Wesley De Neve

According to our database, Wesley De Neve authored at least 147 papers between 2004 and 2024.

Collaborative distances:

• Dijkstra number of three.
• Erdős number of four.

2024

Assessing the reliability of point mutation as data augmentation for deep learning with genomic data.

Hyun Jung Lee, Utku Ozbulak, Homin Park, Stephen Depuydt, Wesley De Neve, Joris Vankerschaver

BMC Bioinform., December, 2024

Exploring Multimodal Approaches and Fusion Methods for CEO Social Attribute Prediction in 2024 MuSe-Perception.

Ankit Kumar Singh, Ganghyun Kim, Jaeheon Kim, Ho-min Park, Bong Jun Choi, Wesley De Neve

Proceedings of the 5th on Multimodal Sentiment Analysis Challenge and Workshop: Social Perception and Humor, 2024

Self-supervised Benchmark Lottery on ImageNet: Do Marginal Improvements Translate to Improvements on Similar Datasets?

Utku Ozbulak, Esla Timothy Anzaku, Solha Kang, Wesley De Neve, Joris Vankerschaver

Proceedings of the International Joint Conference on Neural Networks, 2024

A Reference-Based Approach for Tumor Size Estimation in Monocular Laparoscopic Videos.

Seyed Amir Mousavi, Francesca Tozzi, Homin Park, Esla Timothy Anzaku, Matthias Van Liefferinge, Nikdokht Rashidian, Wouter Willaert, Wesley De Neve

Proceedings of the Computational Mathematics Modeling in Cancer Analysis, 2024

Grasshopper Optimization Algorithm (GOA): A Novel Algorithm or A Variant of PSO?

Negin Harandi, Arnout Van Messem, Wesley De Neve, Joris Vankerschaver

Proceedings of the Swarm Intelligence - 14th International Conference, 2024

2023

CRISPR-Cas-Docker: web-based in silico docking and machine learning-based classification of crRNAs with Cas proteins.

Ho-min Park, Jongbum Won, Yunseol Park, Esla Timothy Anzaku, Joris Vankerschaver, Arnout Van Messem, Wesley De Neve, Hyunjin Shim

BMC Bioinform., December, 2023

Know Your Self-supervised Learning: A Survey on Image-based Generative and Discriminative Training.

Utku Ozbulak, Hyun Jung Lee, Beril Boga, Esla Timothy Anzaku, Ho-min Park, Arnout Van Messem, Wesley De Neve, Joris Vankerschaver

Trans. Mach. Learn. Res., 2023

MuSe-Personalization 2023: Feature Engineering, Hyperparameter Optimization, and Transformer-Encoder Re-discovery.

Ho-min Park, Ganghyun Kim, Arnout Van Messem, Wesley De Neve

Proceedings of the 4th on Multimodal Sentiment Analysis Challenge and Workshop: Mimicked Emotions, 2023

Towards Abdominal 3-D Scene Rendering from Laparoscopy Surgical Videos Using NeRFs.

Khoa Tuan Nguyen, Francesca Tozzi, Nikdokht Rashidian, Wouter Willaert, Joris Vankerschaver, Wesley De Neve

Proceedings of the Machine Learning in Medical Imaging - 14th International Workshop, 2023

Leveraging Human-Machine Interactions for Computer Vision Dataset Quality Enhancement.

Esla Timothy Anzaku, Hyesoo Hong, Jin-Woo Park, Wonjun Yang, Kangmin Kim, Jongbum Won, Deshika Vinoshani Kumari Herath, Arnout Van Messem, Wesley De Neve

Proceedings of the Intelligent Human Computer Interaction - 15th International Conference, 2023

2022

A Principled Evaluation Protocol for Comparative Investigation of the Effectiveness of DNN Classification Models on Similar-but-non-identical Datasets.

Esla Timothy Anzaku, Haohan Wang, Arnout Van Messem, Wesley De Neve

CoRR, 2022

Exact Feature Collisions in Neural Networks.

Utku Ozbulak, Manvel Gasparyan, Shodhan Rao, Wesley De Neve, Arnout Van Messem

CoRR, 2022

Towards Multimodal Prediction of Time-continuous Emotion using Pose Feature Engineering and a Transformer Encoder.

Ho-min Park, Ilho Yun, Ajit Kumar, Ankit Kumar Singh, Bong Jun Choi, Dhananjay Singh, Wesley De Neve

Proceedings of the MuSe@MM 2022: Proceedings of the 3rd International on Multimodal Sentiment Analysis Workshop and Challenge, 2022

2021

Investigating the significance of adversarial attacks and their relation to interpretability for radar-based human activity recognition systems.

Utku Ozbulak, Baptist Vandersmissen, Azarakhsh Jalalvand, Ivo Couckuyt, Arnout Van Messem, Wesley De Neve

Comput. Vis. Image Underst., 2021

Evaluating Adversarial Attacks on ImageNet: A Reality Check on Misclassification Classes.

Utku Ozbulak, Maura Pintor, Arnout Van Messem, Wesley De Neve

CoRR, 2021

ToxDL: deep learning using primary structure and domain embeddings for assessing protein toxicity.

Xiaoyong Pan, Jasper Zuallaert, Xi Wang, Hong-Bin Shen, Elda Posada Campos, Denys O. Marushchak, Wesley De Neve

Bioinform., 2021

Towards a quantitative analysis of class activation mapping for deep learning-based computer-aided diagnosis.

Hanul Kang, Ho-min Park, Yuju Ahn, Arnout Van Messem, Wesley De Neve

Proceedings of the Medical Imaging 2021: Image Perception, 2021

Exploring Multimodal Features and Fusion for Time-Continuous Prediction of Emotional Valence and Arousal.

Ajit Kumar, Bong Jun Choi, Sandeep Kumar Pandey, Sanghyeon Park, SeongIk Choi, Hanumant Singh Shekhawat, Wesley De Neve, Mukesh Saini, S. R. M. Prasanna, Dhananjay Singh

Proceedings of the Intelligent Human Computer Interaction, 2021

Selection of Source Images Heavily Influences the Effectiveness of Adversarial Attacks.

Utku Ozbulak, Esla Timothy Anzaku, Wesley De Neve, Arnout Van Messem

Proceedings of the 32nd British Machine Vision Conference 2021, 2021

2020

Perturbation analysis of gradient-based adversarial attacks.

Utku Ozbulak, Manvel Gasparyan, Wesley De Neve, Arnout Van Messem

Pattern Recognit. Lett., 2020

Indoor human activity recognition using high-dimensional sensors and deep neural networks.

Baptist Vandersmissen, Nicolas Knudde, Azarakhsh Jalalvand, Ivo Couckuyt, Tom Dhaene, Wesley De Neve

Neural Comput. Appl., 2020

Regional Image Perturbation Reduces L_p Norms of Adversarial Examples While Maintaining Model-to-model Transferability.

Utku Ozbulak, Jonathan Peck, Wesley De Neve, Bart Goossens, Yvan Saeys, Arnout Van Messem

CoRR, 2020

MRI-based Diagnosis of Rotator Cuff Tears using Deep Learning and Weighted Linear Combinations.

Mijung Kim, Ho-min Park, Jae Yoon Kim, Seong Hwan Kim, Sofie Hoeke, Wesley De Neve

Proceedings of the Machine Learning for Healthcare Conference, 2020

Automatic Detection of Trypanosomosis in Thick Blood Smears Using Image Pre-processing and Deep Learning.

Taewoo Jung, Esla Timothy Anzaku, Utku Özbulak, Stefan Magez, Arnout Van Messem, Wesley De Neve

Proceedings of the Intelligent Human Computer Interaction - 12th International Conference, 2020

3-D Deep Learning-Based Item Classification for Belt Conveyors Targeting Packaging and Logistics.

Ho-min Park, Byungkon Kang, Arnout Van Messem, Wesley De Neve

Proceedings of the Pattern Recognition. ICPR International Workshops and Challenges, 2020

Developing a Segmentation Model for Microscopic Images of Microplastics Isolated from Clams.

Ji Yeon Baek, Maria Krishna de Guzman, Ho-min Park, Sanghyeon Park, Boyeon Shin, Tanja Cirkovic Velickovic, Arnout Van Messem, Wesley De Neve

Proceedings of the Pattern Recognition. ICPR International Workshops and Challenges, 2020

2019

Impact of Adversarial Examples on Deep Learning Models for Biomedical Image Segmentation.

Utku Ozbulak, Arnout Van Messem, Wesley De Neve

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019

Not All Adversarial Examples Require a Complex Defense: Identifying Over-optimized Adversarial Examples with IQR-based Logit Thresholding.

Utku Ozbulak, Arnout Van Messem, Wesley De Neve

Proceedings of the International Joint Conference on Neural Networks, 2019

2018

Indoor Person Identification Using a Low-Power FMCW Radar.

Baptist Vandersmissen, Nicolas Knudde, Azarakhsh Jalalvand, Ivo Couckuyt, André Bourdoux, Wesley De Neve, Tom Dhaene

IEEE Trans. Geosci. Remote. Sens., 2018

Dual Rectified Linear Units (DReLUs): A replacement for <i>tanh</i> activation functions in Quasi-Recurrent Neural Networks.

Fréderic Godin, Jonas Degrave, Joni Dambre, Wesley De Neve

Pattern Recognit. Lett., 2018

Hybrid e-TextBooks as comprehensive interactive learning environments.

Hajar Ghaem Sigarchian, Sara Logghe, Ruben Verborgh, Wesley De Neve, Frank Salliau, Erik Mannens, Rik Van de Walle, Dimitri Schuurman

Interact. Learn. Environ., 2018

On the application of reservoir computing networks for noisy image recognition.

Azarakhsh Jalalvand, Kris Demuynck, Wesley De Neve, Jean-Pierre Martens

Neurocomputing, 2018

TISRover: ConvNets learn biologically relevant features for effective translation initiation site prediction.

Jasper Zuallaert, Mijung Kim, Arne Soete, Yvan Saeys, Wesley De Neve

Int. J. Data Min. Bioinform., 2018

Web Applicable Computer-aided Diagnosis of Glaucoma Using Deep Learning.

Mijung Kim, Olivier Janssens, Ho-min Park, Jasper Zuallaert, Sofie Van Hoecke, Wesley De Neve

CoRR, 2018

How the Softmax Output is Misleading for Evaluating the Strength of Adversarial Examples.

Utku Ozbulak, Wesley De Neve, Arnout Van Messem

CoRR, 2018

SpliceRover: interpretable convolutional neural networks for improved splice site prediction.

Jasper Zuallaert, Fréderic Godin, Mijung Kim, Arne Soete, Yvan Saeys, Wesley De Neve

Bioinform., 2018

AQUa: an adaptive framework for compression of sequencing quality scores with random access functionality.

Tom Paridaens, Glenn Van Wallendael, Wesley De Neve, Peter Lambert

Bioinform., 2018

Explaining Character-Aware Neural Networks for Word-Level Prediction: Do They Discover Linguistic Rules?

Fréderic Godin, Kris Demuynck, Joni Dambre, Wesley De Neve, Thomas Demeester

Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018

Computer-Aided Diagnosis and Localization of Glaucoma Using Deep Learning.

Mijung Kim, Ho-min Park, Jasper Zuallaert, Olivier Janssens, Sofie Van Hoecke, Wesley De Neve

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2018

2017

Effective and efficient human action recognition using dynamic frame skipping and trajectory rejection.

Jeong-Jik Seo, Hyungil Kim, Wesley De Neve, Yong Man Ro

Image Vis. Comput., 2017

What are we missing? An empirical exploration in the structural biases of hashtag-based sampling on Twitter.

Evelien D'heer, Baptist Vandersmissen, Wesley De Neve, Pieter Verdegem, Rik Van de Walle

First Monday, 2017

DReLUs: Dual Rectified Linear Units.

Fréderic Godin, Jonas Degrave, Joni Dambre, Wesley De Neve

CoRR, 2017

AFRESh: an adaptive framework for compression of reads and assembled sequences with random access functionality.

Tom Paridaens, Glenn Van Wallendael, Wesley De Neve, Peter Lambert

Bioinform., 2017

Improving Language Modeling using Densely Connected Recurrent Neural Networks.

Fréderic Godin, Joni Dambre, Wesley De Neve

Proceedings of the 2nd Workshop on Representation Learning for NLP, 2017

Few-shot Learning Using a Small-Sized Dataset of High-Resolution FUNDUS Images for Glaucoma Diagnosis.

Mijung Kim, Jasper Zuallaert, Wesley De Neve

Proceedings of the 2nd International Workshop on Multimedia for Personal Health and Health Care, 2017

Interpretable convolutional neural networks for effective translation initiation site prediction.

Jasper Zuallaert, Mijung Kim, Yvan Saeys, Wesley De Neve

Proceedings of the 2017 IEEE International Conference on Bioinformatics and Biomedicine, 2017

2016

Towards robust and reliable multimedia analysis through semantic integration of services.

Ben De Meester, Ruben Verborgh, Pieter Pauwels, Wesley De Neve, Erik Mannens, Rik Van de Walle

Multim. Tools Appl., 2016

A Distance-Based Approach for Semantic Dissimilarity in Knowledge Graphs.

Tom De Nies, Christian Beecks, Fréderic Godin, Wesley De Neve, Grzegorz Stepien, Dörthe Arndt, Laurens De Vocht, Ruben Verborgh, Thomas Seidl, Erik Mannens, Rik Van de Walle

Proceedings of the Tenth IEEE International Conference on Semantic Computing, 2016

An Automated End-To-End Pipeline for Fine-Grained Video Annotation using Deep Neural Networks.

Baptist Vandersmissen, Lucas Sterckx, Thomas Demeester, Azarakhsh Jalalvand, Wesley De Neve, Rik Van de Walle

Proceedings of the 2016 ACM on International Conference on Multimedia Retrieval, 2016

Towards using Reservoir Computing Networks for noise-robust image recognition.

Azarakhsh Jalalvand, Wesley De Neve, Rik Van de Walle, Jean-Pierre Martens

Proceedings of the 2016 International Joint Conference on Neural Networks, 2016

Normalized Semantic Web Distance.

Tom De Nies, Christian Beecks, Fréderic Godin, Wesley De Neve, Grzegorz Stepien, Dörthe Arndt, Laurens De Vocht, Ruben Verborgh, Thomas Seidl, Erik Mannens, Rik Van de Walle

Proceedings of the Semantic Web. Latest Advances and New Domains, 2016

Leveraging CABAC for No-Reference Compression of Genomic Data with Random Access Support.

Tom Paridaens, Jens Panneel, Wesley De Neve, Peter Lambert, Rik Van de Walle

Proceedings of the 2016 Data Compression Conference, 2016

2015

Hyperspectral Image Classification with Convolutional Neural Networks.

Viktor Slavkovikj, Steven Verstockt, Wesley De Neve, Sofie Van Hoecke, Rik Van de Walle

Proceedings of the 23rd Annual ACM Conference on Multimedia Conference, MM '15, Brisbane, Australia, October 26, 2015

Hybrid Books for Interactive Digital Storytelling: Connecting Story Entities and Emotions to Smart Environments.

Hajar Ghaem Sigarchian, Ben De Meester, Frank Salliau, Wesley De Neve, Sara Logghe, Ruben Verborgh, Erik Mannens, Rik Van de Walle, Dimitri Schuurman

Proceedings of the Interactive Storytelling, 2015

Efficient and effective human action recognition in video through motion boundary description with a compact set of trajectories.

Jeong-Jik Seo, Jisoo Son, Hyungil Kim, Wesley De Neve, Yong Man Ro

Proceedings of the 11th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition, 2015

Named-Entity-based Linking and Exploration of News Using an Adapted Jaccard Metric.

Tom De Nies, Jasper Verplanken, Ruben Verborgh, Wesley De Neve, Erik Mannens, Rik Van de Walle

Proceedings of the Workshop on Negative or Inconclusive Results in Semantic Web, 2015

Using EPUB 3 and the Open Web Platform for Enhanced Presentation and Machine-Understandable Metadata for Digital.

Ruben Verborgh, Miel Vander Sande, Pieter Heyvaert, Rik Van de Walle, Tom De Nies, Erik Mannens, Wesley De Neve, Joachim Van Herwegen

Proceedings of the New Avenues for Electronic Publishing in the Age of Infinite Collections and Citizen Science: Scale, Openness and Trust, 2015

Multimedia Lab $@$ ACL WNUT NER Shared Task: Named Entity Recognition for Twitter Microposts using Distributed Word Representations.

Fréderic Godin, Baptist Vandersmissen, Wesley De Neve, Rik Van de Walle

Proceedings of the Workshop on Noisy User-generated Text, 2015

2014

Visually weighted neighbor voting for image tag relevance learning.

Sihyoung Lee, Wesley De Neve, Yong Man Ro

Multim. Tools Appl., 2014

A digital-first authoring environment for enriched e-books using EPUB 3.

Ben De Meester, Tom De Nies, Hajar Ghaem Sigarchian, Miel Vander Sande, Jelle van Campen, Bram Van Impe, Wesley De Neve, Erik Mannens, Rik Van de Walle

Inf. Serv. Use, 2014

EPUB3 for Integrated and Customizable Representation of a Scientific Publication and its Associated Resources.

Hajar Ghaem Sigarchian, Ben De Meester, Tom De Nies, Ruben Verborgh, Wesley De Neve, Erik Mannens, Rik Van de Walle

Proceedings of the 4th Workshop on Linked Science 2014, 2014

Creating Discoverable Learning Content Using a User-Friendly Authoring Environment.

Ben De Meester, Hajar Ghaem Sigarchian, Tom De Nies, Anastasia Dimou, Wesley De Neve, Erik Mannens, Rik Van de Walle

Proceedings of the Linked Learning meets LinkedUp Workshop: Learning and Education with the Web of Data co-located with 13th International Semantic Web Conference (ISWC 2014), 2014

The Rise of Mobile Social Video: An In-depth Analysis of Vine.

Baptist Vandersmissen, Fréderic Godin, Abhineshwar Tomar, Wesley De Neve, Rik Van de Walle

Proceedings of the 1st International Workshop on Social Multimedia and Storytelling co-located with ACM International Conference on Multimedia Retrieval (ICMR 2014), 2014

Ghent University-iMinds at MediaEval 2014 Diverse Images: Adaptive Clustering with Deep Features.

Baptist Vandersmissen, Abhineshwar Tomar, Fréderic Godin, Wesley De Neve, Rik Van de Walle

Proceedings of the Working Notes Proceedings of the MediaEval 2014 Workshop, 2014

Image-Based Road Type Classification.

Viktor Slavkovikj, Steven Verstockt, Wesley De Neve, Sofie Van Hoecke, Rik Van de Walle

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

Sub-sampled dictionaries for coarse-to-fine sparse representation-based human action recognition.

Jongho Lee, Hyun-seok Min, Jeong-Jik Seo, Wesley De Neve, Yong Man Ro

Proceedings of the IEEE International Conference on Multimedia and Expo, 2014

Towards Twitter hashtag recommendation using distributed word representations and a deep feed forward neural network.

Abhineshwar Tomar, Fréderic Godin, Baptist Vandersmissen, Wesley De Neve, Rik Van de Walle

Proceedings of the 2014 International Conference on Advances in Computing, 2014

Towards block-based compression of genomic data with random access functionality.

Tom Paridaens, Yves Van Stappen, Wesley De Neve, Peter Lambert, Rik Van de Walle

Proceedings of the 2014 IEEE Global Conference on Signal and Information Processing, 2014

The Normalized Freebase Distance.

Fréderic Godin, Tom De Nies, Christian Beecks, Laurens De Vocht, Wesley De Neve, Erik Mannens, Thomas Seidl, Rik Van de Walle

Proceedings of the Semantic Web: ESWC 2014 Satellite Events, 2014

Towards Named-Entity-based Similarity Measures: Challenges and Opportunities.

Tom De Nies, Christian Beecks, Wesley De Neve, Thomas Seidl, Erik Mannens, Rik Van de Walle

Proceedings of the 7th International Workshop on Exploiting Semantic Annotations in Information Retrieval, 2014

2013

Towards automatic assessment of the social media impact of news content.

Tom De Nies, Gerald Haesendonck, Fréderic Godin, Wesley De Neve, Erik Mannens, Rik Van de Walle

Proceedings of the 22nd International World Wide Web Conference, 2013

Using topic models for Twitter hashtag recommendation.

Fréderic Godin, Viktor Slavkovikj, Wesley De Neve, Benjamin Schrauwen, Rik Van de Walle

Proceedings of the 22nd International World Wide Web Conference, 2013

Leveraging Existing Tools for Named Entity Recognition in Microposts.

Fréderic Godin, Pedro Debevere, Erik Mannens, Wesley De Neve, Rik Van de Walle

Proceedings of the Concept Extraction Challenge at the Workshop on 'Making Sense of Microposts', 2013

Towards fusion of collective knowledge and audio-visual content features for annotating broadcast video.

Fréderic Godin, Wesley De Neve, Rik Van de Walle

Proceedings of the International Conference on Multimedia Retrieval, 2013

Ghent University-iMinds at MediaEval 2013 Diverse Images: Relevance-Based Hierarchical Clustering.

Baptist Vandersmissen, Abhineshwar Tomar, Fréderic Godin, Wesley De Neve, Rik Van de Walle

Proceedings of the MediaEval 2013 Multimedia Benchmark Workshop, 2013

Ghent University-iMinds at MediaEval 2013: An Unsupervised Named Entity-based Similarity Measure for Search and Hyperlinking.

Tom De Nies, Wesley De Neve, Erik Mannens, Rik Van de Walle

Proceedings of the MediaEval 2013 Multimedia Benchmark Workshop, 2013

Improved License Plate Recognition for Low-Resolution CCTV Forensics by Integrating Sparse Representation-Based Super-Resolution.

Hyun-seok Min, Seung-Ho Lee, Wesley De Neve, Yong Man Ro

Proceedings of the Digital-Forensics and Watermarking - 12th International Workshop, 2013

Sparse Representation-Based Human Action Recognition Using an Action Region-Aware Dictionary.

Hyun-seok Min, Wesley De Neve, Yong Man Ro

Proceedings of the 2013 IEEE International Symposium on Multimedia, 2013

Visitor-art interaction by motion path detection.

Viktor Slavkovikj, Pieterjan De Potter, Steven Verstockt, Wesley De Neve, Sofie Van Hoecke, Rik Van de Walle

Proceedings of the 18th International Conference on Digital Signal Processing, 2013

2012

Near-Duplicate Video Clip Detection Using Model-Free Semantic Concept Detection and Adaptive Semantic Distance Measurement.

Hyun-seok Min, Jae Young Choi, Wesley De Neve, Yong Man Ro

IEEE Trans. Circuits Syst. Video Technol., 2012

VITEQ: A generic framework for no-reference quality evaluation of video testimonials.

Steven Verstockt, Pieterjan De Potter, Wesley De Neve, Peter Lambert, Rik Van de Walle

Proceedings of the Fourth International Workshop on Quality of Multimedia Experience, 2012

Parallel deblocking filtering in H.264/AVC using multiple CPUs and GPUs.

Bart Pieters, Charles-Frederik Hollemeersch, Jan De Cock, Wesley De Neve, Peter Lambert, Rik Van de Walle

Proceedings of the 20th ACM Multimedia Conference, MM '12, Nara, Japan, October 29, 2012

Towards data-driven estimation of image tag relevance using visually similar and dissimilar folksonomy images.

Sihyoung Lee, Wesley De Neve, Yong Man Ro

Proceedings of the 2012 international workshop on Socially-aware multimedia, 2012

Ghent University-IBBT at MediaEval 2012 Search and Hyperlinking: Semantic Similarity using Named Entities.

Tom De Nies, Pedro Debevere, Davy Van Deursen, Wesley De Neve, Erik Mannens, Rik Van de Walle

Proceedings of the Working Notes Proceedings of the MediaEval 2012 Workshop, 2012

Video Copy Detection Using Inclined Video Tomography and Bag-of-Visual-Words.

Hyun-seok Min, Semin Kim, Wesley De Neve, Yong Man Ro

Proceedings of the 2012 IEEE International Conference on Multimedia and Expo, 2012

2011

Collaborative Face Recognition for Improved Face Annotation in Personal Photo Collections Shared on Online Social Networks.

Jae Young Choi, Wesley De Neve, Konstantinos N. Plataniotis, Yong Man Ro

IEEE Trans. Multim., 2011

Privacy Protection in Video Surveillance Systems: Analysis of Subband-Adaptive Scrambling in JPEG XR.

Hosik Sohn, Wesley De Neve, Yong Man Ro

IEEE Trans. Circuits Syst. Video Technol., 2011

Parallel Deblocking Filtering in MPEG-4 AVC/H.264 on Massively Parallel Architectures.

Bart Pieters, Charles-Frederik Hollemeersch, Jan De Cock, Peter Lambert, Wesley De Neve, Rik Van de Walle

IEEE Trans. Circuits Syst. Video Technol., 2011

Bimodal fusion of low-level visual features and high-level semantic features for near-duplicate video clip detection.

Hyun-seok Min, Jae Young Choi, Wesley De Neve, Yong Man Ro

Signal Process. Image Commun., 2011

Contribution of Non-scrambled Chroma Information in Privacy-Protected Face Images to Privacy Leakage.

Hosik Sohn, Dohyoung Lee, Wesley De Neve, Konstantinos N. Plataniotis, Yong Man Ro

Proceedings of the Digital Forensics and Watermarking - 10th International Workshop, 2011

Leveraging an image folksonomy and the Signature Quadratic Form Distance for semantic-based detection of near-duplicate video clips.

Hyun-seok Min, Jae Young Choi, Wesley De Neve, Yong Man Ro

Proceedings of the 2011 IEEE International Conference on Multimedia and Expo, 2011

Towards a better understanding of model-free semantic concept detection for annotation and near-duplicate video clip detection.

Hyun-seok Min, Jae Young Choi, Wesley De Neve, Yong Man Ro

Proceedings of the 18th IEEE International Conference on Image Processing, 2011

Improving image tag recommendation using favorite image context.

Wonyong Eom, Sihyoung Lee, Wesley De Neve, Yong Man Ro

Proceedings of the 18th IEEE International Conference on Image Processing, 2011

2010

Automatic Face Annotation in Personal Photo Collections Using Context-Based Unsupervised Clustering and Face Information Fusion.

Jae Young Choi, Wesley De Neve, Yong Man Ro, Konstantinos N. Plataniotis

IEEE Trans. Circuits Syst. Video Technol., 2010

Towards an automatic face indexing system for actor-based video services in an IPTV environment.

Jae Young Choi, Wesley De Neve, Yong Man Ro

IEEE Trans. Consumer Electron., 2010

Full-Reference Video Quality Metric for Fully Scalable and Mobile SVC Content.

Hosik Sohn, Hana Yoo, Wesley De Neve, Cheon Seog Kim, Yong Man Ro

IEEE Trans. Broadcast., 2010

Tag refinement in an image folksonomy using visual similarity and tag co-occurrence statistics.

Sihyoung Lee, Wesley De Neve, Yong Man Ro

Signal Process. Image Commun., 2010

MAP-based image tag recommendation using a visual folksonomy.

Sihyoung Lee, Wesley De Neve, Konstantinos N. Plataniotis, Yong Man Ro

Pattern Recognit. Lett., 2010

NinSuna: a fully integrated platform for format-independent multimedia content adaptation and delivery using Semantic Web technologies.

Davy Van Deursen, Wim Van Lancker, Wesley De Neve, Tom Paridaens, Erik Mannens, Rik Van de Walle

Multim. Tools Appl., 2010

Format-independent and metadata-driven media resource adaptation using semantic web technologies.

Davy Van Deursen, Wim Van Lancker, Sarah De Bruyne, Wesley De Neve, Erik Mannens, Rik Van de Walle

Multim. Syst., 2010

Semantic Concept Detection for User-Generated Video Content Using a Refined Image Folksonomy.

Hyun-seok Min, Sihyoung Lee, Wesley De Neve, Yong Man Ro

Proceedings of the Advances in Multimedia Modeling, 2010

Towards using semantic features for near-duplicate video detection.

Hyun-seok Min, Wesley De Neve, Yong Man Ro

Proceedings of the 2010 IEEE International Conference on Multimedia and Expo, 2010

Image tag refinement along the 'what' dimension using tag categorization and neighbor voting.

Sihyoung Lee, Wesley De Neve, Yong Man Ro

Proceedings of the 2010 IEEE International Conference on Multimedia and Expo, 2010

Exploiting collective knowledge in an image folksonomy for semantic-based near-duplicate video detection.

Hyun-seok Min, Wesley De Neve, Yong Man Ro

Proceedings of the International Conference on Image Processing, 2010

2009

Improved BSDL-based content adaptation for JPEG 2000 and HD Photo (JPEG XR).

Wesley De Neve, Davy Van Deursen, Wim Van Lancker, Yong Man Ro, Rik Van de Walle

Signal Process. Image Commun., 2009

An Objective Perceptual Quality-Based ADTE for Adapting Mobile SVC Video Content.

Cheon Seog Kim, Hosik Sohn, Wesley De Neve, Yong Man Ro

IEICE Trans. Inf. Syst., 2009

Semantic adaptation of synchronized multimedia streams in a format-independent way.

Davy Van Deursen, Wesley De Neve, Wim Van Lancker, Rik Van de Walle

Proceedings of the 2009 Picture Coding Symposium, 2009

Region-of-interest scrambling for scalable surveillance video using JPEG XR.

Hosik Sohn, Wesley De Neve, Yong Man Ro

Proceedings of the 17th International Conference on Multimedia 2009, 2009

A Statistical and Iterative Method for Data Hiding in Palette-Based Images.

Semin Kim, Wesley De Neve, Yong Man Ro

Proceedings of the Digital Watermarking, 8th International Workshop, 2009

Near-Duplicate Video Detection Using Temporal Patterns of Semantic Concepts.

Hyun-seok Min, Jae Young Choi, Wesley De Neve, Yong Man Ro

Proceedings of the 11th IEEE International Symposium on Multimedia, 2009

Semantic home video categorization.

Hyun-seok Min, Young Bok Lee, Wesley De Neve, Yong Man Ro

Proceedings of the Image Processing: Algorithms and Systems VII, 2009

Semantic annotation of personal video content using an image folksonomy.

Hyun-seok Min, Jae Young Choi, Wesley De Neve, Yong Man Ro, Konstantinos N. Plataniotis

Proceedings of the International Conference on Image Processing, 2009

Face annotation for personal photos using collaborative face recognition in online social networks.

Jae Young Choi, Wesley De Neve, Yong Man Ro, Konstantinos N. Plataniotis

Proceedings of the 16th International Conference on Digital Signal Processing, 2009

Privacy Protection in Video Surveillance Systems Using Scalable Video Coding.

Hosik Sohn, Esla Timothy Anzaku, Wesley De Neve, Yong Man Ro, Konstantinos N. Plataniotis

Proceedings of the Sixth IEEE International Conference on Advanced Video and Signal Based Surveillance, 2009

2008

A compressed-domain approach for shot boundary detection on H.264/AVC bit streams.

Sarah De Bruyne, Davy Van Deursen, Jan De Cock, Wesley De Neve, Peter Lambert, Rik Van de Walle

Signal Process. Image Commun., 2008

gBFlavor: a new tool for fast and automatic generation of generic bitstream syntax descriptions.

Davy Van Deursen, Wesley De Neve, Davy De Schrijver, Rik Van de Walle

Multim. Tools Appl., 2008

NinSuna: A Format-Independent Multimedia Content Adaptation Platform Based on Semantic Web Technologies.

Davy Van Deursen, Wim Van Lancker, Tom Paridaens, Wesley De Neve, Erik Mannens, Rik Van de Walle

Proceedings of the Tenth IEEE International Symposium on Multimedia (ISM2008), 2008

2007

An optimized MPEG-21 BSDL framework for the adaptation of scalable bitstreams.

Davy De Schrijver, Wesley De Neve, Koen De Wolf, Robbie De Sutter, Rik Van de Walle

J. Vis. Commun. Image Represent., 2007

XML-based Exploitation of Region of Interest Scalability in Scalable Video Coding.

Davy De Schrijver, Wesley De Neve, Davy Van Deursen, Yves Dhondt, Rik Van de Walle

Proceedings of the Eighth International Workshop on Image Analysis for Multimedia Interactive Services, 2007

Motion Compensation and Reconstruction of H.264/AVC Video Bitstreams using the GPU.

Bart Pieters, Dieter Van Rijsselbergen, Wesley De Neve, Rik Van de Walle

Proceedings of the Eighth International Workshop on Image Analysis for Multimedia Interactive Services, 2007

XML-driven Bitrate Adaptation of SVC Bitstreams.

Tom Paridaens, Davy De Schrijver, Wesley De Neve, Rik Van de Walle

Proceedings of the Eighth International Workshop on Image Analysis for Multimedia Interactive Services, 2007

Performance Evaluation of Adaptive Residual Interpolation, a Tool for Inter-layer Prediction in H.264/AVC Scalable Video Coding.

Koen De Wolf, Davy De Schrijver, Jan De Cock, Wesley De Neve, Rik Van de Walle

Proceedings of the Image Analysis, 15th Scandinavian Conference, 2007

Predictable Processing of Multimedia Content, Using MPEG-21 Digital Item Processing.

Chris Poppe, Frederik De Keukelaere, Saar De Zutter, Sarah De Bruyne, Wesley De Neve, Rik Van de Walle

Proceedings of the Advances in Multimedia Information Processing, 2007

Shot Boundary Detection for H.264/AVC Bitstreams with Frames Containing Multiple Types of Slices.

Sarah De Bruyne, Wesley De Neve, Davy De Schrijver, Peter Lambert, Piet Verhoeve, Rik Van de Walle

Proceedings of the Advances in Multimedia Information Processing, 2007

Efficient context management in context-aware environments.

Saar De Zutter, Jürgen Slowack, Wesley De Neve, Rik Van de Walle

Proceedings of the 3rd International Conference on Mobile Multimedia Communications, 2007

Temporal Video Segmentation on H.264/AVC Compressed Bitstreams.

Sarah De Bruyne, Wesley De Neve, Koen De Wolf, Davy De Schrijver, Piet Verhoeve, Rik Van de Walle

Proceedings of the Advances in Multimedia Modeling, 2007

MuMiVA: A Multimedia Delivery Platform Using Format-Agnostic, XML-Driven Content Adaptation.

Davy Van Deursen, Sarah De Bruyne, Wim Van Lancker, Wesley De Neve, Davy De Schrijver, Hermann Hellwagner, Rik Van de Walle

Proceedings of the Ninth IEEE International Symposium on Multimedia, 2007

XML-driven Exploitation of Combined Scalability in Scalable H.264/AVC Bitstreams.

Davy De Schrijver, Wesley De Neve, Koen De Wolf, Peter Lambert, Davy Van Deursen, Rik Van de Walle

Proceedings of the International Symposium on Circuits and Systems (ISCAS 2007), 2007

Automatic generation of generic Bitstream Syntax Descriptions applied to H.264/AVC SVC encoded video streams.

Davy Van Deursen, Wesley De Neve, Davy De Schrijver, Rik Van de Walle

Proceedings of the 14th International Conference on Image Analysis and Processing (ICIAP 2007), 2007

Analysis of Prediction Mode Decision in Spatial Enhancement Layers in H.264/AVC SVC.

Koen De Wolf, Davy De Schrijver, Wesley De Neve, Saar De Zutter, Peter Lambert, Rik Van de Walle

Proceedings of the Computer Analysis of Images and Patterns, 12th International Conference, 2007

Exploitation of Combined Scalability in Scalable H.264/AVC Bitstreams by Using an MPEG-21 XML-Driven Framework.

Davy De Schrijver, Wesley De Neve, Koen De Wolf, Davy Van Deursen, Rik Van de Walle

Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2007

2006

Rate-distortion performance of H.264/AVC compared to state-of-the-art video codecs.

Peter Lambert, Wesley De Neve, Peter De Neve, Ingrid Moerman, Piet Demeester, Rik Van de Walle

IEEE Trans. Circuits Syst. Video Technol., 2006

BFlavor: A harmonized approach to media resource adaptation, inspired by MPEG-21 BSDL and XFlavor.

Wesley De Neve, Davy Van Deursen, Davy De Schrijver, Sam Lerouge, Koen De Wolf, Rik Van de Walle

Signal Process. Image Commun., 2006

MPEG-21 bitstream syntax descriptions for scalable video codecs.

Davy De Schrijver, Chris Poppe, Sam Lerouge, Wesley De Neve, Rik Van de Walle

Multim. Syst., 2006

Flexible macroblock ordering in H.264/AVC.

Peter Lambert, Wesley De Neve, Yves Dhondt, Rik Van de Walle

J. Vis. Commun. Image Represent., 2006

Using Placeholder Slices and MPEG-21 BSDL for ROI Extraction in H.264/AVC FMO-Encoded Bitstreams.

Peter Lambert, Wesley De Neve, Davy De Schrijver, Yves Dhondt, Rik Van de Walle

Proceedings of the SIGMAP 2006, 2006

Real-Time BSD-Driven Adaptation Along the Temporal Axis of H.264/AVC Bitstreams.

Wesley De Neve, Davy De Schrijver, Davy Van Deursen, Peter Lambert, Rik Van de Walle

Proceedings of the Advances in Multimedia Information Processing, 2006

SNR Scalability in H.264/AVC Using Data Partitioning.

Stefaan Mys, Peter Lambert, Wesley De Neve, Piet Verhoeve, Rik Van de Walle

Proceedings of the Advances in Multimedia Information Processing, 2006

A Real-Time XML-Based Adaptation System for Scalable Video Formats.

Davy Van Deursen, Davy De Schrijver, Wesley De Neve, Rik Van de Walle

Proceedings of the Advances in Multimedia Information Processing, 2006

XML-based customization along the scalability axes of H.264/AVC scalable video coding.

Davy De Schrijver, Wesley De Neve, Koen De Wolf, Stijn Notebaert, Rik Van de Walle

Proceedings of the International Symposium on Circuits and Systems (ISCAS 2006), 2006

Adaptive Residual Interpolation: a Tool for Efficient Spatial Scalability in Digital Video Coding.

Koen De Wolf, Davy De Schrijver, Wesley De Neve, Rik Van de Walle

Proceedings of the 2006 International Conference on Image Processing, 2006

On an Evaluation of Transformation Languages in a Fully XML-Driven Framework for Video Content Adaptation.

Davy De Schrijver, Wesley De Neve, Davy Van Deursen, Jan De Cock, Rik Van de Walle

Proceedings of the First International Conference on Innovative Computing, Information and Control (ICICIC 2006), 30 August, 2006

A Real-Time Content Adaptation Framework for Exploiting ROI Scalability in H.264/AVC.

Peter Lambert, Davy De Schrijver, Davy Van Deursen, Wesley De Neve, Yves Dhondt, Rik Van de Walle

Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2006

2005

Using Bitstream Structure Descriptions for the Exploitation of Multi-layered Temporal Scalability in H.264/AVC's Base Specification.

Wesley De Neve, Davy Van Deursen, Davy De Schrijver, Koen De Wolf, Rik Van de Walle

Proceedings of the Advances in Multimedia Information Processing, 2005

GPU-assisted decoding of video samples represented in the YCoCg-R color space.

Wesley De Neve, Dieter Van Rijsselbergen, Charles-Frederik Hollemeersch

Proceedings of the 13th ACM International Conference on Multimedia, 2005

Generating MPEG-21 BSDL Descriptions Using Context-Related Attributes.

Davy De Schrijver, Wesley De Neve, Koen De Wolf, Rik Van de Walle

Proceedings of the Seventh IEEE International Symposium on Multimedia (ISM 2005), 2005

2004

Assessment of the compression efficiency of the MPEG-4 AVC specification.

Wesley De Neve, Peter Lambert, Sam Lerouge, Rik Van de Walle

Proceedings of the Visual Communications and Image Processing 2004, 2004