Jan Cornelis

Orcid: 0000-0002-1180-1968

Affiliations:
  • Vrije Universiteit Brussel, Belgium


According to our database1, Jan Cornelis authored at least 152 papers between 1988 and 2023.

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Bibliography

2023
Evaluating a clinical decision support point of care instrument in low resource setting.
BMC Medical Informatics Decis. Mak., December, 2023

Muscle Classification Via Hybrid CNN-LSTM Architecture from Surface EMG Signals.
Proceedings of the 24th International Conference on Digital Signal Processing, 2023

2022
Real-Time Analysis of Hand Gesture Recognition with Temporal Convolutional Networks.
Sensors, 2022

Centennial Total Solar Irradiance Variation.
Remote. Sens., 2022

Towards optimizing neural networks' connectivity and architecture simultaneously with feature selection.
Proceedings of the GECCO '22: Genetic and Evolutionary Computation Conference, Companion Volume, Boston, Massachusetts, USA, July 9, 2022

Iris Segmentation based on an Optimized U-Net.
Proceedings of the 15th International Joint Conference on Biomedical Engineering Systems and Technologies, 2022

2021
Artificial Intelligence Revolutionises Weather Forecast, Climate Monitoring and Decadal Prediction.
Remote. Sens., 2021

Hilbert sEMG data scanning for hand gesture recognition based on deep learning.
Neural Comput. Appl., 2021

A Systematic Literature Review of the Successors of "NeuroEvolution of Augmenting Topologies".
Evol. Comput., 2021

Design Approaches for Executable Clinical Pathways at the Point of Care in Limited Resource Settings to Support the Clinical Decision Process: Review of the State of the Art.
Proceedings of the Wireless Mobile Communication and Healthcare, 2021

A Hybrid Approach for Designing Dynamic and Data-Driven Clinical Pathways Point of Care Instruments in Low Resource Settings.
Proceedings of the MEDINFO 2021: One World, One Health - Global Partnership for Digital Innovation, 2021

Transfer Learning in sEMG-based Gesture Recognition.
Proceedings of the 12th International Conference on Information, 2021

A 2-minute Fitness Test for Lifestyle Applications: The PhysioFit Task and Its Analysis based on Heart Rate.
Proceedings of the 14th International Joint Conference on Biomedical Engineering Systems and Technologies, 2021

2020
Data Augmentation of Surface Electromyography for Hand Gesture Recognition.
Sensors, 2020

Behavior-based Speciation in Classification with NeuroEvolution.
Proceedings of the IEEE Congress on Evolutionary Computation, 2020

2019
Decadal Changes of the Reflected Solar Radiation and the Earth Energy Imbalance.
Remote. Sens., 2019

A Hilbert Curve Based Representation of sEMG Signals for Gesture Recognition.
Proceedings of the International Conference on Systems, Signals and Image Processing, 2019

Improved Gesture Recognition Based on sEMG Signals and TCN.
Proceedings of the IEEE International Conference on Acoustics, 2019

Accelerometer-based Sleep/Wake Detection in an Ambulatory Environment.
Proceedings of the 12th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2019), 2019

2018
Large-scale wearable data reveal digital phenotypes for daily-life stress detection.
npj Digit. Medicine, 2018

Deep Learning in EMG-based Gesture Recognition.
Proceedings of the 5th International Conference on Physiological Computing Systems, 2018

Hand Gesture Recognition Based on EMG Data: A Convolutional Neural Network Approach.
Proceedings of the Physiological Computing Systems, 2018

MobileDNA: Relating Physiological Stress Measurements to Smartphone Usage to Assess the Effect of a Digital Detox.
Proceedings of the HCI International 2018 - Posters' Extended Abstracts, 2018

2014
Spectral Aging Model Applied to Meteosat First Generation Visible Band.
Remote. Sens., 2014

2013
ACM-Based Automatic Liver Segmentation From 3-D CT Images by Combining Multiple Atlases and Improved Mean-Shift Techniques.
IEEE J. Biomed. Health Informatics, 2013

Crack detection and inpainting for virtual restoration of paintings: The case of the Ghent Altarpiece.
Signal Process., 2013

Probabilistic motion-compensated prediction in distributed video coding.
Multim. Tools Appl., 2013

Research evaluation per discipline: a peer-review method and its outcomes.
CoRR, 2013

Phased searching with NEAT in a Time-Scaled Framework: Experiments on a computer-aided detection system for lung nodules.
Artif. Intell. Medicine, 2013

Feature Extraction for Iris Recognition Based on Optimized Convolution Kernels.
Proceedings of the Image Analysis and Processing - ICIAP 2013, 2013

2012
Symmetric Scalable Multiple Description Scalar Quantization.
IEEE Trans. Signal Process., 2012

Digital canvas removal in paintings.
Signal Process., 2012

An optimization algorithm for scalable multiple description scalar quantizers.
Proceedings of the International Symposium on Information Theory and its Applications, 2012

Analysis of a feature-deselective neuroevolution classifier (FD-NEAT) in a computer-aided lung nodule detection system for CT images.
Proceedings of the Genetic and Evolutionary Computation Conference, 2012

2011
A shape prior constraint for implicit active contours.
Pattern Recognit. Lett., 2011

Histogram analysis of CT scans for patients with post-mastectomy lymphedema.
Proceedings of the 18th IEEE International Conference on Image Processing, 2011

A probabilistic predictor for side information generation in distributed video coding.
Proceedings of the 17th International Conference on Digital Signal Processing, 2011

A model-based analysis of scalable Multiple Description Coding.
Proceedings of the 17th International Conference on Digital Signal Processing, 2011

Digital painting analysis, at the cross section of engineering, mathematics and culture.
Proceedings of the 19th European Signal Processing Conference, 2011

2010
Scalable L-Infinite Coding of Meshes.
IEEE Trans. Vis. Comput. Graph., 2010

Scalable Intraband and Composite Wavelet-Based Coding of Semiregular Meshes.
IEEE Trans. Multim., 2010

Efficient error control in 3D mesh coding.
Proceedings of the 2010 IEEE International Workshop on Multimedia Signal Processing, 2010

Modeling Wavelet Coefficients for Wavelet Subdivision Transforms of 3D Meshes.
Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2010

2009
Overlapped Block Motion Estimation and Probabilistic Compensation with Application in Distributed Video Coding.
IEEE Signal Process. Lett., 2009

Optimized scalable Multiple-Description Coding and FEC-based Joint Source-Channel Coding: A performance comparison.
Proceedings of the 10th Workshop on Image Analysis for Multimedia Interactive Services, 2009

Correlation channel estimation in pixel-domain distributed video coding.
Proceedings of the 10th Workshop on Image Analysis for Multimedia Interactive Services, 2009

Context-conditioned composite coding of 3D meshes based on wavelets on surfaces.
Proceedings of the International Conference on Image Processing, 2009

Error protection of scalable soures: A comparative analysis of Forward Error Correction and Multiple Description Coding.
Proceedings of the 16th International Conference on Digital Signal Processing, 2009

Fully scalable intraband coding of wavelet-decomposed 3D meshes.
Proceedings of the 16th International Conference on Digital Signal Processing, 2009

Spatial-domain unidirectional DVC with side-information dependent correlation channel estimation.
Proceedings of the 16th International Conference on Digital Signal Processing, 2009

On the side-information dependency of the temporal correlation in Wyner-Ziv video coding.
Proceedings of the IEEE International Conference on Acoustics, 2009

Modeling the Correlation Noise in Spatial Domain Distributed Video Coding.
Proceedings of the 2009 Data Compression Conference (DCC 2009), 2009

2008
Scalable Joint Source and Channel Coding of Meshes.
IEEE Trans. Multim., 2008

Scalable Joint Source-Channel Coding for the Scalable Extension of H.264/AVC.
IEEE Trans. Circuits Syst. Video Technol., 2008

Signal representation and processing of nucleotide sequences.
Int. J. Funct. Informatics Pers. Medicine, 2008

A Low-Complexity UEP Methodology Demonstrated on a Turbo-Encoded Wavelet Image Satellite Downlink.
EURASIP J. Wirel. Commun. Netw., 2008

Intra-frame video coding using an open-loop predictive coding approach.
Proceedings of the International Workshop on Multimedia Signal Processing, 2008

Statistical L-infinite distortion estimation in scalable coding of meshes.
Proceedings of the International Workshop on Multimedia Signal Processing, 2008

Optimized directional lifting with reduced complexity.
Proceedings of the 2008 16th European Signal Processing Conference, 2008

Inserts in prokaryotegenomes.
Proceedings of the 8th IEEE International Conference on Bioinformatics and Bioengineering, 2008

Applying Open-Loop Coding in Predictive Coding Systems.
Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2008

2007
Scalable Multiple-Description Image Coding Based on Embedded Quantization.
EURASIP J. Image Video Process., 2007

Joint Source-Channel Coding for the Scalable Extension of H.264/MPEG-4 AVC.
Proceedings of the IEEE 9th Workshop on Multimedia Signal Processing, 2007

Optimal Joint Source-Channel Coding using Unequal Error Protection for the Scalable Extension of H.264/MPEG-4 AVC.
Proceedings of the International Conference on Image Processing, 2007

Segmentation-Driven Direction-Adaptive Discrete Wavelet Transform.
Proceedings of the International Conference on Image Processing, 2007

Distributed Video Coding with Shared Encoder/Decoder Complexity.
Proceedings of the International Conference on Image Processing, 2007

Signal Analysis of Pathogens' Genomic Sequences.
Proceedings of the Frontiers in the Convergence of Bioscience and Information Technologies 2007, 2007

The evolution of multiple description coding based on scalar quantization.
Proceedings of the 15th European Signal Processing Conference, 2007

Analysis of the Statistical Dependencies in the Curvelet Domain and Applications in Image Compression.
Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2007

On Hybrid Directional Transform-Based Intra-band Image Coding.
Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2007

2006
Embedded Multiple Description Coding of Video.
IEEE Trans. Image Process., 2006

Wavelet-based scalable L-infinity-oriented compression.
IEEE Trans. Image Process., 2006

A Method to Construct Flat Maps of the Brain's Surface and its Application.
Int. J. Pattern Recognit. Artif. Intell., 2006

Information-Theoretic Analysis of Dependencies Between Curvelet Coefficients.
Proceedings of the International Conference on Image Processing, 2006

A Low-Complexity Methodology for Unequal Error Protection of Scalable Images.
Proceedings of the Global Telecommunications Conference, 2006. GLOBECOM '06, San Francisco, CA, USA, 27 November, 2006

Scalable and Channel-Adaptive Unequal Error Protection of Images with LDPC Codes.
Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2006

Performing Deblocking in Video Coding Based on Spatial-Domain Motion-Compensated Temporal Filtering.
Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2006

Complexity Scalability in Motion-Compensated Wavelet-Based Video Coding.
Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2006

2005
Complete-to-overcomplete discrete wavelet transforms: theory and applications.
IEEE Trans. Signal Process., 2005

Motion and texture rate-allocation for prediction-based scalable motion-vector coding.
Signal Process. Image Commun., 2005

Single-rate calculation of overcomplete discrete wavelet transforms for scalable coding applications.
Signal Process., 2005

Watershed-based multiscale segmentation method for color images using automated scale selection.
J. Electronic Imaging, 2005

Special Effects: Efficient and Scalable Encoding of the 3D Metamorphosis Animation with .
Proceedings of the Advances in Multimedia Information Processing, 2005

Error-resilient video coding using motion compensated temporal filtering and embedded multiple description scalar quantizers.
Proceedings of the 2005 International Conference on Image Processing, 2005

Robust Motion Vector Coding and Error Concealment in MCTF-Based Video Coding.
Proceedings of the 2005 IEEE International Conference on Acoustics, 2005

Additive Distortion Modeling for Unequal Error Protection of Scalable Multimedia Content.
Proceedings of the 2005 IEEE International Conference on Acoustics, 2005

2004
MESHGRID-a compact, multiscalable and animation-friendly surface representation.
IEEE Trans. Circuits Syst. Video Technol., 2004

On the optimality of embedded deadzone scalar-quantizers for wavelet-based L-infinite-constrained image coding.
IEEE Signal Process. Lett., 2004

In-band motion compensated temporal filtering.
Signal Process. Image Commun., 2004

Scalable video coding based on motion-compensated temporal filtering: complexity and functionality analysis.
Proceedings of the 2004 International Conference on Image Processing, 2004

A new family of embedded multiple description scalar quantizers.
Proceedings of the 2004 International Conference on Image Processing, 2004

Scalable motion vector coding.
Proceedings of the 2004 International Conference on Image Processing, 2004

Embedded Multiple Description Scalar Quantizers and wavelet-based QuadTree coding for progressive image transmission over unreliable channels.
Proceedings of the 2004 12th European Signal Processing Conference, 2004

2003
High-Level Cache Modeling for 2-D Discrete Wavelet Transform Implementations.
J. VLSI Signal Process., 2003

Wavelet Coding of Volumetric Medical Datasets.
IEEE Trans. Medical Imaging, 2003

Wavelet-based fixed and embedded L-infinite-constrained image coding.
J. Electronic Imaging, 2003

Complete-to-overcomplete discrete wavelet transforms for scalable video coding with MCTF.
Proceedings of the Visual Communications and Image Processing 2003, 2003

Control of the distortion variation in video coding systems based on motion compensated temporal filtering.
Proceedings of the 2003 International Conference on Image Processing, 2003

Motion vector coding for in-band motion compensated temporal filtering.
Proceedings of the 2003 International Conference on Image Processing, 2003

Spatio-temporal-SNR scalable wavelet coding with motion-compensated DCT base-layer architectures.
Proceedings of the 2003 International Conference on Image Processing, 2003

Embedded multiple description scalar quantizers for progressive image transmission.
Proceedings of the 2003 IEEE International Conference on Acoustics, 2003

Fully-scalable wavelet video coding using in-band motion compensated temporal filtering.
Proceedings of the 2003 IEEE International Conference on Acoustics, 2003

2002
MESHGRID - a compact, multi-scalable and animation-friendly surface representation.
Proceedings of the 2002 International Conference on Image Processing, 2002

Wavelet coding of volumetric medical datasets.
Proceedings of the 2002 International Conference on Image Processing, 2002

Scalable wavelet video-coding with in-band prediction - the bottom-up overcomplete discrete wavelet transform.
Proceedings of the 2002 International Conference on Image Processing, 2002

Scalable wavelet video-coding with in-band prediction - implementation and experimental results.
Proceedings of the 2002 International Conference on Image Processing, 2002

Cache misses and energy-dissipation results for JPEG-2000 filtering.
Proceedings of the 14th International Conference on Digital Signal Processing, 2002

A new method for complete-to-overcomplete discrete wavelet transforms.
Proceedings of the 14th International Conference on Digital Signal Processing, 2002

Wavelet-based fixed and embedded L-infinite-constrained coding.
Proceedings of the 14th International Conference on Digital Signal Processing, 2002

2001
A model-based approach to the automatic extraction of linear features from airborne images.
IEEE Trans. Geosci. Remote. Sens., 2001

Region-oriented compression of color images using fuzzy inference and shape adaptive DCT.
Proceedings of the 2001 International Conference on Image Processing, 2001

A local wavelet transform implementation versus an optimal row-column algorithm for the 2D multilevel decomposition.
Proceedings of the 2001 International Conference on Image Processing, 2001

A wavelet-tree image coding system with efficient memory utilization.
Proceedings of the IEEE International Conference on Acoustics, 2001

2000
Reconstruction of MRI Images from Data Acquired on a General Non-Regular Grid by Pseudoinverse Calculation.
IEEE Trans. Medical Imaging, 2000

. A center-biased adaptive search algorithm for block motion estimation.
IEEE Trans. Circuits Syst. Video Technol., 2000

Using Landmarks to Establish a Point-to-Point Correspondence between Signatures.
Pattern Anal. Appl., 2000

Eye Activity Detection and Recognition Using Morphological Scale-Space Decomposition.
Proceedings of the 15th International Conference on Pattern Recognition, 2000

Motion Monitoring and Classification with Center-Biased Motion Estimation.
Proceedings of the 2000 International Conference on Image Processing, 2000

Evaluation of a Quincunx Wavelet Filter Design Approach for Quadtree-Based Embedded Image Coding.
Proceedings of the 2000 International Conference on Image Processing, 2000

1999
An efficient VLSI architecture for 2-D wavelet image coding with novel image scan.
IEEE Trans. Very Large Scale Integr. Syst., 1999

Wavelet Based Lossless Compression of Coronary Angiography Images.
IEEE Trans. Medical Imaging, 1999

Wavelet image compression - the quadtree coding approach.
IEEE Trans. Inf. Technol. Biomed., 1999

Contour simplification for segmented still image and video coding: algorithms and experimental results.
Signal Process. Image Commun., 1999

Low level image partitioning guided by the gradient watershed hierarchy.
Signal Process., 1999

Wavelet-based lossless compression scheme with progressive transmission capability.
Int. J. Imaging Syst. Technol., 1999

Wavelet-based compression of medical images: Protocols to improve resolution and quality scalability and region-of-interest coding.
Future Gener. Comput. Syst., 1999

Rendering the Unfolded Cerebral Cortex.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 1999

Efficient implementation of embedded zero-tree wavelet encoding.
Proceedings of the 6th IEEE International Conference on Electronics, Circuits and Systems, 1999

1998
Progressive lossless coding of medical images.
Future Gener. Comput. Syst., 1998

Hierarchical Segmentation Methods for Region-Based Video Coding.
Proceedings of the 1998 IEEE International Conference on Image Processing, 1998

A low bit rate segmented video codec with hybrid motion estimation and inherent bit rate control capability.
Proceedings of the 1998 IEEE International Conference on Acoustics, 1998

Video coding based on motion estimation in the wavelet detail images.
Proceedings of the 1998 IEEE International Conference on Acoustics, 1998

A new technique for motion estimation and compensation of the wavelet detail images.
Proceedings of the 9th European Signal Processing Conference, 1998

1997
Lossless integer wavelet transform.
IEEE Signal Process. Lett., 1997

Segmented image coding: Techniques and experimental results.
Signal Process. Image Commun., 1997

1996
Hierarchical contour matching in medical images.
Image Vis. Comput., 1996

A Kalman Filter-Based Update Scheme for Road Following.
Proceedings of IAPR Workshop on Machine Vision Applications, 1996

Watershed Analysis and Relaxation Labelling: A cooperative approach for the interpretation of Cranial-MR images using a Statistical Digital Atlas.
Proceedings of the 3th International Symposium on Mathematical Morphology and its Applications to Image and Signal Processing, 1996

Segmented image coding with contour simplification for video sequences.
Proceedings of the Proceedings 1996 International Conference on Image Processing, 1996

Reduction of the memory requirements for the VLSI implementation of the 2D-inverse fast wavelet transform, using a space-filling curve.
Proceedings of Third International Conference on Electronics, Circuits, and Systems, 1996

VHDL synthesis of a 0.7 μ CMOS ASIC for block segmentation of digital images.
Proceedings of Third International Conference on Electronics, Circuits, and Systems, 1996

A Hilbert fractal codec for region oriented compression of color images.
Proceedings of Third International Conference on Electronics, Circuits, and Systems, 1996

A new contour simplification filter for region-based coding.
Proceedings of the 8th European Signal Processing Conference, 1996

1995
Object recognition in brain CT-scans: knowledge-based fusion of data from multiple feature extractors.
IEEE Trans. Medical Imaging, 1995

The vector-radix fast cosine transform: Pruning and complexity analysis.
Signal Process., 1995

Adiabatic layering: A new concept of hierarchical multi-scale optimization.
Neural Networks, 1995

1994
An Adiabatic Neural Network for RBF Approximation.
Neural Comput. Appl., 1994

1993
Segmentation of medical images.
Image Vis. Comput., 1993

Medical image processing.
Image Vis. Comput., 1993

1991
Towards Automated Analysis in 3D Cardiac MR Imaging.
Proceedings of the Information Processing in Medical Imaging, 1991

1990
A critical view of pyramid segmentation algorithms.
Pattern Recognit. Lett., 1990

1988
Karhunen-Loeve analysis of dynamic sequences of thermographic images for early breast cancer detection.
Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 1988


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