noemi Kowalewska

Przemyslaw Lagodzinski

Proceedings of the Information Technology in Biomedicine, 2019

Feature Extraction and Classification of Sensor Signals in Cars Based on a Modified Codebook Approach.

[BibT_eX]

[DOI]

Proceedings of the Progress in Computer Recognition Systems, 2019

Deep Learning for Object Tracking in 360 Degree Videos.

[BibT_eX]

[DOI]

David Holighaus

Proceedings of the Progress in Computer Recognition Systems, 2019

2018

Example-Based 3D Trajectory Extraction of Objects From 2D Videos.

[BibT_eX]

[DOI]

Zeyd Boukhers

IEEE Trans. Circuits Syst. Video Technol., 2018

Representation and Matching of Team Managers: An Experimental Research.

[BibT_eX]

[DOI]

Olaf Flak

IEEE Trans. Comput. Soc. Syst., 2018

Comparison of Feature Learning Methods for Human Activity Recognition Using Wearable Sensors.

[BibT_eX]

[DOI]

Sensors, 2018

Detection of Infantile Movement Disorders in Video Data Using Deformable Part-Based Model.

[BibT_eX]

[DOI]

Manuel Schneider

Sensors, 2018

Smartphone-Based Indoor Localization within a 13th Century Historic Building.

[BibT_eX]

[DOI]

Sensors, 2018

Training-Based Methods for Comparison of Object Detection Methods for Visual Object Tracking.

[BibT_eX]

[DOI]

Bhargav Pamarthi

Sensors, 2018

Environmental microorganism classification using conditional random fields and deep convolutional neural networks.

[BibT_eX]

[DOI]

Pattern Recognit., 2018

Less restrictive camera odometry estimation from monocular camera.

[BibT_eX]

[DOI]

Zeyd Boukhers

Multim. Tools Appl., 2018

A computer vision-based system for monitoring Vojta therapy.

[BibT_eX]

[DOI]

Julien Helsper

Int. J. Medical Informatics, 2018

Codebook-based electrooculography data analysis towards cognitive activity recognition.

[BibT_eX]

[DOI]

Przemyslaw Lagodzinski

Comput. Biol. Medicine, 2018

A general framework for sensor-based human activity recognition.

[BibT_eX]

[DOI]

Lukas Köping

Comput. Biol. Medicine, 2018

Trends in Active and Assisted Living - Open hardware architecture, Human Data Interpretation, intervention and assistance.

[BibT_eX]

[DOI]

Comput. Biol. Medicine, 2018

Using a generic model for codebook-based gait recognition algorithms.

[BibT_eX]

[DOI]

Proceedings of the 2018 International Workshop on Biometrics and Forensics, 2018

Sensor Headband for Emotion Recognition in a Virtual Reality Environment.

[BibT_eX]

[DOI]

Proceedings of the Information Technology in Biomedicine, 2018

Cross- View Gait Recognition Using Non-Linear View Transformations of Spatiotemporal Features.

[BibT_eX]

[DOI]

Maryiam Zahoor

Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

Fast Kernel Density Estimation Using Gaussian Filter Approximation.

[BibT_eX]

[DOI]

Proceedings of the 21st International Conference on Information Fusion, 2018

Biomedical Data Acquisition and Processing to Recognize Emotions for Affective Learning.

[BibT_eX]

[DOI]

Proceedings of the 18th IEEE International Conference on Bioinformatics and Bioengineering, 2018

2017

Evaluating contour segment descriptors.

[BibT_eX]

[DOI]

Mach. Vis. Appl., 2017

Vojta-Therapy: A Vision-Based Framework to Recognize the Movement Patterns.

[BibT_eX]

[DOI]

Int. J. Softw. Innov., 2017

On Wi-Fi Model Optimizations for Smartphone-Based Indoor Localization.

[BibT_eX]

[DOI]

ISPRS Int. J. Geo Inf., 2017

Kobe University, NICT and University of Siegen at TRECVID 2017 AVS Task.

[BibT_eX]

[DOI]

Proceedings of the 2017 TREC Video Retrieval Evaluation, 2017

Augmenting Cognitive Processes and Behavior of Intelligent Virtual Agents by Modeling Synthetic Perception.

[BibT_eX]

[DOI]

Proceedings of the on Thematic Workshops of ACM Multimedia 2017, Mountain View, CA, USA, October 23, 2017

Integration of Multi-modal Cues in Synthetic Attention Processes to Drive Virtual Agent Behavior.

[BibT_eX]

[DOI]

Proceedings of the Intelligent Virtual Agents - 17th International Conference, 2017

Robust and Fast Object Tracking for Challenging 360-degree Videos.

[BibT_eX]

[DOI]

Proceedings of the 19th IEEE International Symposium on Multimedia, 2017

Recovering from sample impoverishment in context of indoor localisation.

[BibT_eX]

[DOI]

Proceedings of the 2017 International Conference on Indoor Positioning and Indoor Navigation, 2017

Real-Time Gesture Recognition using a Particle Filtering Approach.

[BibT_eX]

[DOI]

Proceedings of the 6th International Conference on Pattern Recognition Applications and Methods, 2017

Action Sequence Matching of Team Managers.

[BibT_eX]

[DOI]

Olaf Flak

Proceedings of the 6th International Conference on Pattern Recognition Applications and Methods, 2017

Person identification using spatiotemporal motion characteristics.

[BibT_eX]

[DOI]

Joanna Jaworek-Korjakowska

Proceedings of the 2017 IEEE International Conference on Image Processing, 2017

Automatic Detection of Blue-Whitish Veil as the Primary Dermoscopic Feature.

[BibT_eX]

[DOI]

Pawel Kleczek

Joanna Jaworek-Korjakowska

Proceedings of the Artificial Intelligence and Soft Computing, 2017

Classification of Physiological Data for Emotion Recognition.

[BibT_eX]

[DOI]

Philip Gouverneur

Proceedings of the Artificial Intelligence and Soft Computing, 2017

Gait Recognition Using Motion Trajectory Analysis.

[BibT_eX]

[DOI]

Frédéric Li

Proceedings of the 10th International Conference on Computer Recognition Systems CORES 2017, 2017

A Vision-Based Method for Automatic Crack Detection in Railway Sleepers.

[BibT_eX]

[DOI]

Proceedings of the 10th International Conference on Computer Recognition Systems CORES 2017, 2017

2016

Shape-based object matching using interesting points and high-order graphs.

[BibT_eX]

[DOI]

Pattern Recognit. Lett., 2016

Object matching with hierarchical skeletons.

[BibT_eX]

[DOI]

Pattern Recognit., 2016

Environmental microbiology aided by content-based image analysis.

[BibT_eX]

[DOI]

Pattern Anal. Appl., 2016

Towards large-scale multimedia retrieval enriched by knowledge about human interpretation - Retrospective survey.

[BibT_eX]

[DOI]

Multim. Tools Appl., 2016

Improving object classification robustness in RGB-D using adaptive SVMs.

[BibT_eX]

[DOI]

Multim. Tools Appl., 2016

Kobe University, NICT and University of Siegen at TRECVID 2016 AVS Task.

[BibT_eX]

[DOI]

Proceedings of the 2016 TREC Video Retrieval Evaluation, 2016

Investigations on skeleton completeness for skeleton-based shape matching.

[BibT_eX]

[DOI]

Proceedings of the Signal Processing: Algorithms, 2016

Multiple human detection in depth images.

[BibT_eX]

[DOI]

Proceedings of the 18th IEEE International Workshop on Multimedia Signal Processing, 2016

Emotion Recognition Based on Physiological Sensor Data Using Codebook Approach.

[BibT_eX]

[DOI]

Proceedings of the Information Technologies in Medicine - 5th International Conference, 2016

Human Activity Recognition Using Smartphone Sensors.

[BibT_eX]

[DOI]

Proceedings of the Information Technologies in Medicine - 5th International Conference, 2016

Polar Object Tracking in 360-Degree Camera Images.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Multimedia, 2016

Medical Data Understanding.

[BibT_eX]

[DOI]

Proceedings of the Information Systems Development: Complexity in Information Systems Development, 2016

On Monte Carlo smoothing in multi sensor indoor localisation.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Indoor Positioning and Indoor Navigation, 2016

Unknown object tracking in 360-degree camera images.

[BibT_eX]

[DOI]

Proceedings of the 23rd International Conference on Pattern Recognition, 2016

Environmental microorganism image retrieval using multiple colour channels fusion and particle swarm optimisation.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE International Conference on Image Processing, 2016

Automatic recognition of movement patterns in the vojta-therapy using RGB-D data.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE International Conference on Image Processing, 2016

Stem cell microscopic image segmentation using supervised normalized cuts.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE International Conference on Image Processing, 2016

Codebook approach for sensor-based human activity recognition.

[BibT_eX]

[DOI]

Lukas Köping

Proceedings of the 2016 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2016 ACM International Symposium on Wearable Computers, 2016

Convoy Detection in Crowded Surveillance Videos.

[BibT_eX]

[DOI]

Proceedings of the Human Behavior Understanding - 7th International Workshop, 2016

On prior navigation knowledge in multi sensor indoor localisation.

[BibT_eX]

[DOI]

Proceedings of the 19th International Conference on Information Fusion, 2016

An automatic vision-based monitoring system for accurate Vojta-therapy.

[BibT_eX]

[DOI]

Proceedings of the 15th IEEE/ACIS International Conference on Computer and Information Science, 2016

2015

Interactive tracking of insect posture.

[BibT_eX]

[DOI]

Pattern Recognit., 2015

Human-Machine Cooperation in Large-Scale Multimedia Retrieval: A Survey.

[BibT_eX]

[DOI]

Bipin Indurkhya

J. Probl. Solving, 2015

Weakly supervised detection of video events using hidden conditional random fields.

[BibT_eX]

[DOI]

Kuniaki Uehara

Int. J. Multim. Inf. Retr., 2015

Multi-scale textural feature extraction and particle swarm optimization based model selection for false positive reduction in mammography.

[BibT_eX]

[DOI]

Imad Zyout

Joanna Czajkowska

Comput. Medical Imaging Graph., 2015

Skeleton Graph Matching vs. Maximum Weight Cliques aorta registration techniques.

[BibT_eX]

[DOI]

Comput. Medical Imaging Graph., 2015

University of Siegen, Kobe University and NICT at TRECVID 2015 SIN and MED Tasks.

[BibT_eX]

[DOI]

Proceedings of the 2015 TREC Video Retrieval Evaluation, 2015

Representing the evolving temporal envelope of musical instruments sounds using Computer Vision methods.

[BibT_eX]

[DOI]

Ewa Lukasik

Proceedings of the Signal Processing: Algorithms, 2015

Enhanced surface normal computation by exploiting RGB-D sensory information.

[BibT_eX]

[DOI]

Proceedings of the 14th IAPR International Conference on Machine Vision Applications, 2015

Shape-based Object Matching Using Point Context.

[BibT_eX]

[DOI]

Proceedings of the 5th ACM on International Conference on Multimedia Retrieval, 2015

Environmental Microorganism Classification Using Sparse Coding and Weakly Supervised Learning.

[BibT_eX]

[DOI]

Proceedings of the 2nd International Workshop on Environmental Multimedia Retrieval, 2015

Extracting 3D Trajectories of Objects from 2D Videos using Particle Filter.

[BibT_eX]

[DOI]

Proceedings of the 5th ACM on International Conference on Multimedia Retrieval, 2015

Multi sensor 3D indoor localisation.

[BibT_eX]

[DOI]

Proceedings of the 2015 International Conference on Indoor Positioning and Indoor Navigation, 2015

Shape-based Object Retrieval and Classification with Supervised Optimisation.

[BibT_eX]

Proceedings of the ICPRAM 2015, 2015

Improving indoor localization by user feedback.

[BibT_eX]

[DOI]

Proceedings of the 18th International Conference on Information Fusion, 2015

Environmental Microbiological Content-Based Image Retrieval System Using Internal Structure Histogram.

[BibT_eX]

[DOI]

Proceedings of the 9th International Conference on Computer Recognition Systems CORES 2015, 2015

Shape-Based Eye Blinking Detection and Analysis.

[BibT_eX]

[DOI]

Proceedings of the 9th International Conference on Computer Recognition Systems CORES 2015, 2015

Object detection and depth estimation for 3D trajectory extraction.

[BibT_eX]

[DOI]

Proceedings of the 13th International Workshop on Content-Based Multimedia Indexing, 2015

Skeleton-based audio envelope shape analysis.

[BibT_eX]

[DOI]

Proceedings of the 3rd IAPR Asian Conference on Pattern Recognition, 2015

Video Retrieval Based on Uncertain Concept Detection Using Dempster-Shafer Theory.

[BibT_eX]

[DOI]

Proceedings of the Multimedia Data Mining and Analytics - Disruptive Innovation, 2015

2014

Multimedia Event Detection Using Hidden Conditional Random Fields.

[BibT_eX]

[DOI]

Kuniaki Uehara

Proceedings of the International Conference on Multimedia Retrieval, 2014

Statistical indoor localization using fusion of depth-images and step detection.

[BibT_eX]

[DOI]

Proceedings of the 2014 International Conference on Indoor Positioning and Indoor Navigation, 2014

Robust self-localization using Wi-Fi, step/turn-detection and recursive density estimation.

[BibT_eX]

[DOI]

Proceedings of the 2014 International Conference on Indoor Positioning and Indoor Navigation, 2014

Shape-Based Classification of Environmental Microorganisms.

[BibT_eX]

[DOI]

Proceedings of the 22nd International Conference on Pattern Recognition, 2014

Shape-based object retrieval by contour segment matching.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

3D object retrieval by 3D curve matching.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

Skeleton-based abdominal aorta registration technique.

[BibT_eX]

[DOI]

Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

Shape Matching Using Point Context and Contour Segments.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ACCV 2014, 2014

Object Similarity by Humans and Machines.

[BibT_eX]

[DOI]

Proceedings of the 2014 AAAI Fall Symposia, Arlington, Virginia, USA, November 13-15, 2014, 2014

2013

Trends in semantic and digital media technologies.

[BibT_eX]

[DOI]

Multim. Tools Appl., 2013

University of Siegen, Kobe University and Muroran Institute of Technology at TRECVID 2013 Multimedia Event Detection.

[BibT_eX]

[DOI]

Proceedings of the 2013 TREC Video Retrieval Evaluation, 2013

4-D fuzzy connectedness-based medical image segmentation technique.

[BibT_eX]

[DOI]

Proceedings of the 20th International Conference Mixed Design of Integrated Circuits and Systems, 2013

Robust 3-D Object Skeletonisation for the Similarity Measure.

[BibT_eX]

Proceedings of the ICPRAM 2013, 2013

Graph-based Shape Representation for Object Retrieval.

[BibT_eX]

Ali Amanpourgharaei

Christian Feinen

Proceedings of the ICPRAM 2013, 2013

Classification of environmental microorganisms in microscopic images using shape features and support vector machines.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Image Processing, 2013

Extended Investigations on Skeleton Graph Matching for Object Recognition.

[BibT_eX]

[DOI]

Proceedings of the 8th International Conference on Computer Recognition Systems CORES 2013, 2013

Texture-Based Text Detection in Digital Images with Wavelet Features and Support Vector Machines.

[BibT_eX]

[DOI]

Proceedings of the 8th International Conference on Computer Recognition Systems CORES 2013, 2013

2012

Blood Vessel Segmentation in HRT Images for Glaucoma Early Detection.

[BibT_eX]

[DOI]

Paula Lubina

Proceedings of the Information Technologies in Biomedicine, 2012

Examining the applicability of virtual reality technique for video retrieval.

[BibT_eX]

[DOI]

Kuniaki Uehara

Proceedings of the 10th International Workshop on Content-Based Multimedia Indexing, 2012

2011

A Generic Approach to the Texture Detection Problem in Digital Images.

[BibT_eX]

[DOI]

Proceedings of the Computer Recognition Systems 4, 2011

2010

A system for 3D texture-based probabilistic object recognition and its applications.

[BibT_eX]

[DOI]

Pattern Anal. Appl., 2010

Introduction to the special issue on semantic and digital media technologies.

[BibT_eX]

[DOI]

Multim. Tools Appl., 2010

Local Wavelet Features for Statistical Object Classification and Localization.

[BibT_eX]

[DOI]

IEEE Multim., 2010

Classification of Image Regions Using the Wavelet Standard Deviation Descriptor.

[BibT_eX]

[DOI]

Proceedings of the International Multiconference on Computer Science and Information Technology, 2010

Counting Lymphocytes in Histopathology Images Using Connected Components.

[BibT_eX]

[DOI]

Felix Graf

Dietrich Paulus

Proceedings of the Recognizing Patterns in Signals, Speech, Images and Videos, 2010

A Multi-stage Approach for 3D Teeth Segmentation from Dentition Surfaces.

[BibT_eX]

[DOI]

Proceedings of the Image and Signal Processing, 4th International Conference, 2010

Teeth segmentation in 3D dentition models for the virtual articulator.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Image Processing, 2010

Wavelet-Based Inpainting for Object Removal from Image Series.

[BibT_eX]

[DOI]

Sebastian Vetter

Georgios Th. Papadopoulos

Dietrich Paulus

Proceedings of the Pattern Recognition, 2010

Recognition of Objects Represented in Different Color Spaces.

[BibT_eX]

[DOI]

Proceedings of the 5th European Conference on Colour in Graphics, 2010

2009

Comparative evaluation of spatial context techniques for semantic image analysis.

[BibT_eX]

[DOI]

Proceedings of the 10th Workshop on Image Analysis for Multimedia Interactive Services, 2009

Large Scale Tag Recommendation Using Different Image Representations.

[BibT_eX]

[DOI]

Rabeeh Abbasi

Steffen Staab

Proceedings of the Semantic Multimedia, 2009

Probabilistic classification of intracranial gliomas in digital microscope images based on EGFR quantity.

[BibT_eX]

[DOI]

Marianna Buckan

Sigrid Horn

Proceedings of the Medical Imaging 2009: Image Processing, 2009

2008

Labelling Image Regions Using Wavelet Features and Spatial Prototypes.

[BibT_eX]

[DOI]

Carsten Saathoff

Steffen Staab

Proceedings of the Semantic Multimedia, 2008

Semantic Multimedia.

[BibT_eX]

[DOI]

Proceedings of the Reasoning Web, 2008

2007

Appearance based statistical object recognition including color and context modeling.

[BibT_eX]

[DOI]

PhD thesis, 2007

Statistical 3D object classification and localization with context modeling.

[BibT_eX]

[DOI]

Ebroul Izquierdo

Proceedings of the 15th European Signal Processing Conference, 2007

User driven systems to bridge the semantic gap.

[BibT_eX]

[DOI]

Divna Djordjevic

Ebroul Izquierdo

Proceedings of the 15th European Signal Processing Conference, 2007

Shot boundary detection using spectral clustering.

[BibT_eX]

[DOI]

Uros Damnjanovic

Ebroul Izquierdo

Proceedings of the 15th European Signal Processing Conference, 2007

Wavelet and Eigen-Space Feature Extraction for Classification of Metallography Images.

[BibT_eX]

[DOI]

Proceedings of the Information Modelling and Knowledge Bases XIX, 2007

2005

Appearance-based recognition of 3-D objects by cluttered background and occlusions.

[BibT_eX]

[DOI]

Pattern Recognit., 2005

Statistical Object Recognition Including Color Modeling.

[BibT_eX]

[DOI]

Heinrich Niemann

Proceedings of the Image Analysis and Recognition, Second International Conference, 2005

Feature Extraction with Wavelet Transformation for Statistical Object Recognition.

[BibT_eX]

[DOI]

Michael Reinhold

Heinrich Niemann

Proceedings of the Computer Recognition Systems, 2005

2004

Statistical Object Recognition for Multi-Object Scenes with Heterogeneous Background.

[BibT_eX]