Research Explorer

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Researcher

Wesley De Neve

Publications & Research Data

Awards & Distinctions

204 Results

2026

Boosting 3D liver shape datasets with diffusion models and implicit neural representations

Khoa Tuan NguyenFrancesca TozziWouter WillaertJoris VankerschaverNiki RashidianWesley De Neve

Exact feature collisions in neural networks

Utku ÖzbulakShodhan RaoWesley De NeveJoris VankerschaverArnout Van MessemManvel Gasparyan

A1 Journal Article in SCIENTIFIC REPORTS

Improved sub-visible particle classification in flow imaging microscopy via generative AI-based image synthesis

Utku ÖzbulakMichaela CohrsHristo L. SvilenovJoris VankerschaverWesley De Neve

A1 Journal Article in JOURNAL OF PHARMACEUTICAL SCIENCES

Multimodal machine learning for staging laparoscopy : a combined image analysis and morphologic tool for the discrimination of peritoneal metastasis

Francesca TozziHomin ParkSeyed Amir MousaviMatthias Van LiefferingeDongin MoonSharareh FadaeiJaeyun J. WangAmir Ashraf GanjoueiFernanda Romero-HernandezAdnan Alseidi et al.

A1 Journal Article in INTERNATIONAL JOURNAL OF SURGERY

Revisiting the evaluation bias introduced by frame sampling strategies in surgical video segmentation using SAM2

Utku ÖzbulakSeyed Amir MousaviFrancesca TozziNiki RashidianWouter WillaertWesley De NeveJoris Vankerschaver

SpurBreast : a curated dataset for investigating spurious correlations in real-world breast MRI classification

Jong Bum WonWesley De NeveJoris VankerschaverUtku Özbulak

Toward using machine learning as a shape quality metric for liver point cloud generation

Khoa Tuan NguyenGaeun OhHo-min ParkElie De França Tozzi BarrosWouter WillaertJoris VankerschaverNiki RashidianWesley De Neve

U Journal Article in Proceedings of SPIE

When tracking fails : analyzing failure modes of SAM2 for point-based tracking in surgical videos

Woowon JangJiwon ImJuseung ChoiNiki RashidianWesley De NeveUtku Özbulak

2025

Advancing detection through deep learning for industrial, environmental, and health applications

Homin ParkWesley De NeveArnout Van Messem

Color flow imaging microscopy improves identification of stress sources of protein aggregates in biopharmaceuticals

Michaela CohrsShiwoo KoakYejin LeeYu Jin SungWesley De NeveHristo SvilenovUtku Özbulak

Detecting soil-transmitted helminth and Schistosoma mansoni eggs in Kato-Katz stool smear microscopy images : a comprehensive in- and out-of-distribution evaluation of YOLOv7 variants

Mohammed Aliy MohammedEsla Timothy AnzakuPeter WardBruno LeveckeJanarthanan KrishnamoorthyWesley De NeveSofie Van Hoecke

A1 Journal Article in PLOS NEGLECTED TROPICAL DISEASES

Exploring patient data requirements in training effective AI models for MRI-based breast cancer classification

Solha KangWesley De NeveFrancois RameauUtku Özbulak

Impact of U2-type introns on splice site prediction in A. thaliana species using deep learning

Espoir KabangaSeonil JeeSoeun YunStephen DepuydtArnout Van MessemWesley De Neve

A1 Journal Article in BMC BIOINFORMATICS

Interpreting stress detection models using SHAP and attention for MuSe-stress 2022

Homin ParkGang Hyun KimJin Sung OhArnout Van MessemWesley De Neve

A1 Journal Article in IEEE TRANSACTIONS ON AFFECTIVE COMPUTING

Re-assessing accuracy degradation : a framework for understanding DNN behavior on similar-but-non-identical test datasets

Esla Timothy AnzakuHaohan WangAjiboye BabalolaArnout Van MessemWesley De Neve

A1 Journal Article in MACHINE LEARNING

Towards improved cervical cancer screening : vision transformer-based classification and interpretability

Khoa Tuan NguyenHo-min ParkGaeun OhJoris VankerschaverWesley De Neve

ToxDL 2.0 : protein toxicity prediction using a pretrained language model and graph neural networks

Lin ZhuYi FangShuting LiuHong-Bin ShenWesley De NeveXiaoyong Pan

A1 Journal Article in COMPUTATIONAL AND STRUCTURAL BIOTECHNOLOGY JOURNAL

2024

A reference-based approach for tumor size estimation in monocular laparoscopic videos

Seyed Amir MousaviFrancesca TozziHomin ParkEsla Timothy AnzakuMatthias Van LiefferingeNiki RashidianWouter WillaertWesley De Neve

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

Hyunjung LeeUtku ÖzbulakHomin ParkStephen DepuydtWesley De NeveJoris Vankerschaver

A1 Journal Article in BMC BIOINFORMATICS

Development of a video-based deep learning model for differentiation of malignant and benign lesions during staging laparoscopy : is the machine better than the expert?

Francesca TozziSeyed Amir MousaviMatthias Van LiefferingeDongin MoonHomin ParkSharareh FadaeiWim CeelenWouter WillaertWesley De NeveNiki Rashidian

Exploring multimodal approaches and fusion methods for CEO social attribute prediction in 2024 MuSe-perception

Ankit Kumar SinghGang Hyun KimJaeheon KimHomin ParkBong Jun ChoiWesley De Neve

Generating and evaluating synthetic DNA sequences with splice sites using generative adversarial networks

Espoir KabangaJiwon KohYoungmin KohKangmin KimNina GeiregatArnout Van MessemWesley De Neve

Grasshopper optimization algorithm (GOA) : a novel algorithm or a variant of PSO?

Negin HarandiArnout Van MessemWesley De NeveJoris Vankerschaver

Harnessing the power of tidal flat diatoms to combat climate change

Jihae ParkHojun LeeJana AsselmanColin JanssenStephen DepuydtJonas De SaegerThomas FriedlKoen SabbeWim VyvermanCatharina J. M. Philippart et al.

A1 Journal Article in CRITICAL REVIEWS IN ENVIRONMENTAL SCIENCE AND TECHNOLOGY

Interpretable rotator cuff tear diagnosis using MRI slides with CAMscore and SHAP

Homin ParkIlho YunMi Jung KimKhoa Tuan NguyenArnout Van MessemWesley De Neve

Leveraging human-machine interactions for computer vision dataset quality enhancement

Esla Timothy AnzakuHyesoo HongJin-Woo ParkWonjun YangKangmin KimJongBum WonDeshika Vinoshani Kumari HerathArnout Van MessemWesley De Neve

Self-supervised benchmark lottery on ImageNet : do marginal improvements translate to improvements on similar datasets?

Utku ÖzbulakEsla Timothy AnzakuSolha KangWesley De NeveJoris Vankerschaver

Towards abdominal 3-D scene rendering from laparoscopy surgical videos using NeRFs

Khoa Tuan NguyenFrancesca TozziNiki RashidianWouter WillaertJoris VankerschaverWesley De Neve

Towards interpretable multitask learning for splice site and translation initiation site prediction

Espoir KabangaArnout Van MessemWesley De Neve

2023

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

Homin ParkJong Bum WonYunseol ParkEsla Timothy AnzakuJoris VankerschaverArnout Van MessemWesley De NeveHyunjin Shim

A1 Journal Article in BMC BIOINFORMATICS

Know your self-supervised learning : a survey on image-based generative and discriminative training

Utku ÖzbulakHyun Jung LeeBeril BogaEsla Timothy AnzakuHomin ParkArnout Van MessemWesley De NeveJoris Vankerschaver

A2 Journal Article in TRANSACTIONS ON MACHINE LEARNING RESEARCH

MuSe-personalization 2023 : feature engineering, hyperparameter optimization and transformer-encoder re-discovery

Homin ParkGang Hyun KimArnout Van MessemWesley De Neve

Mutate and observe : utilizing deep neural networks to investigate the impact of mutations on translation initiation

Utku ÖzbulakHyun Jung LeeJasper ZuallaertWesley De NeveStephen DepuydtJoris Vankerschaver

A1 Journal Article in BIOINFORMATICS

Tryp : a dataset of microscopy images of unstained thick blood smears for trypanosome detection

Esla Timothy AnzakuMohammed Aliy MohammedUtku ÖzbulakJongbum WonHyesoo HongJanarthanan KrishnamoorthySofie Van HoeckeStefan MagezArnout Van MessemWesley De Neve

A1 Journal Article in SCIENTIFIC DATA

2022

Artificial neural networks and tensor networks in Variational Monte Carlo

Tom VieijraJan RyckebuschJutho HaegemanWesley De Neve

Exploring multimodal features and fusion for time-continuous prediction of emotional valence and arousal

Ajit KumarBong Jun ChoiSandeep Kumar PandeySanghyeon ParkSeongIk ChoiHanumant Singh ShekhawatWesley De NeveMukesh SainiS. R. M. PrasannaDhananjay Singh

In silico optimization of RNA-protein interactions for CRISPR-Cas13-based antimicrobials

Homin ParkYunseol ParkUrta BeraniEunkyu BangJoris VankerschaverArnout Van MessemWesley De NeveHyunjin Shim

A1 Journal Article in BIOLOGY DIRECT

MP-Net : deep learning-based segmentation for fluorescence microscopy images of microplastics isolated from clams

Homin ParkSanghyeon ParkMaria Krishna de GuzmanJi Yeon BaekTanja Cirkovic VelickovicArnout Van MessemWesley De Neve

A1 Journal Article in PLOS ONE

Prevalence of adversarial examples in neural networks : attacks, defenses, and opportunities

Utku ÖzbulakWesley De NeveArnout Van Messem

Rethinking protein drug design with highly accurate structure prediction of anti-CRISPR proteins

Homin ParkYunseol ParkJoris VankerschaverArnout Van MessemWesley De NeveHyunjin Shim

A1 Journal Article in PHARMACEUTICALS

Towards multimodal prediction of time-continuous emotion using pose feature engineering and a transformer encoder

Homin ParkIlho YunAjit KumarAnkit Kumar SinghBong Jun ChoiDhananjay SinghWesley De Neve

2021

3-D deep learning-based item classification for belt conveyors targeting packaging and logistics

Homin ParkByungkon KangArnout Van MessemWesley De Neve

Automatic detection of Trypanosomosis in thick blood smears using image pre-processing and deep learning

Taewoo JungEsla Timothy AnzakuUtku ÖzbulakStefan MagezArnout Van MessemWesley De Neve

Developing a segmentation model for microscopic images of microplastics isolated from clams

Ji Yeon BaekMaria Krishna de GuzmanHomin ParkSanghyeon ParkBoyeon ShinTanja Cirkovic VelickovicArnout Van MessemWesley De Neve

Evaluating adversarial attacks on ImageNet : a reality check on misclassification classes

Utku ÖzbulakMaura PintorArnout Van MessemWesley De Neve

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

Utku ÖzbulakBaptist VandersmissenAzarakhsh JalalvandIvo CouckuytArnout Van MessemWesley De Neve

A1 Journal Article in COMPUTER VISION AND IMAGE UNDERSTANDING

Massively parallel interrogation of protein fragment secretability using SECRiFY reveals features influencing secretory system transit

Morgane BoonePathmanaban RamasamyJasper ZuallaertRobbin BouwmeesterBerre Van MoerDavy MaddeleinDemet TuranNiels HulstaertHannah EeckhautElien Vandermarliere et al.

A1 Journal Article in NATURE COMMUNICATIONS

Selection of source images heavily influences the effectiveness of adversarial attacks

Utku ÖzbulakEsla Timothy AnzakuWesley De NeveArnout Van Messem

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

Hanul KangHomin ParkYuju AhnArnout Van MessemWesley De Neve

Translation initiation site prediction using deep learning and synthetic datasets

Yunseol ParkEspoir KabangaJasper ZuallaertHyunjin ShimArnout Van MessemWesley De Neve

2020

Augmented vision using high-dimensional sensors and deep neural networks

Baptist VandersmissenWesley De NeveAzarakhsh Jalalvand

Automated learning of biologically relevant features from primary sequence using convolutional neural networks

Jasper ZuallaertWesley De NeveNico CallewaertYvan Saeys

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

Baptist VandersmissenNicolas KnuddeAzarakhsh JalalvandIvo CouckuytTom DhaeneWesley De Neve

A1 Journal Article in NEURAL COMPUTING & APPLICATIONS

Item measurement for logistics-oriented belt conveyor systems using a scenario-driven approach and automata-based control design

Homin ParkArnout Van MessemWesley De Neve

Perturbation analysis of gradient-based adversarial attacks

Utku ÖzbulakManvel GasparyanWesley De NeveArnout Van Messem

A1 Journal Article in PATTERN RECOGNITION LETTERS

Regional image perturbation reduces Lp norms of adversarial examples while maintaining model-to-model transferability

Utku ÖzbulakJonathan PeckWesley De NeveBart GoossensYvan SaeysArnout Van Messem

Restricted Boltzmann machines for quantum states with non-abelian or anyonic symmetries

Tom VieijraCorneel CasertJannes NysWesley De NeveJutho HaegemanJan RyckebuschFrank Verstraete

A1 Journal Article in PHYSICAL REVIEW LETTERS

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

Xiaoyong PanJasper ZuallaertXi WangHong-Bin ShenElda Posada CamposDenys O. MarushchakWesley De Neve

A1 Journal Article in BIOINFORMATICS

2019

Box-Scan : an efficient and effective algorithm for box dimension measurement in conveyor systems using a single RGB-D camera

Homin ParkArnout Van MessemWesley De Neve

Electrochromic photodetectors : toward smarter glasses and nano reflective displays via an electrolytic mechanism

Zhenyin HaiMohammad Karbalaei AkbariZihan WeiJasper ZuallaertWesley De NeveChenyang XueHongyan XuFrancis VerpoortSerge Zhuiykov

A1 Journal Article in ACS APPLIED MATERIALS & INTERFACES

Impact of adversarial examples on deep learning models for biomedical image segmentation

Utku ÖzbulakArnout Van MessemWesley De Neve

Investigating the biological relevance in trained embedding representations of protein sequences

Jasper ZuallaertXiaoyong PanYvan SaeysXi WangWesley De Neve

Medinoid : computer-aided diagnosis and localization of glaucoma using deep learning

Mijung KimJong Chul HanSeung Hyup HyunOlivier JanssensSofie Van HoeckeChangwon KeeWesley De Neve

A1 Journal Article in APPLIED SCIENCES-BASEL

Not all adversarial examples require a complex defense : identifying over-optimized adversarial examples with IQR-based logit thresholding

Utku ÖzbulakArnout Van MessemWesley De Neve

Radar signal processing for human identification by means of reservoir computing networks

Azarakhsh JalalvandBaptist VandersmissenWesley De NeveErik Mannens

Towards diagnosis of rotator cuff tears in 3-D MRI using 3-D convolutional neural networks

Mi Jung KimHomin ParkJ.Y. KimSofie Van HoeckeWesley De Neve

Verbetering en interpretatie van neurale netwerken voor voorspellingsopdrachten op woordniveau in natuurlijketaalverwerking

Fréderic GodinWesley De NeveJoni Dambre

2018

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

Tom ParidaensGlenn Van WallendaelWesley De NevePeter Lambert

A1 Journal Article in BIOINFORMATICS

Compression and interoperable representation of genomic information

Tom ParidaensPeter LambertWesley De Neve

Computer-aided diagnosis and localization of glaucoma using deep learning

Mi Jung KimHo-min ParkJasper ZuallaertOlivier JanssensSofie Van HoeckeWesley De Neve

Dual Rectified Linear Units (DReLUs) : a replacement for tanh activation functions in quasi-recurrent neural networks

Fréderic GodinJonas DegraveJoni DambreWesley De Neve

A1 Journal Article in PATTERN RECOGNITION LETTERS

Explaining character-aware neural networks for word-level prediction : do they discover linguistic rules?

Fréderic GodinKris DemuynckJoni DambreWesley De NeveThomas Demeester

How the Softmax output is misleading for evaluating the strength of adversarial examples

Utku ÖzbulakWesley De NeveArnout Van Messem

Hybrid e-TextBooks as comprehensive interactive learning environments

Hajar Ghaem SigarchianSara LoggheRuben VerborghWesley De NeveFrank SalliauErik MannensRik Van de WalleDimitri Schuurman

A1 Journal Article in INTERACTIVE LEARNING ENVIRONMENTS

Indoor person identification using a low-power FMCW radar

Baptist VandersmissenNicolas KnuddeAzarakhsh JalalvandIvo CouckuytAndre BourdouxWesley De NeveTom Dhaene

A1 Journal Article in IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

On the application of reservoir computing networks for noisy image recognition

Azarakhsh JalalvandKris DemuynckWesley De NeveJean-Pierre Martens

A1 Journal Article in NEUROCOMPUTING

SpliceRover : interpretable convolutional neural networks for improved splice site prediction

Jasper ZuallaertFréderic GodinMi Jung KimArne SoeteYvan SaeysWesley De Neve

A1 Journal Article in BIOINFORMATICS

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

Jasper ZuallaertMijung KimArne SoeteYvan SaeysWesley De Neve

A1 Journal Article in INTERNATIONAL JOURNAL OF DATA MINING AND BIOINFORMATICS

Web applicable computer-aided diagnosis of glaucoma using deep learning

Mi Jung KimOlivier JanssensH. ParkJasper ZuallaertSofie Van HoeckeWesley De Neve

2017

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

Tom ParidaensGlenn Van WallendaelWesley De NevePeter Lambert

A1 Journal Article in BIOINFORMATICS

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

Jeong-Jik SeoHyung-Il KimWesley De NeveYong Man Ro

A1 Journal Article in IMAGE AND VISION COMPUTING

Few-shot learning using a small-sized dataset of high-resolution FUNDUS images for glaucoma diagnosis

Mi Jung KimJasper ZuallaertWesley De Neve

Improving language modeling using densely connected recurrent neural networks

Fréderic GodinJoni DambreWesley De Neve

Indoor tracking of multiple persons with a 77 GHz MIMO FMCW radar

Nicolas KnuddeBaptist VandersmissenK. ParasharIvo CouckuytAzarakhsh JalalvandA BourdouxWesley De NeveTom Dhaene

Interpretable convolutional neural networks for effective translation initiation site prediction

Jasper ZuallaertMi Jung KimYvan SaeysWesley De Neve

Towards novel methods for effective transfer learning and unsupervised deep learning for medical image analysis

M KimJ ZuallaertWesley De Neve

2016

A distance-based approach for semantic dissimilarity in knowledge graphs

Tom De NiesChristian BeecksFréderic GodinWesley De NeveGrzegorz StepienDörthe ArndtLaurens De VochtRuben VerborghThomas SeidlErik Mannens et al.

An automated end-to-end pipeline for fine-grained video annotation using deep neural networks

Baptist VandersmissenLucas SterckxThomas DemeesterAzarakhsh JalalvandWesley De NeveRik Van de Walle

Leveraging CABAC for no-reference compression of genomic data with random access support

Tom ParidaensJens PanneelWesley De NevePeter LambertRik Van de Walle

Normalized semantic web distance

Tom De NiesChristian BeecksFréderic GodinWesley De NeveGrzegorz StepienDörthe ArndtLaurens De VochtRuben VerborghThomas SeidlErik Mannens et al.

Towards robust and reliable multimedia analysis through semantic integration of services

Ben De MeesterRuben VerborghPieter PauwelsWesley De NeveErik MannensRik Van de Walle

A1 Journal Article in MULTIMEDIA TOOLS AND APPLICATIONS

Towards using reservoir computing networks for noise-robust image recognition

Azarakhsh JalalvandWesley De NeveRik Van de WalleJean-Pierre Martens

Unsupervised spectral sub-feature learning for hyperspectral image classification

Viktor SlavkovikjSteven VerstocktWesley De NeveSofie Van HoeckeRik Van de Walle

A1 Journal Article in INTERNATIONAL JOURNAL OF REMOTE SENSING

2015

Character-level modelling of noisy microposts

Fréderic GodinWesley De NeveRik Van de Walle

Design of reservoir computing systems for noise-robust speech and handwriting recognition

Azarakhsh JalalvandKris DemuynckWesley De NeveRik Van de WalleJean-Pierre Martens

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

Jeong-Jik SeoJisoo SonHyung-Il KimWesley De NeveYong Man Ro

How can Twitter data and viewing rates enrich one another? A conceptual and empirical comparison between viewing rates and Twitter data for TV audience research

Evelien D'heerFréderic GodinTom EvensWesley De NevePieter VerdegemRik Van de Walle

Hybrid books for interactive digital storytelling : connecting story entities and emotions to smart environments

Hajar Ghaem SigarchianBen De MeesterFrank SalliauWesley De NeveSara LoggheRuben VerborghErik MannensRik Van de WalleDimitri Schuurman

Hyperspectral image classification with convolutional neural networks

Viktor SlavkovikjSteven VerstocktWesley De NeveSofie Van HoeckeRik Van de Walle

Interlinking books with the world: using the semantic web to create books as reliable, machine-understandable information service providers

Ben De MeesterTom De NiesWesley De NeveRik Van de Walle

A2 Journal Article in Books in Browsers

Multimedia lab @ ACL W-NUT NER shared task : named entity recognition for Twitter microposts using distributed word representations

Fréderic GodinBaptist VandersmissenWesley De NeveRik Van de Walle

Part-of-speech tagging of Twitter microposts only using distributed word representations and a neural network

Fréderic GodinWesley De NeveRik Van de Walle

Towards making EPUB 3-based e-textBooks a first-class mobile learning environment

Hajar Ghaem SigarchianBen De MeesterTom De NiesRuben VerborghFrank SalliauWesley De NeveErik MannensRik Van de Walle

Using EPUB 3 and the open web platform for enhanced presentation and machine-understandable metadata for digital comics

Pieter HeyvaertTom De NiesJoachim Van HerwegenMiel Vander SandeRuben VerborghWesley De NeveErik MannensRik Van de Walle

2014

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

Ben De MeesterTom De NiesHajar Ghaem SigarchianMiel Vander SandeJelle Van CampenBram Van ImpeWesley De NeveErik MannensRik Van de Walle

A2 Journal Article in INFORMATION SERVICES & USE

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

Ben De MeesterTom De NiesHajar Ghaem SigarchianMiel Vander SandeJelle Van CampenBram Van ImpeWesley De NeveErik MannensRik Van de Walle

Alleviating manual feature engineering for part-of-speech tagging of Twitter microposts using distributed word representations

Fréderic GodinBaptist VandersmissenAzarakhsh JalalvandWesley De NeveRik Van de Walle

Beating the bookmakers: leveraging statistics and Twitter microposts for predicting soccer results

Fréderic GodinJasper ZuallaertBaptist VandersmissenWesley De NeveRik Van de Walle

Building an NLP pipeline within a digital publishing workflow

Hans PaulussenFrancisco CapdevilaPedro DebevereMaribel M. PerezMartin VanbrabantWesley De NeveStefan De Wannmacker

Building an NLP pipeline within a digital publishing workflow

Hans PaulussenFrancisco CapdevillaPedro DebevereMaribel PerezMartin VanbrabantWesley De NeveStefan De Wannemacker

A2 Journal Article in COMPUTATIONAL LINGUISTICS IN THE NETHERLANDS JOURNAL

Creating discoverable learning content using a user-friendly authoring environment

Ben De MeesterHajar Ghaem SigarchianTom De NiesAnastasia DimouWesley De NeveErik MannensRik Van de Walle

EPUB3 for integrated and customizable representation of a scientific publication and its associated resources

Hajar Ghaem SigarchianBen De MeesterTom De NiesRuben VerborghWesley De NeveErik MannensRik Van de Walle

Genome sequences as media files

Tom ParidaensWesley De NevePeter LambertRik Van de Walle

Ghent University-iMinds at MediaEval 2014 diverse images: adaptive clustering with deep features

Baptist VandersmissenAbhineshwar TomarFréderic GodinWesley De NeveRik Van de Walle

Image-based road type classification

Viktor SlavkovikjSteven VerstocktWesley De NeveSofie Van HoeckeRik Van de Walle

Improving multimedia analysis through semantic integration of services

Ben De MeesterRuben VerborghPieter PauwelsWesley De NeveErik MannensRik Van de Walle

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

Jongho LeeHyun-seok MinJeong-jik SeoWesley De NeveYong Man Ro

The normalized freebase distance

Fréderic GodinTom De NiesChristian BeecksLaurens De VochtWesley De NeveErik MannensThomas SeidlRik Van de Walle

The rise of mobile and social short-form video: an in-depth measurement study of vine

Baptist VandersmissenFréderic GodinAbhineshwar TomarWesley De NeveRik Van de Walle

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

Tom ParidaensYves Van StappenWesley De NevePeter LambertRik Van de Walle

Towards decentralized annotations in digital books and on the web

Tom De NiesRuben VerborghMiel Vander SandeBen De MeesterHajar Ghaem SigarchianAnastasia DimouWesley De NeveErik MannensRik Van de Walle

Towards named-entity-based similarity measures: challenges and opportunities

Tom De NiesChristian BeecksWesley De NeveThomas SeidleErik MannensRik Van de Walle

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

Abhineshwar TomarFréderic GodinBaptist VandersmissenWesley De NeveRik Van de Walle

Visually weighted neighbor voting for image tag relevance learning

Silhyoung LeeWesley De NeveYong Man Ro

A1 Journal Article in MULTIMEDIA TOOLS AND APPLICATIONS

2013

Augmented reality: JPEG's playground

Peter SchelkensJurgen SlowackKris Van LierIlse RavyseHiep LuongWesley De NeveJan De CockPieter BallonAnn Dooms

Automatic document enrichment for language learners

Hans PaulussenFrancisco Bonachela CapdevilaPedro DebevereMaribel Montero PerezWesley De NeveStefan De Wannemacker

Ghent University-iMinds at mediaEval 2013 diverse images: relevance-based hierarchical clustering

Baptist VandersmissenAbhineshwar TomarFréderic GodinWesley De NeveRik Van de Walle

Ghent University-iMinds at MediaEval 2013: an unsupervised named entity-based similarity measure for search and hyperlinking

Tom De NiesWesley De NeveErik MannensRik Van de Walle

Improving reading experience by integrating the Semantic Web in eBooks

Miel Vander SandeTom De NiesWesley De NeveErik MannensRik Van de Walle

Leveraging existing tools for named entity recognition in microposts

Fréderic GodinPedro DebevereErik MannensWesley De NeveRik Van de Walle

License plate recognition for low-resolution CCTV forensics by integrating sparse representation-based super-resolution

Hyun-seok MinSeung Ho LeeWesley De NeveYong Man Ro

Sparse representation-based human action recognition using an action region-aware dictionary

Hyun-seok MinWesley De NeveYong Man Ro

Towards automatic assessment of the social media impact of news content

Tom De NiesGerald HaesendonckFréderic GodinWesley De NeveErik MannensRik Van de Walle

Towards cost-effective enrichment of EPUB3-compliant eBooks

Hajar Ghaem SigarchianTom De NiesMiel Vander SandeWesley De NeveErik MannensRik Van de Walle

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

Fréderic GodinWesley De NeveRik Van de Walle

Using topic models for Twitter hashtag recommendation

Fréderic GodinViktor SlavkovikjWesley De NeveBenjamin SchrauwenRik Van de Walle

Visitor-art interaction by motion path detection

Viktor SlavkovikjSteven VerstocktWesley De NeveSofie Van HoeckeRik Van de Walle

2012

Ghent University-IBBT at MediaEval 2012 search and hyperlinking semantic similarity using named entities

Tom De NiesPedro DebevereDavy Van DeursenWesley De NeveErik MannensRik Van de Walle

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

Bart PietersCharles HollemeerschJan De CockWesley De NevePeter LambertRik Van de Walle

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

Bart PietersCharles HollemeerschJan De CockWesley De NevePeter LambertRik Van de Walle

Sparse feature analysis for detection of clustered microcalcifications in mammogram images

Wonyong EomWesley De NeveYong Man Ro

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

Sihyoung LeeWesley De NeveYong Man Ro

Video copy detection using inclined video tomography and bag-of-visual-words

Hyun-seok MinSe Min KimWesley De NeveYong Man Ro

Viteq : a generic framework for no-reference quality evaluation of video testimonials

Steven VerstocktPieterjan De PotterWesley De NevePeter LambertRik Van de Walle

2011

Parallel deblocking filtering in MPEG-4 AVC/H.264 on massively parallel architectures

Bart PietersCharles HollemeerschJan De CockPeter LambertWesley De NeveRik Van de Walle

A1 Journal Article in IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY

2010

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

Davy Van DeursenWim Van LanckerSarah De BruyneWesley De NeveErik MannensRik Van de Walle

A1 Journal Article in MULTIMEDIA SYSTEMS

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

Davy Van DeursenWim Van LanckerWesley De NeveTom ParidaensErik MannensRik Van de Walle

A1 Journal Article in MULTIMEDIA TOOLS AND APPLICATIONS

2009

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

Wesley De NeveDavy Van DeursenWim Van LanckerYong Man RoRik Van de Walle

A1 Journal Article in SIGNAL PROCESSING-IMAGE COMMUNICATION

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

Davy Van DeursenWesley De NeveWim Van LanckerRik Van de Walle

2008

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

Sarah De BruyneDavy Van DeursenJan De CockWesley De NevePeter LambertRik Van de Walle

A1 Journal Article in SIGNAL PROCESSING-IMAGE COMMUNICATION

Analysis of BSDL-based content adaptation for JPEG 2000 and HD Photo (JPEG XR)

Wesley De NeveS YangDavy Van DeursenC KimYong Man RoRik Van de Walle

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

Davy Van DeursenWesley De NeveDavy De SchrijverRik Van de Walle

A1 Journal Article in MULTIMEDIA TOOLS AND APPLICATIONS

NinSuna: a format-independent multimedia content adaptation platform based on semantic web technologies

Davy Van DeursenWim Van LanckerTom ParidaensWesley De NeveErik MannensRik Van de Walle

Using placeholder slices and MPEG-21 BSDL for ROI extraction in H.264/AVC FMO-encoded bitstreams

Peter LambertWesley De NeveDavy De SchrijverYves DhondtRik Van de Walle

2007

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

Davy De SchrijverWesley De NeveKoen De WolfRobbie De SutterRik Van de Walle

A1 Journal Article in JOURNAL OF VISUAL COMMUNICATION AND IMAGE REPRESENTATION

Analysis of prediction mode decision in spatial enhancement layers in H.264/AVC SVC

Koen De WolfDavy De SchrijverWesley De NeveSaar De ZutterPeter LambertRik Van de Walle

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

Davy Van DeursenWesley De NeveDavy De SchrijverRik Van de Walle

Description-driven Adaptation of Media Resources

Wesley De NeveR Van De Walle

Efficient Context Management in Context-Aware Environments

S DE ZUTTERJürgen SlowackWesley De NeveRik Van de Walle

Enhanced shot-based video adaptation using MPEG-21 generic bitstream syntax schema

Sarah De BruyneDavy De SchrijverWesley De NeveDavy Van DeursenRik Van de Walle

Exploitation of combined scalability in scalable H.264/AVC bitstreams by using an MPEG-21 XML-driven framework

Davy De SchrijverWesley De NeveKoen De WolfDavy Van DeursenRik Van de Walle

Motion compensation and reconstruction of H.264/AVC video bitstreams using the GPU

Bart PietersDieter Van RijsselbergenWesley De NeveRik Van de Walle

MuMiVA: a multimedia delivery platform using format-agnostic, XML-driven content adaptation

Davy Van DeursenSarah De BruyneWim Van LanckerWesley De NeveDavy De SchrijverHermann HellwagnerRik Van de Walle

Performance evaluation of adaptive residual interpolation, a tool for inter-layer prediction in H.264/AVC scalable video coding

Koen De WolfDavy De SchrijverJan De CockWesley De NeveRik Van de Walle

Performance evaluation of H.264/AVC decoding and visualization using the GPU

Bart PietersDieter Van RijsselbergenWesley De NeveRik Van de Walle

Predictable processing of multimedia content, using MPEG-21 Digital Item Processing

Chris PoppeFrederik De KeukelaereSaar De ZutterSarah De BruyneWesley De NeveRik Van de Walle

Reconfigurable multimedia: putting the user in the middle

Chris PoppeSaar De ZutterWesley De NeveRik Van de Walle

Shot boundary detection for H.264/AVC bitstreams with frames containing multiple types of slices

Sarah De BruyneWesley De NeveDavy De SchrijverPeter LambertPiet VerhoeveRik Van de Walle

Temporal video segmentation on H.264/AVC compressed bitstreams

Sarah De BruyneWesley De NeveKoen De WolfDavy De SchrijverPiet VerhoeveRik Van de Walle

XML-based exploitation of region of interest scalability in scalable video coding

Davy De SchrijverWesley De NeveDavy Van DeursenYves DhondtRik Van de Walle

XML-driven bitrate adaptation of SVC bitstreams

Tom ParidaensDavy De SchrijverWesley De NeveRik Van de Walle

XML-driven exploitation of combined scalability in scalable H.264/AVC bitstreams

Davy De SchrijverWesley De NeveKoen De WolfPeter LambertDavy Van DeursenRik Van de Walle

2006

A real-time content adaptation framework for exploiting ROI scalability in H.264/AVC

Peter LambertDavy De SchrijverDavy Van DeursenWesley De NeveYves DhondtRik Van de Walle

A1 Journal Article in LECTURE NOTES IN COMPUTER SCIENCE

A real-time XML-based adaptation system for scalable video formats

Davy Van DeursenDavy De SchrijverWesley De NeveRik Van de Walle

Adaptive residual interpolation: a tool for efficient spatial scalability in digital video coding

Koen De WolfDavy De SchrijverWesley De NeveRik Van de Walle

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

Wesley De NeveDavy Van DeursenDavy De SchrijverSam LerougeKoen De WolfRik Van de Walle

A1 Journal Article in SIGNAL PROCESSING-IMAGE COMMUNICATION

BFlavor: an Optimized XML-based Framework for Multimedia Content Customization

Davy Van DeursenWesley De NeveDavy De SchrijverRik Van de Walle

Description-Based Substitution Methods for Emulating Temporal Scalability in State-of-the-Art Video Coding Formats

Wesley De NeveDavy De SchrijverDieter Van de WallePeter LambertRik Van de Walle

Exploitation of Interactive Region of Interest Scalability in Scalable Video Coding by Using an XML-driven Adaptation Framework

Davy De SchrijverWesley De NeveDavy Van DeursenSarah De BruyneRik Van de Walle

Flexible macroblock ordering in H.264/AVC

Peter LambertWesley De NeveYves DhondtRik Van de Walle

A1 Journal Article in JOURNAL OF VISUAL COMMUNICATION AND IMAGE REPRESENTATION

GPU-driven recombination and transformation of YCoCg-R video samples

Dieter Van RijsselbergenWesley De NeveRik Van de Walle

MPEG-21 bitstream syntax descriptions for scalable video codecs

Davy De SchrijverChris PoppeSam LerougeWesley De NeveRik Van de Walle

A1 Journal Article in MULTIMEDIA SYSTEMS

On an evaluation of transformation languages in a fully XML-driven framework for video content adaptation

Davy De SchrijverWesley De NeveDavy Van DeursenJan De CockRik Van de Walle

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

Peter LambertWesley De NevePhilippe De NeveIngrid MoermanPiet DemeesterRik Van de Walle

A1 Journal Article in IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY

Real-time BSD-driven adaptation along the temporal axis of H.264/AVC bitstreams

Wesley De NeveDavy De SchrijverDavy Van DeursenPeter LambertRik Van de Walle

Shot Boundary Detection Using Macroblock Prediction Type Information

Sarah De BruyneKoen De WolfWesley De NeveP VERHOEVERik Van de Walle

SNR scalability in H.264/AVC using data partitioning

Stefaan MysPeter LambertWesley De NevePiet VerhoeveRik Van de Walle

Using placeholder slices and MPEG-21 BSDL for ROI extraction in H.264/AVC FMO-encoded bitstreams

Peter LambertWesley De NeveDavy De SchrijverYves DhondtRik Van de Walle

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

Davy De SchrijverWesley De NeveKoen De WolfStijn NotebaertRik Van de Walle

XML-Driven Bitstream Extraction Along the Temporal Axis of SMPTE`s Video Codec 1

Wesley De NeveDavy De SchrijverDavy Van DeursenRik Van de Walle

2005

Comparison of prediction schemes with motion information reuse for low complexity spatial scalability

Koen De WolfRobbie De SutterWesley De NeveRik Van de Walle

Generating MPEG-21 BSDL descriptions using context-related attributes

Davy De SchrijverWesley De NeveKoen De WolfRik Van de Walle

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

Wesley De NeveDieter Van RijsselbergenCharles HollemeerschJan De CockStijn NotebaertRik Van de Walle

On the Usage of Bitstream Structure Descriptions for Exploiting Temporal Scalability in H.264/AVC

Using bitstream structure descriptions for the exploitation of multi-layered temporal scalability in H.264/AVC's base specification

Wesley De NeveDavy Van DeursenDavy De SchrijverKoen De WolfRik Van de Walle

A1 Journal Article in ADVANCES IN MULTIMEDIA INFORMATION PROCESSING - PCM 2005, PT 1

Using MPEG-4 scene description for offering customizable and interactive multimedia presentations

Wesley De NeveKoen De WolfDavy De SchrijverRik Van de Walle

2004

A performance evaluation of MPEG-21 BSDL in the context of H.264/AVC

Wesley De NeveSam LerougePeter LambertRik Van de Walle

Applying MPEG-21 BSDL to the JVT H.264/AVC Specification in MPEG-21 Session Mobility Scenarios

Wesley De NeveFrederik De KeukelaereKoen De WolfRik Van de Walle

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

Wesley De NevePeter LambertSam LerougeRik Van de Walle

Metadata driven customization of MPEG-4 Visual and H.264/AVC video sequences

Wesley De NeveKoen De Wolf

2003

Advanced mobile multimedia applications: using MPEG-21 and time-dependent metadata

Robbie De SutterSam LerougeWesley De NevePeter LambertRik Van de Walle

Applying MPEG-21 BSDL to the JVT H.264/AVC Specification for Digital Video Coding

Wesley De NeveFrederic Van QuickenborneIngrid MoermanPiet DemeesterRik Van de Walle

MPEG-21 digital item processing architecture

Frederik De KeukelaereWesley De NevePeter LambertBoris RoggeRik Van de Walle

2002

Negotiation between content providers and terminals for interactive metadata-driven scalable multimedia applications

Wesley De NeveRik Van de Walle