Aggelos K. Katsaggelos
Orcid: 0000-0003-4554-0070Affiliations:
- Northwestern University, Illinois, USA
According to our database1,
Aggelos K. Katsaggelos
authored at least 698 papers
between 1983 and 2024.
Collaborative distances:
Collaborative distances:
Awards
IEEE Fellow
IEEE Fellow 1998, "For contributions to the theory and application of iterative image restoration methods.".
Timeline
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Online presence:
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Bibliography
2024
Development of a Miniaturized Mechanoacoustic Sensor for Continuous, Objective Cough Detection, Characterization and Physiologic Monitoring in Children With Cystic Fibrosis.
IEEE J. Biomed. Health Informatics, October, 2024
IEEE Trans. Circuits Syst. Video Technol., October, 2024
HabitSense: A Privacy-Aware, AI-Enhanced Multimodal Wearable Platform for mHealth Applications.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., August, 2024
A Joint Intensity-Neuromorphic Event Imaging System With Bandwidth-Limited Communication Channel.
IEEE Trans. Neural Networks Learn. Syst., May, 2024
A deep learning method for predicting the COVID-19 ICU patient outcome fusing X-rays, respiratory sounds, and ICU parameters.
Expert Syst. Appl., January, 2024
IEEE Trans. Multim., 2024
Identifying Defects without a priori Knowledge in a Room-Temperature Semiconductor Detector Using Physics Inspired Machine Learning Model.
Sensors, 2024
Medical Image Anal., 2024
An end-to-end approach to combine attention feature extraction and Gaussian Process models for deep multiple instance learning in CT hemorrhage detection.
Expert Syst. Appl., 2024
BCD-net: Stain separation of histological images using deep variational Bayesian blind color deconvolution.
Digit. Signal Process., 2024
Sm: enhanced localization in Multiple Instance Learning for medical imaging classification.
CoRR, 2024
DRL-STNet: Unsupervised Domain Adaptation for Cross-modality Medical Image Segmentation via Disentangled Representation Learning.
CoRR, 2024
RN-SDEs: Limited-Angle CT Reconstruction with Residual Null-Space Diffusion Stochastic Differential Equations.
CoRR, 2024
A General Method to Incorporate Spatial Information into Loss Functions for GAN-based Super-resolution Models.
CoRR, 2024
Comput. Medical Imaging Graph., 2024
Recent advancements and applications of deep learning in heart failure: Α systematic review.
Comput. Biol. Medicine, 2024
Hyperbolic Secant representation of the logistic function: Application to probabilistic Multiple Instance Learning for CT intracranial hemorrhage detection.
Artif. Intell., 2024
Brighteye: Glaucoma Screening with Color Fundus Photographs Based on Vision Transformer.
Proceedings of the IEEE International Symposium on Biomedical Imaging, 2024
Proceedings of the IEEE International Symposium on Biomedical Imaging, 2024
Blind Color Deconvolution and Classification of Histological Images Using the Hyperbolic Secant Prior.
Proceedings of the IEEE International Symposium on Biomedical Imaging, 2024
Avian Activity Classification Using Recurrent Networks to Fuse Videos with Metadata on Imbalanced Datasets.
Proceedings of the 2024 10th International Conference on Computing and Artificial Intelligence, 2024
Cross-Temporal Spectrogram Autoencoder (CTSAE): Unsupervised Dimensionality Reduction for Clustering Gravitational Wave Glitches.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024
2023
ACM Trans. Intell. Syst. Technol., October, 2023
Digit. Signal Process., October, 2023
IEEE Internet Things J., July, 2023
Knowl. Based Syst., 2023
Video-Specific Query-Key Attention Modeling for Weakly-Supervised Temporal Action Localization.
CoRR, 2023
The secret of immersion: actor driven camera movement generation for auto-cinematography.
CoRR, 2023
DeepCOVID-Fuse: A Multi-modality Deep Learning Model Fusing Chest X-Radiographs and Clinical Variables to Predict COVID-19 Risk Levels.
CoRR, 2023
Deep Gaussian Processes for Classification With Multiple Noisy Annotators. Application to Breast Cancer Tissue Classification.
IEEE Access, 2023
Proceedings of the 6th IEEE International Conference on Multimedia Information Processing and Retrieval, 2023
Proceedings of the 6th IEEE International Conference on Multimedia Information Processing and Retrieval, 2023
Stage Detection of Mild Cognitive Impairment: Region-dependent Graph Representation Learning on Brain Morphable Meshes.
Proceedings of the Medical Imaging with Deep Learning, 2023
Smooth Attention for Deep Multiple Instance Learning: Application to CT Intracranial Hemorrhage Detection.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023
Proceedings of the Artificial Intelligence Applications and Innovations, 2023
Proceedings of the IEEE International Conference on Image Processing, 2023
Proceedings of the IEEE International Conference on Image Processing, 2023
Proceedings of the IEEE International Conference on Image Processing, 2023
Proceedings of the IEEE International Conference on Image Processing, 2023
Proceedings of the 31st European Signal Processing Conference, 2023
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023
Proceedings of the IEEE/ACM Conference on Connected Health: Applications, 2023
Crowdsourcing Segmentation of Histopathological Images Using Annotations Provided by Medical Students.
Proceedings of the Artificial Intelligence in Medicine, 2023
2022
Adaptive Illumination Based Depth Sensing Using Deep Superpixel and Soft Sampling Approximation.
IEEE Trans. Computational Imaging, 2022
Automated Lung Sound Classification Using a Hybrid CNN-LSTM Network and Focal Loss Function.
Sensors, 2022
Sensors, 2022
IEEE Trans. Pattern Anal. Mach. Intell., 2022
Guided Event Filtering: Synergy Between Intensity Images and Neuromorphic Events for High Performance Imaging.
IEEE Trans. Pattern Anal. Mach. Intell., 2022
Editorial: Introduction to the Special Issue on Deep Learning for High-Dimensional Sensing.
IEEE J. Sel. Top. Signal Process., 2022
SmokeMon: Unobtrusive Extraction of Smoking Topography Using Wearable Energy-Efficient Thermal.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2022
CoRR, 2022
Discrete, recurrent, and scalable patterns in human judgement underlie affective picture ratings.
CoRR, 2022
Deep Gaussian processes for multiple instance learning: Application to CT intracranial hemorrhage detection.
Comput. Methods Programs Biomed., 2022
Bayesian K-SVD for H and E blind color deconvolution. Applications to stain normalization, data augmentation and cancer classification.
Comput. Medical Imaging Graph., 2022
Impacts of Image Obfuscation on Fine-grained Activity Recognition in Egocentric Video.
Proceedings of the 2022 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events, 2022
Proceedings of the 2022 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events, 2022
Reconstruction of Resting State FMRI Using LSTM Variational Auto-Encoder on Subcortical Surface to Detect Epilepsy.
Proceedings of the 19th IEEE International Symposium on Biomedical Imaging, 2022
Proceedings of the International Joint Conference on Neural Networks, 2022
Investigating the Potential of Auxiliary-Classifier Gans for Image Classification in Low Data Regimes.
Proceedings of the IEEE International Conference on Acoustics, 2022
medXGAN: Visual Explanations for Medical Classifiers through a Generative Latent Space.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2022
Visual Explanations for Convolutional Neural Networks via Latent Traversal of Generative Adversarial Networks (Student Abstract).
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022
2021
IEEE Signal Process. Mag., 2021
Digit. Signal Process., 2021
Visual Explanations for Convolutional Neural Networks via Latent Traversal of Generative Adversarial Networks.
CoRR, 2021
Snapshot Compressive Imaging: Principle, Implementation, Theory, Algorithms and Applications.
CoRR, 2021
Blind color deconvolution, normalization, and classification of histological images using general super Gaussian priors and Bayesian inference.
Comput. Methods Programs Biomed., 2021
Comput. Medical Imaging Graph., 2021
Automated Atrial Fibrillation Detection using a Hybrid CNN-LSTM Network on Imbalanced ECG Datasets.
Biomed. Signal Process. Control., 2021
Machine learning with high-resolution aerial imagery and data fusion to improve and automate the detection of wetlands.
Int. J. Appl. Earth Obs. Geoinformation, 2021
Combining Attention-Based Multiple Instance Learning and Gaussian Processes for CT Hemorrhage Detection.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021
Improving Acquisition Speed of X-Ray Ptychography Through Spatial Undersampling and Regularization.
Proceedings of the 2021 IEEE International Conference on Image Processing, 2021
Proceedings of the 2021 IEEE International Conference on Image Processing, 2021
Proceedings of the 2021 IEEE International Conference on Image Processing, 2021
A Data Fusion Method For The Delayering Of X-Ray Fluorescence Images Of Painted Works Of Art.
Proceedings of the 2021 IEEE International Conference on Image Processing, 2021
Proceedings of the 2021 IEEE International Conference on Image Processing, 2021
Proceedings of the 55th Asilomar Conference on Signals, Systems, and Computers, 2021
2020
Adaptive Image Sampling Using Deep Learning and Its Application on X-Ray Fluorescence Image Reconstruction.
IEEE Trans. Multim., 2020
IEEE Trans. Learn. Technol., 2020
IEEE Trans. Image Process., 2020
Signal Image Video Process., 2020
Sensors, 2020
A TV-based image processing framework for blind color deconvolution and classification of histological images.
Digit. Signal Process., 2020
A single video super-resolution GAN for multiple downsampling operators based on pseudo-inverse image formation models.
Digit. Signal Process., 2020
Digit. Signal Process., 2020
CoRR, 2020
Teaching citizen scientists to categorize glitches using machine learning guided training.
Comput. Hum. Behav., 2020
Interpretation of Brain Morphology in Association to Alzheimer's Disease Dementia Classification Using Graph Convolutional Networks on Triangulated Meshes.
Proceedings of the Shape in Medical Imaging - International Workshop, 2020
Proceedings of the IEEE International Conference on Image Processing, 2020
Fully Automatic Blind Color Deconvolution of Histological Images Using Super Gaussians.
Proceedings of the 28th European Signal Processing Conference, 2020
Proceedings of the 28th European Signal Processing Conference, 2020
Joint Filtering of Intensity Images and Neuromorphic Events for High-Resolution Noise-Robust Imaging.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020
Proceedings of the Computational Imaging XVIII, Burlingame, 2020
2019
IEEE Trans. Image Process., 2019
Inf. Fusion, 2019
Optical Flow Prediction for Blind and Non-Blind Video Error Concealment Using Deep Neural Networks.
Int. J. Multim. Data Eng. Manag., 2019
Digit. Signal Process., 2019
Visible transmission imaging of watermarks by suppression of occluding text or drawings.
Digit. Appl. Archaeol. Cult. Heritage, 2019
Self-Supervised Fine-tuning for Image Enhancement of Super-Resolution Deep Neural Networks.
CoRR, 2019
Automated Polysomnography Analysis for Detection of Non-Apneic and Non-Hypopneic Arousals using Feature Engineering and a Bidirectional LSTM Network.
CoRR, 2019
Sinogram Image Completion for Limited Angle Tomography With Generative Adversarial Networks.
Proceedings of the 2019 IEEE International Conference on Image Processing, 2019
A 3D Cross-Hemisphere Neighborhood Difference Convnet for Chronic Stroke Lesion Segmentation.
Proceedings of the 2019 IEEE International Conference on Image Processing, 2019
Efficient Fine-Tuning of Neural Networks for Artifact Removal in Deep Learning for Inverse Imaging Problems.
Proceedings of the 2019 IEEE International Conference on Image Processing, 2019
Gan-Based Video Super-Resolution With Direct Regularized Inversion of the Low-Resolution Formation Model.
Proceedings of the 2019 IEEE International Conference on Image Processing, 2019
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision Workshops, 2019
Proceedings of the IEEE International Conference on Acoustics, 2019
Proceedings of the IEEE International Conference on Acoustics, 2019
Proceedings of the IEEE International Conference on Acoustics, 2019
Direct Estimation of Weights and Efficient Training of Deep Neural Networks without SGD.
Proceedings of the IEEE International Conference on Acoustics, 2019
Proceedings of the 27th European Signal Processing Conference, 2019
A Composite Discriminator for Generative Adversarial Network based Video Super-Resolution.
Proceedings of the 27th European Signal Processing Conference, 2019
Proceedings of the 27th European Signal Processing Conference, 2019
Multiple-Degradation Video Super-Resolution with Direct Inversion of the Low-Resolution Formation Model.
Proceedings of the 27th European Signal Processing Conference, 2019
Proceedings of the 27th European Signal Processing Conference, 2019
2018
Using Deep Neural Networks for Inverse Problems in Imaging: Beyond Analytical Methods.
IEEE Signal Process. Mag., 2018
Pattern Recognit. Lett., 2018
Digit. Signal Process., 2018
Neuroimaging Modality Fusion in Alzheimer's Classification Using Convolutional Neural Networks.
CoRR, 2018
Comput. Ind., 2018
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018
Bayesian Approach for Automatic Joint Parameter Estimation in 3D Image Reconstruction from Multi-Focus Microscope.
Proceedings of the 2018 IEEE International Conference on Image Processing, 2018
Proceedings of the 2018 IEEE International Conference on Image Processing, 2018
Proceedings of the 2018 IEEE International Conference on Image Processing, 2018
Proceedings of the 2018 IEEE International Conference on Image Processing, 2018
Blind Color Deconvolution of Histopathological Images Using a Variational Bayesian Approach.
Proceedings of the 2018 IEEE International Conference on Image Processing, 2018
Proceedings of the 2018 IEEE International Conference on Image Processing, 2018
Proceedings of the Image Analysis and Recognition - 15th International Conference, 2018
Proceedings of the 2018 IEEE International Conference on Computational Photography, 2018
3D Image Reconstruction from Multi-Focus Microscope: Axial Super-Resolution and Multiple-Frame Processing.
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018
Proceedings of the Computing in Cardiology, 2018
2017
IEEE Trans. Image Process., 2017
IEEE Trans. Image Process., 2017
IEEE Trans. Computational Imaging, 2017
ECG-Based Classification of Resuscitation Cardiac Rhythms for Retrospective Data Analysis.
IEEE Trans. Biomed. Eng., 2017
EURASIP J. Adv. Signal Process., 2017
Digit. Signal Process., 2017
Photometric Stereo by UV-Induced Fluorescence to Detect Protrusions on Georgia O'Keeffe's Paintings.
CoRR, 2017
Convergence of Deep Neural Networks to a Hierarchical Covariance Matrix Decomposition.
CoRR, 2017
Global hard thresholding algorithms for joint sparse image representation and denoising.
CoRR, 2017
Automatic classification of resuscitation activities on birth-asphyxiated newborns using acceleration and ECG signals.
Biomed. Signal Process. Control., 2017
Proceedings of the 2017 IEEE International Conference on Image Processing, 2017
Proceedings of the 2017 IEEE International Conference on Image Processing, 2017
Proceedings of the 2017 IEEE International Conference on Image Processing, 2017
Proceedings of the 2017 IEEE International Conference on Image Processing, 2017
Proceedings of the New Trends in Image Analysis and Processing - ICIAP 2017, 2017
A bayesian multi-frame image super-resolution algorithm using the Gaussian Information Filter.
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017
Parameter estimation in spike and slab variational inference for blind image deconvolution.
Proceedings of the 25th European Signal Processing Conference, 2017
Proceedings of the 25th European Signal Processing Conference, 2017
Proceedings of the 13th IEEE International Conference on e-Science, 2017
A Logarithmic X-Ray Imaging Model for Baggage Inspection: Simulation and Object Detection.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2017
Detection of Atrial Fibrillation in ECG Hand-held Devices Using a Random Forest Classifier.
Proceedings of the Computing in Cardiology, 2017
2016
Joint Data Filtering and Labeling Using Gaussian Processes and Alternating Direction Method of Multipliers.
IEEE Trans. Image Process., 2016
IEEE Trans. Computational Imaging, 2016
Computational Imaging for Cultural Heritage: Recent developments in spectral imaging, 3-D surface measurement, image relighting, and X-ray mapping.
IEEE Signal Process. Mag., 2016
SSIM-Based Distortion Estimation for Optimized Video Transmission over Inherently Noisy Channels.
Int. J. Multim. Data Eng. Manag., 2016
Compressive sensing super resolution from multiple observations with application to passive millimeter wave images.
Digit. Signal Process., 2016
CoRR, 2016
Variational Gaussian process for missing label crowdsourcing classification problems.
Proceedings of the 26th IEEE International Workshop on Machine Learning for Signal Processing, 2016
Proceedings of the IEEE 12th Image, Video, and Multidimensional Signal Processing Workshop, 2016
Proceedings of the 2016 IEEE International Conference on Image Processing, 2016
Bayesian logistic regression with sparse general representation prior for multispectral image classification.
Proceedings of the 2016 IEEE International Conference on Image Processing, 2016
A novel cumulative distortion metric and a no-reference sparse prediction model for packet prioritization in encoded video transmission.
Proceedings of the 2016 IEEE International Conference on Image Processing, 2016
Multiframe blind deconvolution of passive millimeter wave images using variational dirichlet blur kernel estimation.
Proceedings of the 2016 IEEE International Conference on Image Processing, 2016
Proceedings of the 2016 IEEE International Conference on Image Processing, 2016
Proceedings of the 2016 IEEE International Conference on Image Processing, 2016
Proceedings of the 2016 IEEE International Conference on Image Processing, 2016
Proceedings of the 2016 IEEE International Conference on Image Processing, 2016
Proceedings of the 24th European Signal Processing Conference, 2016
Automatic pigment identification on roman Egyptian paintings by using sparse modeling of hyperspectral images.
Proceedings of the 24th European Signal Processing Conference, 2016
Classification of multiple annotator data using variational Gaussian process inference.
Proceedings of the 24th European Signal Processing Conference, 2016
Heart Sound Anomaly and Quality Detection using Ensemble of Neural Networks without Segmentation.
Proceedings of the Computing in Cardiology, CinC 2016, Vancouver, 2016
Cambridge University Press, ISBN: 9781316402276, 2016
2015
Robust Recovery of Temporally Smooth Signals From Under-Determined Multiple Measurements.
IEEE Trans. Signal Process., 2015
IEEE Signal Process. Lett., 2015
Digit. Signal Process., 2015
Cardiac magnetic resonance image-based classification of the risk of arrhythmias in post-myocardial infarction patients.
Artif. Intell. Medicine, 2015
Proceedings of the 1st International ICST Conference on Multimedia Services Access Networks, 2015
Distortion Estimation Using Structural Similarity for Video Transmission over Wireless Networks.
Proceedings of the 2015 IEEE International Symposium on Multimedia, 2015
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015
Proceedings of the 23rd European Signal Processing Conference, 2015
Proceedings of the 23rd European Signal Processing Conference, 2015
Proceedings of the 23rd European Signal Processing Conference, 2015
Proceedings of the 2nd Digital Heritage International Congress, 2015
Proceedings of the 2015 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2015
2014
IEEE Trans. Intell. Transp. Syst., 2014
Construction of Incoherent Unit Norm Tight Frames With Application to Compressed Sensing.
IEEE Trans. Inf. Theory, 2014
IEEE Trans. Geosci. Remote. Sens., 2014
IEEE Signal Process. Lett., 2014
Combining Poisson singular integral and total variation prior models in image restoration.
Signal Process., 2014
J. Vis. Commun. Image Represent., 2014
Frontiers Neuroinformatics, 2014
Digit. Signal Process., 2014
Fast iteratively reweighted least squares for lp regularized image deconvolution and reconstruction.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014
Parameter estimation in Bayesian Blind Deconvolution with super Gaussian image priors.
Proceedings of the 22nd European Signal Processing Conference, 2014
Bayesian classification and active learning using lp-priors. Application to image segmentation.
Proceedings of the 22nd European Signal Processing Conference, 2014
Proceedings of the 22nd European Signal Processing Conference, 2014
Proceedings of the 22nd European Signal Processing Conference, 2014
2013
Proceedings of the Multimodal Interaction in Image and Video Applications, 2013
IEEE Trans. Signal Process., 2013
Application-Aware Approach to Compression and Transmission of H.264 Encoded Video for Automated and Centralized Transportation Surveillance.
IEEE Trans. Intell. Transp. Syst., 2013
IEEE Trans. Image Process., 2013
Laplacian embedding and key points topology verification for large scale mobile visual identification.
Signal Process. Image Commun., 2013
J. Commun., 2013
Inf. Fusion, 2013
IEEE Multim., 2013
Digit. Signal Process., 2013
Proceedings of the 2013 9th International Wireless Communications and Mobile Computing Conference, 2013
Proceedings of the 2013 IEEE International Conference on Multimedia and Expo, 2013
Proceedings of the 2013 IEEE International Conference on Multimedia and Expo Workshops, 2013
Proceedings of the 2013 IEEE International Conference on Multimedia and Expo Workshops, 2013
Proceedings of the IEEE International Conference on Image Processing, 2013
Proceedings of the IEEE International Conference on Image Processing, 2013
Real-time super-resolution for digital zooming using finite kernel-based edge orientation estimation and truncated image restoration.
Proceedings of the IEEE International Conference on Image Processing, 2013
Proceedings of the IEEE International Conference on Image Processing, 2013
Frequency-domain analysis of discrete wavelet transform coefficients and their adaptive shrinkage for anti-aliasing.
Proceedings of the IEEE International Conference on Image Processing, 2013
Proceedings of the 18th International Conference on Digital Signal Processing, 2013
Proceedings of the IEEE International Conference on Acoustics, 2013
Compressive sensing-based image denoising using adaptive multiple sampling and optimal error tolerance.
Proceedings of the IEEE International Conference on Acoustics, 2013
Light field acquisition from blurred observations using a programmable coded aperture camera.
Proceedings of the 21st European Signal Processing Conference, 2013
Proceedings of the 21st European Signal Processing Conference, 2013
Image deblurring combining poisson singular integral and total variation prior models.
Proceedings of the 21st European Signal Processing Conference, 2013
Proceedings of the 21st European Signal Processing Conference, 2013
Proceedings of the 10th IEEE International Conference on Advanced Video and Signal Based Surveillance, 2013
2012
IEEE Trans. Signal Process., 2012
Special Issue on Subspace and Manifold Learning for Image and Video Indexing and Search.
IEEE Trans. Syst. Man Cybern. Part B, 2012
Joint Demosaicing and Subpixel-Based Down-Sampling for Bayer Images: A Fast Frequency-Domain Analysis Approach.
IEEE Trans. Multim., 2012
Noncontact Millimeter-Wave Real-Time Detection and Tracking of Heart Rate on an Ambulatory Subject.
IEEE Trans. Inf. Technol. Biomed., 2012
IEEE Trans. Image Process., 2012
IEEE Trans. Image Process., 2012
IEEE Trans. Image Process., 2012
Signal Process. Image Commun., 2012
Signal Process. Image Commun., 2012
EURASIP J. Image Video Process., 2012
Proceedings of the 2012 Visual Communications and Image Processing, 2012
Compressive sampling with unknown blurring function: Application to passive millimeter-wave imaging.
Proceedings of the 19th IEEE International Conference on Image Processing, 2012
Single camera-based full depth map estimation using color shifting property of a multiple color-filter aperture.
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012
Proceedings of the 20th European Signal Processing Conference, 2012
Proceedings of the 20th European Signal Processing Conference, 2012
Proceedings of the 20th European Signal Processing Conference, 2012
Hyperparameters estimation for the Bayesian localization of the EEG sources with TV priors.
Proceedings of the 20th European Signal Processing Conference, 2012
Proceedings of the 20th European Signal Processing Conference, 2012
Local Binary Patterns used on Cardiac MRI to classify high and low risk patient groups.
Proceedings of the 20th European Signal Processing Conference, 2012
Tracking-optimal error control schemes for H.264 compressed video for vehicle surveillance.
Proceedings of the 20th European Signal Processing Conference, 2012
Proceedings of the Computer Vision - ECCV 2012, 2012
2011
Super Resolution of Multispectral Images using ℓ1 Image Models and Interband Correlations.
J. Signal Process. Syst., 2011
Low-Complexity Tracking-Aware H.264 Video Compression for Transportation Surveillance.
IEEE Trans. Circuits Syst. Video Technol., 2011
NeuroImage, 2011
A survey of classical methods and new trends in pansharpening of multispectral images.
EURASIP J. Adv. Signal Process., 2011
Comput. Vis. Image Underst., 2011
Proceedings of the Computational Intelligence for Multimedia Understanding, 2011
Image prior combination in space-variant blur deconvolution for the dual exposure problem.
Proceedings of the 7th International Symposium on Image and Signal Processing and Analysis, 2011
Proceedings of the 7th International Symposium on Image and Signal Processing and Analysis, 2011
Proceedings of the 2011 IEEE International Geoscience and Remote Sensing Symposium, 2011
Proceedings of the 2011 IEEE International Conference on Multimedia and Expo, 2011
Proceedings of the 2011 IEEE International Conference on Multimedia and Expo, 2011
Proceedings of the 2011 IEEE International Conference on Multimedia and Expo, 2011
Proceedings of the 2011 IEEE International Conference on Multimedia and Expo, 2011
Proceedings of the 18th IEEE International Conference on Image Processing, 2011
Proceedings of the 18th IEEE International Conference on Image Processing, 2011
Channel protection for H.264 compression in transportation video surveillance applications.
Proceedings of the 18th IEEE International Conference on Image Processing, 2011
Tracking-optimized quantization for H.264 compression in transportation video surveillance applications.
Proceedings of the 18th IEEE International Conference on Image Processing, 2011
Proceedings of the 18th IEEE International Conference on Image Processing, 2011
Proceedings of the IEEE International Conference on Acoustics, 2011
Proceedings of the IEEE International Conference on Acoustics, 2011
Proceedings of the 19th European Signal Processing Conference, 2011
Maximum a posteriori super-resolution of compressed video with a novel multichannel image prior and a new observation model.
Proceedings of the 19th European Signal Processing Conference, 2011
Proceedings of the 19th European Signal Processing Conference, 2011
2010
Proceedings of the Intelligent Multimedia Communication: Techniques and Applications, 2010
Variational Bayesian Image Restoration With a Product of Spatially Weighted Total Variation Image Priors.
IEEE Trans. Image Process., 2010
IEEE Trans. Image Process., 2010
IEEE Trans. Image Process., 2010
IEEE Trans. Circuits Syst. Video Technol., 2010
Unequal Error Protection for Robust Streaming of Scalable Video Over Packet Lossy Networks.
IEEE Trans. Circuits Syst. Video Technol., 2010
Proceedings of the 11th Annual Conference of the International Speech Communication Association, 2010
Geospatial image mining for nuclear proliferation detection: Challenges and new opportunities.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2010
Proceedings of the International Conference on Image Processing, 2010
Proceedings of the International Conference on Image Processing, 2010
Using the Kullback-Leibler divergence to combine image priors in Super-Resolution image reconstruction.
Proceedings of the International Conference on Image Processing, 2010
Proceedings of the International Conference on Image Processing, 2010
Proceedings of the International Conference on Image Processing, 2010
Proceedings of the International Conference on Image Processing, 2010
Proceedings of the International Conference on Image Processing, 2010
Proceedings of the International Conference on Image Processing, 2010
Tracking-optimal pre- and post-processing for H.264 compression in traffic video surveillance applications.
Proceedings of the 17th IEEE International Conference on Electronics, 2010
Proceedings of the IEEE International Conference on Acoustics, 2010
Symmetrical EEG/FMRI fusion with spatially adaptive priors using variational distribution approximation.
Proceedings of the IEEE International Conference on Acoustics, 2010
Fast total variation image restoration with parameter estimation using bayesian inference.
Proceedings of the IEEE International Conference on Acoustics, 2010
Efficient image correspondence measurements in airborne applications using inertial navigation sensors.
Proceedings of the 18th European Signal Processing Conference, 2010
Proceedings of the 18th European Signal Processing Conference, 2010
Combining observation models in dual exposure problems using the Kullback-Leibler divergence.
Proceedings of the 18th European Signal Processing Conference, 2010
Proceedings of the 18th European Signal Processing Conference, 2010
Variational Bayesian inference image restoration using a product of total variation-like image priors.
Proceedings of the 2nd International Workshop on Cognitive Information Processing, 2010
2009
A quality-driven decision engine for live video transmission under service-oriented architecture.
IEEE Wirel. Commun., 2009
Decision-aided compensation of severe phase-impairment-induced inter-carrier interference in frequency-selective OFDM.
IEEE Trans. Wirel. Commun., 2009
IEEE Trans. Multim., 2009
Optimized Bit Extraction Using Distortion Modeling in the Scalable Extension of H.264/AVC.
IEEE Trans. Image Process., 2009
A Dynamic Hierarchical Clustering Method for Trajectory-Based Unusual Video Event Detection.
IEEE Trans. Image Process., 2009
IEEE Trans. Image Process., 2009
IEEE Trans. Image Process., 2009
An Efficient Video Indexing and Retrieval Algorithm Using the Luminance Field Trajectory Modeling.
IEEE Trans. Circuits Syst. Video Technol., 2009
J. Electronic Imaging, 2009
A Computational Auditory Scene Analysis-Enhanced Beamforming Approach for Sound Source Separation.
EURASIP J. Adv. Signal Process., 2009
Proceedings of the Sixth Annual IEEE Communications Society Conference on Sensor, 2009
Proceedings of the 2009 Picture Coding Symposium, 2009
Local Bayesian image restoration using variational methods and Gamma-Normal distributions.
Proceedings of the International Conference on Image Processing, 2009
Proceedings of the International Conference on Image Processing, 2009
Efficient motion compensated frame rate upconversion using multiple interpolations and median filtering.
Proceedings of the International Conference on Image Processing, 2009
Proceedings of the International Conference on Image Processing, 2009
Proceedings of the International Conference on Image Processing, 2009
Maximum a posteriori super-resolution of compressed video using a new multichannel image prior.
Proceedings of the International Conference on Image Processing, 2009
Proceedings of the International Conference on Image Processing, 2009
Proceedings of the 16th International Conference on Digital Signal Processing, 2009
Proceedings of the IEEE International Conference on Acoustics, 2009
Proceedings of the 17th European Signal Processing Conference, 2009
Parameter Estimation in Bayesian Super-Resolution Image Reconstruction from Low Resolution Rotated and Translated Images.
Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2009
Proceedings of the Semantic Mining Technologies for Multimedia Databases., 2009
2008
IEEE Trans. Signal Process., 2008
Resource Allocation for Downlink Multiuser Video Transmission Over Wireless Lossy Networks.
IEEE Trans. Image Process., 2008
Parameter Estimation in TV Image Restoration Using Variational Distribution Approximation.
IEEE Trans. Image Process., 2008
Joint Source Adaptation and Resource Allocation for Multi-User Wireless Video Streaming.
IEEE Trans. Circuits Syst. Video Technol., 2008
IEEE Trans. Commun., 2008
Joint Video Summarization and Transmission Adaptation for Energy-Efficient Wireless Video Streaming.
EURASIP J. Adv. Signal Process., 2008
Locally adaptive subspace and similarity metric learning for visual data clustering and retrieval.
Comput. Vis. Image Underst., 2008
Using Logarithmic Opinion Pooling Techniques in Bayesian Blind Multi-Channel Restoration.
Proceedings of the VISAPP 2008: Proceedings of the Third International Conference on Computer Vision Theory and Applications, Funchal, Madeira, Portugal, January 22-25, 2008, 2008
Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2008
Optimized Bit Extraction Using Distortion Estimation in the Scalable Extension of H.264/AVC.
Proceedings of the Tenth IEEE International Symposium on Multimedia (ISM2008), 2008
A phone-viseme dynamic Bayesian network for audio-visual automatic speech recognition.
Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008
Proceedings of the International Conference on Image Processing, 2008
A dynamic programming solution to tracking and elastically matching left ventricular walls in cardiac cine MRI.
Proceedings of the International Conference on Image Processing, 2008
Vector quantization with memory and multi-labeling for isolated video-only automatic speech recognition.
Proceedings of the International Conference on Image Processing, 2008
Feature space video stream consistency estimation for dynamic stream weighting in audio-visual speech recognition.
Proceedings of the International Conference on Image Processing, 2008
Proceedings of the International Conference on Image Processing, 2008
Proceedings of the International Conference on Image Processing, 2008
Proceedings of the International Conference on Image Processing, 2008
Proceedings of the 17th International Conference on Computer Communications and Networks, 2008
Proceedings of the IEEE International Conference on Acoustics, 2008
Generalized Gaussian Markov random field image restoration using variational distribution approximation.
Proceedings of the IEEE International Conference on Acoustics, 2008
Quality-Driven Optimization for Content-Aware Real-Time Video Streaming in Wireless Mesh Networks.
Proceedings of the Global Communications Conference, 2008. GLOBECOM 2008, New Orleans, LA, USA, 30 November, 2008
Proceedings of the 2008 16th European Signal Processing Conference, 2008
Proceedings of the 2008 16th European Signal Processing Conference, 2008
Proceedings of the 2008 16th European Signal Processing Conference, 2008
2007
Synthesis Lectures on Image, Video, and Multimedia Processing, Morgan & Claypool Publishers, ISBN: 978-3-031-02244-9, 2007
Synthesis Lectures on Image, Video, and Multimedia Processing, Morgan & Claypool Publishers, ISBN: 978-3-031-02243-2, 2007
Review of content-aware resource allocation schemes for video streaming over wireless networks.
Wirel. Commun. Mob. Comput., 2007
Multidimens. Syst. Signal Process., 2007
Content-Aware Resource Allocation and Packet Scheduling for Video Transmission over Wireless Networks.
IEEE J. Sel. Areas Commun., 2007
EURASIP J. Adv. Signal Process., 2007
A Study on the Usage of Cross-Layer Power Control and Forward Error Correction for Embedded Video Transmission over Wireless Links.
Adv. Multim., 2007
Variational posterior distribution approximation in bayesian emission tomography reconstruction using a gamma mixture prior.
Proceedings of the VISAPP 2007: Proceedings of the Second International Conference on Computer Vision Theory and Applications, Barcelona, Spain, March 8-11, 2007, 2007
Joint Source Coding and Data Rate Adaptation for Multi-User Wireless Video Transmission.
Proceedings of the 2007 IEEE International Conference on Multimedia and Expo, 2007
Proceedings of the International Conference on Image Processing, 2007
From Global to Local Bayesian Parameter Estimation in Image Restoration using Variational Distribution Approximations.
Proceedings of the International Conference on Image Processing, 2007
Proceedings of the International Conference on Image Processing, 2007
Total Variation Image Restoration and Parameter Estimation using Variational Posterior Distribution Approximation.
Proceedings of the International Conference on Image Processing, 2007
Proceedings of the 16th International Conference on Computer Communications and Networks, 2007
Content-Aware Resource Allocation for Scalable Video Transmission to Multiple Users Over a Wireless Network.
Proceedings of the IEEE International Conference on Acoustics, 2007
Optimal Mode Selection and Channel Coding for Video Transmission Over Wireless Channels using H.264/AVC.
Proceedings of the IEEE International Conference on Acoustics, 2007
Proceedings of the 15th European Signal Processing Conference, 2007
Proceedings of the 15th European Signal Processing Conference, 2007
Total variation blind deconvolution using a variational approach to parameter, image, and blur estimation.
Proceedings of the 15th European Signal Processing Conference, 2007
Proceedings of the 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2007), 2007
Proceedings of the International Workshop on Content-Based Multimedia Indexing, 2007
2006
Rate-distortion optimized hybrid error control for real-time packetized video transmission.
IEEE Trans. Image Process., 2006
Stochastic methods for joint registration, restoration, and interpolation of multiple undersampled images.
IEEE Trans. Image Process., 2006
Joint source-channel coding for wireless object-based video communications utilizing data hiding.
IEEE Trans. Image Process., 2006
Blind Deconvolution Using a Variational Approach to Parameter, Image, and Blur Estimation.
IEEE Trans. Image Process., 2006
IEEE Trans. Image Process., 2006
Automatic facial expression recognition using facial animation parameters and multistream HMMs.
IEEE Trans. Inf. Forensics Secur., 2006
EURASIP J. Adv. Signal Process., 2006
Proceedings of the 2006 IEEE International Conference on Multimedia and Expo, 2006
Proceedings of the International Conference on Image Processing, 2006
Parameter Estimation in Bayesian Reconstruction of Multispectral Images using Super Resolution Techniques.
Proceedings of the International Conference on Image Processing, 2006
Proceedings of the International Conference on Image Processing, 2006
Proceedings of the International Conference on Image Processing, 2006
Proceedings of the International Conference on Image Processing, 2006
Transmission Tomography Reconstruction Using Compound Gauss-Markov Random Fields and Ordered Subsets.
Proceedings of the Image Analysis and Recognition, Third International Conference, 2006
DNA Hybridization as a Similarity Criterion for Querying Digital Signals Stored in DNA Databases.
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006
Pricing Based Collaborative Multi-User Video Streamming Over Power Constrained Wireless Downlink.
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006
A content-aware scheduling scheme for video streaming to multiple users over wireless networks.
Proceedings of the 14th European Signal Processing Conference, 2006
Proceedings of the 14th European Signal Processing Conference, 2006
Joint source-channel coding and power allocation for video transmission over wireless fading channels.
Proceedings of the 3rd IEEE Consumer Communications and Networking Conference, 2006
2005
Joint source coding and packet classification for real-time video transmission over differentiated services networks.
IEEE Trans. Multim., 2005
Cost-distortion optimized unequal error protection for object-based video communications.
IEEE Trans. Circuits Syst. Video Technol., 2005
IEEE Trans. Circuits Syst. Video Technol., 2005
Joint source-channel coding and power adaptation for energy efficient wireless video communications.
Signal Process. Image Commun., 2005
Advances in Efficient Resource Allocation for Packet-Based Real-Time Video Transmission.
Proc. IEEE, 2005
J. Electronic Imaging, 2005
Proceedings of the IEEE 7th Workshop on Multimedia Signal Processing, 2005
Video Summarization and Transmission Power Adaptation for Very Low Bit Rate Multiuser Wireless Uplink Video Communication.
Proceedings of the IEEE 7th Workshop on Multimedia Signal Processing, 2005
Proceedings of the Advances in Natural Computation, First International Conference, 2005
Approximations of posterior distributions in blind deconvolution using variational methods.
Proceedings of the 2005 International Conference on Image Processing, 2005
Proceedings of the 2005 International Conference on Image Processing, 2005
A cross-layer approach for energy efficient transmission of progressively coded images over wireless channels.
Proceedings of the 2005 International Conference on Image Processing, 2005
Comparison of MPEG-4 facial animation parameter groups with respect to audio-visual speech recognition performance.
Proceedings of the 2005 International Conference on Image Processing, 2005
Proceedings of the Pattern Recognition and Image Analysis, Second Iberian Conference, 2005
Bayesian Reconstruction for Transmission Tomography with Scale Hyperparameter Estimation.
Proceedings of the Pattern Recognition and Image Analysis, Second Iberian Conference, 2005
Proceedings of the Global Telecommunications Conference, 2005. GLOBECOM '05, St. Louis, Missouri, USA, 28 November, 2005
Proceedings of the Electronic Imaging: Image and Video Communications and Processing 2005, 2005
Rate-distortion optimized video summary generation and transmission over packet lossy networks.
Proceedings of the Electronic Imaging: Image and Video Communications and Processing 2005, 2005
Proceedings of the Electronic Imaging: Image and Video Communications and Processing 2005, 2005
Energy efficient video summarization and transmission over a slow fading wireless channel.
Proceedings of the Electronic Imaging: Image and Video Communications and Processing 2005, 2005
2004
IEEE Trans. Signal Process., 2004
IEEE Trans. Image Process., 2004
Spatially adaptive high-resolution image reconstruction of DCT-based compressed images.
IEEE Trans. Image Process., 2004
IEEE Trans. Circuits Syst. Video Technol., 2004
Introduction to the Special Issue on Audio and Video Analysis for Multimedia Interactive Services.
IEEE Trans. Circuits Syst. Video Technol., 2004
IEEE Trans. Circuits Syst. Video Technol., 2004
IEEE Signal Process. Mag., 2004
Parameter estimation in Bayesian reconstruction of SPECT images: An aid in nuclear medicine diagnosis.
Int. J. Imaging Syst. Technol., 2004
High-resolution images from compressed low-resolution video: Motion estimation and observable pixels.
Int. J. Imaging Syst. Technol., 2004
An integrated joint source-channel coding framework for video transmission over packet lossy networks.
Proceedings of the 2004 International Conference on Image Processing, 2004
Proceedings of the 2004 International Conference on Image Processing, 2004
Joint object-based video encoding and power management for energy efficient wireless video communications.
Proceedings of the 2004 International Conference on Image Processing, 2004
Channel modeling and its effect on the end-to-end distortion in wireless video communications.
Proceedings of the 2004 International Conference on Image Processing, 2004
Robust circle detection using a weighted mse estimator.
Proceedings of the 2004 International Conference on Image Processing, 2004
Optimal sensor selection for video-based target tracking in a wireless sensor network.
Proceedings of the 2004 International Conference on Image Processing, 2004
Proceedings of the 2004 International Conference on Image Processing, 2004
Fast video shot retrieval by trace geometry matching in principal component space.
Proceedings of the 2004 International Conference on Image Processing, 2004
Motion estimation in high resolution image reconstruction from compressed video sequences.
Proceedings of the 2004 International Conference on Image Processing, 2004
A Hybrid Source-Channel Coding Scheme for Object-based Wireless Video Communications.
Proceedings of the International Conference On Computer Communications and Networks (ICCCN 2004), 2004
Proceedings of IEEE International Conference on Communications, 2004
Rate-distortion optimized product code forward error correction for video transmission over IP-based wireless networks.
Proceedings of the 2004 IEEE International Conference on Acoustics, 2004
Proceedings of the 2004 IEEE International Conference on Acoustics, 2004
Proceedings of the 2004 IEEE International Conference on Acoustics, 2004
Proceedings of the 2004 IEEE International Conference on Acoustics, 2004
Proceedings of the 2004 IEEE International Conference on Acoustics, 2004
Comparison of low- and high-level visual features for audio-visual continuous automatic speech recognition.
Proceedings of the 2004 IEEE International Conference on Acoustics, 2004
Quality metrics for measuring end-to-end distortion in packet-switched video communication systems.
Proceedings of the Human Vision and Electronic Imaging IX, 2004
Estimation of High Resolution Images and Registration Parameters from Low Resolution Observations.
Proceedings of the Progress in Pattern Recognition, 2004
2003
An efficient rate-distortion optimal shape coding approach utilizing a skeleton-based decomposition.
IEEE Trans. Image Process., 2003
Parameter estimation in Bayesian high-resolution image reconstruction with multisensors.
IEEE Trans. Image Process., 2003
IEEE Trans. Image Process., 2003
IEEE Trans. Circuits Syst. Video Technol., 2003
IEEE Trans. Computers, 2003
IEEE Signal Process. Mag., 2003
Joint source coding and data rate adaptation for energy efficient wireless video streaming.
IEEE J. Sel. Areas Commun., 2003
EURASIP J. Adv. Signal Process., 2003
Proceedings of the Seventh International Symposium on Signal Processing and Its Applications, 2003
Detection, Classification, and Collaborative Tracking of Multiple Targets Using Video Sensors.
Proceedings of the Information Processing in Sensor Networks, 2003
A rate-distortion optimized error control scheme for scalable video streaming over the Internet.
Proceedings of the 2003 IEEE International Conference on Multimedia and Expo, 2003
Operational rate-distortion optimal bit allocation between shape and texture for MPEG-4 video coding.
Proceedings of the 2003 IEEE International Conference on Multimedia and Expo, 2003
Proceedings of the 2003 IEEE International Conference on Multimedia and Expo, 2003
Proceedings of the 2003 IEEE International Conference on Multimedia and Expo, 2003
Product HMMs for audio-visual continuous speech recognition using facial animation parameters.
Proceedings of the 2003 IEEE International Conference on Multimedia and Expo, 2003
A novel cost-distortion optimization framework for video streaming over differentiated services networks.
Proceedings of the 2003 International Conference on Image Processing, 2003
EM-based simultaneous registration, restoration, and interpolation of super-resolved images.
Proceedings of the 2003 International Conference on Image Processing, 2003
Object-based video compression scheme with optimal bit allocation among shape, motion and texture.
Proceedings of the 2003 International Conference on Image Processing, 2003
Bayesian parameter estimation in image reconstruction from subsampled blurred observations.
Proceedings of the 2003 International Conference on Image Processing, 2003
Proceedings of the 2003 International Conference on Image Processing, 2003
Proceedings of the 2003 International Conference on Image Processing, 2003
Proceedings of the 2003 International Conference on Image Processing, 2003
Proceedings of the 2003 International Conference on Image Processing, 2003
Proceedings of the 2003 International Conference on Image Processing, 2003
Proceedings of the 2003 IEEE International Conference on Acoustics, 2003
Bayesian high resolution image reconstruction with incomplete multisensor low resolution systems.
Proceedings of the 2003 IEEE International Conference on Acoustics, 2003
Proceedings of the 2003 IEEE International Conference on Acoustics, 2003
Bayesian Image Estimation from an Incomplete Set of Blurred, Undersampled Low Resolution Images.
Proceedings of the Pattern Recognition and Image Analysis, First Iberian Conference, 2003
Bayesian SPECT Image Reconstruction with Scale Hyperparameter Estimation for Scalable Prior.
Proceedings of the Pattern Recognition and Image Analysis, First Iberian Conference, 2003
Proceedings of the Human Vision and Electronic Imaging VIII, 2003
Multi-channel Reconstruction of Video Sequences from Low-Resolution and Compressed Observations.
Proceedings of the Progress in Pattern Recognition, 2003
2002
IEEE Trans. Image Process., 2002
Joint source coding and transmission power management for energy efficient wireless video communications.
IEEE Trans. Circuits Syst. Video Technol., 2002
Int. J. Pattern Recognit. Artif. Intell., 2002
EURASIP J. Adv. Signal Process., 2002
Proceedings of the 16th International Conference on Pattern Recognition, 2002
Proceedings of the 4th IEEE International Conference on Multimodal Interfaces (ICMI 2002), 2002
Proceedings of the 2002 International Conference on Image Processing, 2002
Proceedings of the 2002 International Conference on Image Processing, 2002
Spatially adaptive high-resolution image reconstruction of low-resolution DCT-based compressed images.
Proceedings of the 2002 International Conference on Image Processing, 2002
Proceedings of the 2002 International Conference on Image Processing, 2002
Optimal source coding and transmission power management using a min-max expected distortion approach.
Proceedings of the 2002 International Conference on Image Processing, 2002
Proceedings of the 2002 International Conference on Image Processing, 2002
Proceedings of the 2002 International Conference on Image Processing, 2002
Proceedings of the 2002 International Conference on Image Processing, 2002
Scale hyperparameter estimation for GGMRF prior models with application to SPECT images.
Proceedings of the 14th International Conference on Digital Signal Processing, 2002
Reconstruction of high-resolution image frames from a sequence of low-resolution and compressed observations.
Proceedings of the IEEE International Conference on Acoustics, 2002
Proceedings of the IEEE International Conference on Acoustics, 2002
Proceedings of the IEEE International Conference on Acoustics, 2002
Proceedings of the IEEE 5th Workshop on Multimedia Signal Processing, 2002
2001
IEEE Trans. Image Process., 2001
IEEE Trans. Image Process., 2001
Preprocessing of compressed digital video.
Proceedings of the Visual Communications and Image Processing 2001, 2001
Proceedings of the 2001 International Conference on Image Processing, 2001
Proceedings of the 2001 International Conference on Image Processing, 2001
Application of the motion vector constraint to the regularized enhancement of compressed video.
Proceedings of the 2001 International Conference on Image Processing, 2001
Proceedings of the 2001 International Conference on Image Processing, 2001
Proceedings of the 2001 International Conference on Image Processing, 2001
Joint source-channel coding for scalable video over DS-CDMA multipath fading channels.
Proceedings of the 2001 International Conference on Image Processing, 2001
Proceedings of the 2001 International Conference on Image Processing, 2001
Proceedings of the IEEE International Conference on Acoustics, 2001
Rate distortion optimal signal compression using second order polynomial approximation.
Proceedings of the IEEE International Conference on Acoustics, 2001
Proceedings of the IEEE International Conference on Acoustics, 2001
Proceedings of the IEEE International Conference on Acoustics, 2001
Joint source-channel coding for scalable video using models of rate-distortion functions.
Proceedings of the IEEE International Conference on Acoustics, 2001
Proceedings of the Human Vision and Electronic Imaging VI, 2001
2000
A Bayesian approach for the estimation and transmission of regularization parameters for reducing blocking artifacts.
IEEE Trans. Image Process., 2000
IEEE Trans. Image Process., 2000
IEEE Trans. Circuits Syst. Video Technol., 2000
IEEE Trans. Circuits Syst. Video Technol., 2000
Signal Process. Image Commun., 2000
Restoration of severely blurred high range images using stochastic and deterministic relaxation algorithms in compound Gauss?CMarkov random fields.
Pattern Recognit., 2000
Proceedings of the 2000 International Conference on Image Processing, 2000
Proceedings of the 2000 International Conference on Image Processing, 2000
Simultaneous Motion Estimation and Resolution Enhancement of Compressed low Resolution Video.
Proceedings of the 2000 International Conference on Image Processing, 2000
Proceedings of the IEEE International Conference on Acoustics, 2000
Proceedings of the IEEE International Conference on Acoustics, 2000
Proceedings of the IEEE International Conference on Acoustics, 2000
Proceedings of the IEEE International Conference on Acoustics, 2000
Proceedings of the ACM/SIGDA International Symposium on Field Programmable Gate Arrays, 2000
Proceedings of the 10th European Signal Processing Conference, 2000
Proceedings of the 10th European Signal Processing Conference, 2000
1999
Dense Disparity Estimation with a Divide-and-Conquer Disparity Space Image Technique.
IEEE Trans. Multim., 1999
A Review of the Minimum Maximum Criterion for Optimal Bit Allocation Among Dependent Quantizers.
IEEE Trans. Multim., 1999
Bayesian and regularization methods for hyperparameter estimation in image restoration.
IEEE Trans. Image Process., 1999
Signal Process. Image Commun., 1999
Maximum-likelihood optical flow estimation using differential constraints.
Proceedings of the IEEE-EURASIP Workshop on Nonlinear Signal and Image Processing (NSIP'99), 1999
Proceedings of the Third IEEE Workshop on Multimedia Signal Processing, 1999
Proceedings of the 1999 International Conference on Image Processing, 1999
Proceedings of the 1999 International Conference on Image Processing, 1999
Proceedings of the 1999 International Conference on Image Processing, 1999
Proceedings of the 1999 International Conference on Image Processing, 1999
Proceedings of the 1999 International Conference on Image Processing, 1999
Proceedings of the 1999 International Conference on Image Processing, 1999
Proceedings of the 1999 International Conference on Image Processing, 1999
Proceedings of the 1999 IEEE International Conference on Acoustics, 1999
Proceedings of the 1999 IEEE International Conference on Acoustics, 1999
Proceedings of the 1999 IEEE International Conference on Acoustics, 1999
1998
J. VLSI Signal Process., 1998
An optimal quadtree-based motion estimation and motion-compensated interpolation scheme for video compression.
IEEE Trans. Image Process., 1998
IEEE Trans. Image Process., 1998
IEEE Trans. Image Process., 1998
IEEE Trans. Image Process., 1998
Int. J. Imaging Syst. Technol., 1998
Proceedings of the Noblesse Workshop on Non-Linear Model Based Image Analysis, 1998
Regularized Restoration of Partial-Response Distortions in Sporadically Degraded Images.
Proceedings of the 1998 IEEE International Conference on Image Processing, 1998
Proceedings of the 1998 IEEE International Conference on Image Processing, 1998
Proceedings of the 1998 IEEE International Conference on Image Processing, 1998
Proceedings of the 1998 IEEE International Conference on Image Processing, 1998
Proceedings of the 1998 IEEE International Conference on Image Processing, 1998
On Video SNR Scalability.
Proceedings of the 1998 IEEE International Conference on Image Processing, 1998
Proceedings of the 1998 IEEE International Conference on Acoustics, 1998
Proceedings of the 1998 IEEE International Conference on Acoustics, 1998
Proceedings of the 9th European Signal Processing Conference, 1998
Proceedings of the 9th European Signal Processing Conference, 1998
1997
J. VLSI Signal Process., 1997
A video compression scheme with optimal bit allocation among segmentation, motion, and residual error.
IEEE Trans. Image Process., 1997
Simultaneous multichannel image restoration and estimation of the regularization parameters.
IEEE Trans. Image Process., 1997
IEEE Signal Process. Mag., 1997
A Theory for the Optimal Bit Allocation Between Displacement Vector Field and Displaced Frame Difference.
IEEE J. Sel. Areas Commun., 1997
Proceedings of the First IEEE Workshop on Multimedia Signal Processing, 1997
Proceedings of the Proceedings 1997 International Conference on Image Processing, 1997
Proceedings of the Proceedings 1997 International Conference on Image Processing, 1997
Proceedings of the Proceedings 1997 International Conference on Image Processing, 1997
An Iterative Weighted Regularized Algorithm for improving the resolution of Video Sequences.
Proceedings of the Proceedings 1997 International Conference on Image Processing, 1997
Optimal bit allocation among dependent quantizers for the minimum maximum distortion criterion.
Proceedings of the 1997 IEEE International Conference on Acoustics, 1997
Proceedings of the 1997 IEEE International Conference on Acoustics, 1997
Restoration of Severely Blurred High Range Images Using Stochastic and Deterministic Relaxation Algorithms in Compound Gauss Markov Random Fields.
Proceedings of the Energy Minimization Methods in Computer Vision and Pattern Recognition, 1997
1996
IEEE Trans. Image Process., 1996
Multichannel Regularized Iterative Restoration of Motion Compensated Image Sequences.
J. Vis. Commun. Image Represent., 1996
Proceedings of the Proceedings 1996 International Conference on Image Processing, 1996
Proceedings of the Proceedings 1996 International Conference on Image Processing, 1996
Proceedings of the Proceedings 1996 International Conference on Image Processing, 1996
Proceedings of the Proceedings 1996 International Conference on Image Processing, 1996
Proceedings of the Proceedings 1996 International Conference on Image Processing, 1996
A video compression scheme with optimal bit allocation between displacement vector field and displaced frame difference.
Proceedings of the 1996 IEEE International Conference on Acoustics, 1996
Proceedings of the 1996 IEEE International Conference on Acoustics, 1996
Proceedings of the 8th European Signal Processing Conference, 1996
A very low bit-rate video codec with optimal trade-off among DVF, DFD and segmentation.
Proceedings of the 8th European Signal Processing Conference, 1996
1995
IEEE Trans. Image Process., 1995
Projection-based spatially adaptive reconstruction of block-transform compressed images.
IEEE Trans. Image Process., 1995
IEEE Trans. Image Process., 1995
IEEE Trans. Image Process., 1995
Iterative maximum likelihood displacement field estimation in quantum-limited image sequences.
IEEE Trans. Image Process., 1995
IEEE Trans. Image Process., 1995
Simultaneous recursive displacement estimation and restoration of noisy-blurred image sequences.
IEEE Trans. Image Process., 1995
IEEE Trans. Image Process., 1995
Image and video compression algorithms based on recovery techniques using mean field annealing.
Proc. IEEE, 1995
Int. J. Imaging Syst. Technol., 1995
CVGIP Graph. Model. Image Process., 1995
Proceedings of the Proceedings 1995 International Conference on Image Processing, 1995
Reconstruction of a high-resolution image by simultaneous registration, restoration, and interpolation of low-resolution images.
Proceedings of the Proceedings 1995 International Conference on Image Processing, 1995
Proceedings of the Proceedings 1995 International Conference on Image Processing, 1995
Proceedings of the Proceedings 1995 International Conference on Image Processing, 1995
1994
IEEE Trans. Medical Imaging, 1994
Multichannel restoration of single channel images using a wavelet-based subband decomposition.
IEEE Trans. Image Process., 1994
IEEE Trans. Image Process., 1994
Reconstruction of a High Resolution Image from Registration and Restoration of Low Resolution Images.
Proceedings of the Proceedings 1994 International Conference on Image Processing, 1994
A General Formulation of the Weighted Smoothing Functional for Regularized Image Restoration.
Proceedings of the Proceedings 1994 International Conference on Image Processing, 1994
Proceedings of the Proceedings 1994 International Conference on Image Processing, 1994
Proceedings of ICASSP '94: IEEE International Conference on Acoustics, 1994
1993
Image sequence filtering in quantum-limited noise with applications to low-dose fluoroscopy.
IEEE Trans. Medical Imaging, 1993
IEEE Trans. Image Process., 1993
IEEE Trans. Image Process., 1993
Regularized reconstruction to reduce blocking artifacts of block discrete cosine transform compressed images.
IEEE Trans. Circuits Syst. Video Technol., 1993
Signal Process. Image Commun., 1993
Recursive Locally Linear MMSE Motion-Compensated Image Sequence Filtering under Quantum-Limited Conditions.
J. Vis. Commun. Image Represent., 1993
Regularized reconstruction to remove blocking artifacts from block discrete cosine transform compressed images.
Proceedings of the Visual Communications and Image Processing '93, 1993
Robust motion vector prediction algorithms with application to very low bit rate image sequence coding.
Proceedings of the Visual Communications and Image Processing '93, 1993
Regularized iterative image restoration based on an iteratively updated convex smoothing functional.
Proceedings of the Visual Communications and Image Processing '93, 1993
Proceedings of the Visual Communications and Image Processing '93, 1993
Maximum a posteriori displacement field estimation in quantum-limited image sequences.
Proceedings of the Visual Communications and Image Processing '93, 1993
Recursive MAP displacement estimation and restoration of noisy-blurred image sequences.
Proceedings of the Visual Communications and Image Processing '93, 1993
Iterative projection algorithms for removing the blocking artifacts of block-DCT compressed images.
Proceedings of the IEEE International Conference on Acoustics, 1993
Proceedings of the IEEE International Conference on Acoustics, 1993
Proceedings of the IEEE International Conference on Acoustics, 1993
1992
Simultaneous iterative image restoration and evaluation of the regularization parameter.
IEEE Trans. Signal Process., 1992
IEEE Trans. Image Process., 1992
Methods for choosing the regularization parameter and estimating the noise variance in image restoration and their relation.
IEEE Trans. Image Process., 1992
Nonstationary AR modeling and constrained recursive estimation of the displacement field.
IEEE Trans. Circuits Syst. Video Technol., 1992
J. Vis. Commun. Image Represent., 1992
Iterative evaluation of the regularization parameter in regularized image restoration.
J. Vis. Commun. Image Represent., 1992
Proceedings of the 1992 IEEE International Conference on Acoustics, 1992
1991
IEEE Trans. Signal Process., 1991
IEEE Trans. Signal Process., 1991
Proceedings of the 1991 International Conference on Acoustics, 1991
Proceedings of the 1991 International Conference on Acoustics, 1991
1990
IEEE Trans. Acoust. Speech Signal Process., 1990
Proceedings of the Visual Communications and Image Processing '90: Fifth in a Series, 1990
Proceedings of the Visual Communications and Image Processing '90: Fifth in a Series, 1990
Proceedings of the Visual Communications and Image Processing '90: Fifth in a Series, 1990
Proceedings of the 1990 International Conference on Acoustics, 1990
Proceedings of the 1990 International Conference on Acoustics, 1990
Proceedings of the 1990 International Conference on Acoustics, 1990
1989
Proceedings of the IEEE International Conference on Acoustics, 1989
1988
Proceedings of the IEEE International Conference on Acoustics, 1988
Proceedings of the IEEE International Conference on Acoustics, 1988
Proceedings of the IEEE International Conference on Acoustics, 1988
Proceedings of the IEEE International Conference on Acoustics, 1988
1987
Proceedings of the IEEE International Conference on Acoustics, 1987
1985
Proceedings of the IEEE International Conference on Acoustics, 1985
Proceedings of the IEEE International Conference on Acoustics, 1985
1984
Proceedings of the IEEE International Conference on Acoustics, 1984
1983
Iterative deconvolution using several different distorted versions of an unknown signal.
Proceedings of the IEEE International Conference on Acoustics, 1983