Wesley De Neve
Orcid: 0000-0002-8190-3839
According to our database1,
Wesley De Neve
authored at least 143 papers
between 2004 and 2024.
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Bibliography
2024
Assessing the reliability of point mutation as data augmentation for deep learning with genomic data.
BMC Bioinform., December, 2024
2023
CRISPR-Cas-Docker: web-based in silico docking and machine learning-based classification of crRNAs with Cas proteins.
BMC Bioinform., December, 2023
Know Your Self-supervised Learning: A Survey on Image-based Generative and Discriminative Training.
Trans. Mach. Learn. Res., 2023
MuSe-Personalization 2023: Feature Engineering, Hyperparameter Optimization, and Transformer-Encoder Re-discovery.
Proceedings of the 4th on Multimodal Sentiment Analysis Challenge and Workshop: Mimicked Emotions, 2023
Proceedings of the Machine Learning in Medical Imaging - 14th International Workshop, 2023
Leveraging Human-Machine Interactions for Computer Vision Dataset Quality Enhancement.
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.
CoRR, 2022
Towards Multimodal Prediction of Time-continuous Emotion using Pose Feature Engineering and a Transformer Encoder.
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.
Comput. Vis. Image Underst., 2021
Evaluating Adversarial Attacks on ImageNet: A Reality Check on Misclassification Classes.
CoRR, 2021
ToxDL: deep learning using primary structure and domain embeddings for assessing protein toxicity.
Bioinform., 2021
Towards a quantitative analysis of class activation mapping for deep learning-based computer-aided diagnosis.
Proceedings of the Medical Imaging 2021: Image Perception, 2021
Exploring Multimodal Features and Fusion for Time-Continuous Prediction of Emotional Valence and Arousal.
Proceedings of the Intelligent Human Computer Interaction, 2021
Selection of Source Images Heavily Influences the Effectiveness of Adversarial Attacks.
Proceedings of the 32nd British Machine Vision Conference 2021, 2021
2020
Pattern Recognit. Lett., 2020
Indoor human activity recognition using high-dimensional sensors and deep neural networks.
Neural Comput. Appl., 2020
Regional Image Perturbation Reduces L<sub>p</sub> Norms of Adversarial Examples While Maintaining Model-to-model Transferability.
CoRR, 2020
MRI-based Diagnosis of Rotator Cuff Tears using Deep Learning and Weighted Linear Combinations.
Proceedings of the Machine Learning for Healthcare Conference, 2020
Automatic Detection of Trypanosomosis in Thick Blood Smears Using Image Pre-processing and Deep Learning.
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.
Proceedings of the Pattern Recognition. ICPR International Workshops and Challenges, 2020
Developing a Segmentation Model for Microscopic Images of Microplastics Isolated from Clams.
Proceedings of the Pattern Recognition. ICPR International Workshops and Challenges, 2020
2019
Impact of Adversarial Examples on Deep Learning Models for Biomedical Image Segmentation.
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.
Proceedings of the International Joint Conference on Neural Networks, 2019
2018
IEEE Trans. Geosci. Remote. Sens., 2018
Dual Rectified Linear Units (DReLUs): A replacement for <i>tanh</i> activation functions in Quasi-Recurrent Neural Networks.
Pattern Recognit. Lett., 2018
Interact. Learn. Environ., 2018
Neurocomputing, 2018
TISRover: ConvNets learn biologically relevant features for effective translation initiation site prediction.
Int. J. Data Min. Bioinform., 2018
How the Softmax Output is Misleading for Evaluating the Strength of Adversarial Examples.
CoRR, 2018
SpliceRover: interpretable convolutional neural networks for improved splice site prediction.
Bioinform., 2018
AQUa: an adaptive framework for compression of sequencing quality scores with random access functionality.
Bioinform., 2018
Explaining Character-Aware Neural Networks for Word-Level Prediction: Do They Discover Linguistic Rules?
Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018
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.
Image Vis. Comput., 2017
What are we missing? An empirical exploration in the structural biases of hashtag-based sampling on Twitter.
First Monday, 2017
AFRESh: an adaptive framework for compression of reads and assembled sequences with random access functionality.
Bioinform., 2017
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.
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.
Proceedings of the 2017 IEEE International Conference on Bioinformatics and Biomedicine, 2017
2016
Towards robust and reliable multimedia analysis through semantic integration of services.
Multim. Tools Appl., 2016
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.
Proceedings of the 2016 ACM on International Conference on Multimedia Retrieval, 2016
Proceedings of the 2016 International Joint Conference on Neural Networks, 2016
Proceedings of the Semantic Web. Latest Advances and New Domains, 2016
Leveraging CABAC for No-Reference Compression of Genomic Data with Random Access Support.
Proceedings of the 2016 Data Compression Conference, 2016
2015
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.
Proceedings of the Interactive Storytelling, 2015
Efficient and effective human action recognition in video through motion boundary description with a compact set of trajectories.
Proceedings of the 11th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition, 2015
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.
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.
Proceedings of the Workshop on Noisy User-generated Text, 2015
2014
Multim. Tools Appl., 2014
Inf. Serv. Use, 2014
EPUB3 for Integrated and Customizable Representation of a Scientific Publication and its Associated Resources.
Proceedings of the 4th Workshop on Linked Science 2014, 2014
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
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.
Proceedings of the Working Notes Proceedings of the MediaEval 2014 Workshop, 2014
Proceedings of the 22nd International Conference on Pattern Recognition, 2014
Sub-sampled dictionaries for coarse-to-fine sparse representation-based human action recognition.
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.
Proceedings of the 2014 International Conference on Advances in Computing, 2014
Proceedings of the 2014 IEEE Global Conference on Signal and Information Processing, 2014
Proceedings of the Semantic Web: ESWC 2014 Satellite Events, 2014
Proceedings of the 7th International Workshop on Exploiting Semantic Annotations in Information Retrieval, 2014
2013
Proceedings of the 22nd International World Wide Web Conference, 2013
Proceedings of the 22nd International World Wide Web Conference, 2013
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.
Proceedings of the International Conference on Multimedia Retrieval, 2013
Ghent University-iMinds at MediaEval 2013 Diverse Images: Relevance-Based Hierarchical Clustering.
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.
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.
Proceedings of the Digital-Forensics and Watermarking - 12th International Workshop, 2013
Sparse Representation-Based Human Action Recognition Using an Action Region-Aware Dictionary.
Proceedings of the 2013 IEEE International Symposium on Multimedia, 2013
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.
IEEE Trans. Circuits Syst. Video Technol., 2012
VITEQ: A generic framework for no-reference quality evaluation of video testimonials.
Proceedings of the Fourth International Workshop on Quality of Multimedia Experience, 2012
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.
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.
Proceedings of the Working Notes Proceedings of the MediaEval 2012 Workshop, 2012
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.
IEEE Trans. Multim., 2011
Privacy Protection in Video Surveillance Systems: Analysis of Subband-Adaptive Scrambling in JPEG XR.
IEEE Trans. Circuits Syst. Video Technol., 2011
Parallel Deblocking Filtering in MPEG-4 AVC/H.264 on Massively Parallel Architectures.
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.
Signal Process. Image Commun., 2011
Contribution of Non-scrambled Chroma Information in Privacy-Protected Face Images to Privacy Leakage.
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.
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.
Proceedings of the 18th IEEE International Conference on Image Processing, 2011
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.
IEEE Trans. Circuits Syst. Video Technol., 2010
Towards an automatic face indexing system for actor-based video services in an IPTV environment.
IEEE Trans. Consumer Electron., 2010
IEEE Trans. Broadcast., 2010
Tag refinement in an image folksonomy using visual similarity and tag co-occurrence statistics.
Signal Process. Image Commun., 2010
Pattern Recognit. Lett., 2010
NinSuna: a fully integrated platform for format-independent multimedia content adaptation and delivery using Semantic Web technologies.
Multim. Tools Appl., 2010
Format-independent and metadata-driven media resource adaptation using semantic web technologies.
Multim. Syst., 2010
Semantic Concept Detection for User-Generated Video Content Using a Refined Image Folksonomy.
Proceedings of the Advances in Multimedia Modeling, 2010
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.
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.
Proceedings of the International Conference on Image Processing, 2010
2009
Signal Process. Image Commun., 2009
IEICE Trans. Inf. Syst., 2009
Proceedings of the 2009 Picture Coding Symposium, 2009
Proceedings of the 17th International Conference on Multimedia 2009, 2009
Proceedings of the Digital Watermarking, 8th International Workshop, 2009
Proceedings of the 11th IEEE International Symposium on Multimedia, 2009
Proceedings of the Image Processing: Algorithms and Systems VII, 2009
Proceedings of the International Conference on Image Processing, 2009
Face annotation for personal photos using collaborative face recognition in online social networks.
Proceedings of the 16th International Conference on Digital Signal Processing, 2009
Proceedings of the Sixth IEEE International Conference on Advanced Video and Signal Based Surveillance, 2009
2008
Signal Process. Image Commun., 2008
gBFlavor: a new tool for fast and automatic generation of generic bitstream syntax descriptions.
Multim. Tools Appl., 2008
NinSuna: A Format-Independent Multimedia Content Adaptation Platform Based on Semantic Web Technologies.
Proceedings of the Tenth IEEE International Symposium on Multimedia (ISM2008), 2008
2007
J. Vis. Commun. Image Represent., 2007
Proceedings of the Eighth International Workshop on Image Analysis for Multimedia Interactive Services, 2007
Proceedings of the Eighth International Workshop on Image Analysis for Multimedia Interactive Services, 2007
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.
Proceedings of the Image Analysis, 15th Scandinavian Conference, 2007
Proceedings of the Advances in Multimedia Information Processing, 2007
Shot Boundary Detection for H.264/AVC Bitstreams with Frames Containing Multiple Types of Slices.
Proceedings of the Advances in Multimedia Information Processing, 2007
Proceedings of the 3rd International Conference on Mobile Multimedia Communications, 2007
Proceedings of the Advances in Multimedia Modeling, 2007
MuMiVA: A Multimedia Delivery Platform Using Format-Agnostic, XML-Driven Content Adaptation.
Proceedings of the Ninth IEEE International Symposium on Multimedia, 2007
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.
Proceedings of the 14th International Conference on Image Analysis and Processing (ICIAP 2007), 2007
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.
Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2007
2006
IEEE Trans. Circuits Syst. Video Technol., 2006
BFlavor: A harmonized approach to media resource adaptation, inspired by MPEG-21 BSDL and XFlavor.
Signal Process. Image Commun., 2006
Using Placeholder Slices and MPEG-21 BSDL for ROI Extraction in H.264/AVC FMO-Encoded Bitstreams.
Proceedings of the SIGMAP 2006, 2006
Proceedings of the Advances in Multimedia Information Processing, 2006
Proceedings of the Advances in Multimedia Information Processing, 2006
Proceedings of the Advances in Multimedia Information Processing, 2006
XML-based customization along the scalability axes of H.264/AVC scalable video coding.
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.
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.
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.
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.
Proceedings of the Advances in Multimedia Information Processing, 2005
Proceedings of the 13th ACM International Conference on Multimedia, 2005
Proceedings of the Seventh IEEE International Symposium on Multimedia (ISM 2005), 2005
2004
Proceedings of the Visual Communications and Image Processing 2004, 2004