publications
publications by categories in reversed chronological order. generated by jekyll-scholar.
2025
- CVPREnd-to-End Implicit Neural Representations for ClassificationIn Proceedings of the Computer Vision and Pattern Recognition Conference (CVPR), 2025
- CVPRLearning Physics From Video: Unsupervised Physical Parameter Estimation for Continuous Dynamical SystemsIn Proceedings of the Computer Vision and Pattern Recognition Conference (CVPR), 2025
- CVPRwMaking Every Event Count: Balancing Data Efficiency and Accuracy in Event Camera SubsamplingIn Computer Vision and Pattern Recognition Conference workshop (CVPRw), 2025
- ARC: Anchored Representation Clouds for High-Resolution INR ClassificationIn ICLR 2025 Workshop on Weight Space Learning, 2025
2024
- ECCVMSD: A Benchmark Dataset for Floor Plan Generation of Building ComplexesIn European Conference on Computer Vision (ECCV), 2024
- ECCVwAligning Object Detector Bounding Boxes with Human PreferenceIn European Conference on Computer Vision workshop (ECCVw), 2024
- ECCVwPushing the boundaries of event subsampling in event-based video classification using CNNsIn European Conference on Computer Vision workshop (ECCVw), 2024
- ECCVwHAVANA: Hierarchical stochastic neighbor embedding for Accelerated Video ANnotAtionsIn European Conference on Computer Vision workshop (ECCVw), 2024
- VISAPPScale Learning in Scale-Equivariant Convolutional networksIn International Conference on Computer Vision Theory and Applications (VISAPP), 2024
- VISAPPEnd-to-end-chess-recognitionIn International Conference on Computer Vision Theory and Applications (VISAPP), 2024
2023
- NeurIPSColor Equivariant Convolutional NetworksIn Conference on Neural Information Processing Systems (NeurIPS), 2023
- ICCVObjects do not disappear: Video object detection by single-frame object location anticipationIn International Conference on Computer Vision (ICCV), 2023
- ICCVA step towards understanding why classification helps regressionIn International Conference on Computer Vision (ICCV), 2023
- ICCVDifferentiable Transportation PruningIn International Conference on Computer Vision (ICCV), 2023
- ICCVwVideo BagNet: short temporal receptive fields increase robustness in long-term action recognitionIn International Conference on Computer Vision workshop (ICCVw), 2023
- ICCVwAre current long-term video understanding datasets long-term?In International Conference on Computer Vision workshop (ICCVw), 2023
- ICCVwIs there progress in activity progress prediction?In International Conference on Computer Vision workshop (ICCVw), 2023
- ICCVwUsing and abusing equivarianceIn International Conference on Computer Vision workshop (ICCVw), 2023
- ICCVwBenchmarking Data Efficiency and Computational Efficiency of Temporal Action Localization ModelsIn International Conference on Computer Vision workshop (ICCVw), 2023
- ICCVwSSIG: A Visually-Guided Graph Edit Distance for Floor Plan SimilarityIn International Conference on Computer Vision workshop (ICCVw), 2023
- ICCVwNon-Destructive Infield Quality Estimation of Strawberries Using Deep ArchitecturesIn International Conference on Computer Vision workshop (ICCVw), 2023
- Assessing facial weakness in myasthenia gravis with facial recognition software and deep learningIn Annals of Clinical and Translational Neurology, 2023
- ICLRUnderstanding weight-magnitude hyperparameters in training binary networksIn International Conference on Learning Representations (ICLR), 2023
- CVPRwWhat Affects Learned Equivariance in Deep Image Recognition Models?In Computer Vision and Pattern Recognition Conference workshop (CVPRw), 2023
- Analyzing components of a transformer under different dataset scales in 3D prostate CT segmentationIn Medical Imaging 2023: Image Processing, 2023
- Towards single camera human 3D kinematicsIn Sensors, 2023
- WACVLAB: Learnable Activation Binarizer for Binary Neural NetworksIn Winter Conference on Applications of Computer Vision (WACV), 2023
2022
- ICLRFlexconv: Continuous kernel convolutions with differentiable kernel sizesIn International Conference on Learning Representations (ICLR), 2022
- BMVCNeRD++: Improved 3D-mirror symmetry learning from a single imageIn British Machine Vision Conference (BMVC), 2022
- BMVCCopy-Pasting Coherent Depth Regions Improves Contrastive Learning for Urban-Scene SegmentationIn British Machine Vision Conference (BMVC), 2022
- ICIPHumans disagree with the IoU for measuring object detector localization errorIn International Conference on Image Processing (ICIP), 2022
- ICIPHeart rate estimation in intense exercise videosIn International Conference on Image Processing (ICIP), 2022
- ICPRAmsterTime: A Visual Place Recognition Benchmark Dataset for Severe Domain ShiftIn International Conference on Pattern Recognition (ICPR), 2022
- CVPRDeep vanishing point detection: Geometric priors make dataset variations vanishIn Proceedings of the Computer Vision and Pattern Recognition Conference (CVPR), 2022
- AAAIEqual Bits: Enforcing Equally Distributed Binary Network WeightsIn AAAI Conference on Artificial Intelligence (AAAI), 2022
2021
- BMVCFrequency learning for structured CNN filters with Gaussian fractional derivativesIn British Machine Vision Conference (BMVC), 2021
- ICCVZero-Shot Day-Night Domain Adaptation With a Physics PriorIn International Conference on Computer Vision (ICCV), 2021
- ICCVSpectral Leakage and Rethinking the Kernel Size in CNNsIn International Conference on Computer Vision (ICCV), 2021
- ICCVwInvestigating transformers in the decomposition of polygonal shapes as point collectionsIn International Conference on Computer Vision workshop (ICCVw), 2021
- Assessment of Parkinson’s Disease Severity from Videos using Deep ArchitectureIn IEEE Journal of Biomedical and Health Informatics, 2021
- ICIPPUNet: Temporal Action Proposal Generation With Positive Unlabeled Learning Using Key Frame AnnotationsIn International Conference on Image Processing (ICIP), 2021
- ICIPThe Arm-Swing Is Discriminative in Video Gait Recognition for Athlete Re-IdentificationIn International Conference on Image Processing (ICIP), 2021
- ICIPExploiting Learned Symmetries in Group Equivariant ConvolutionsIn International Conference on Image Processing (ICIP), 2021
- ICIPSemi-supervised lane detection with Deep Hough TransformIn International Conference on Image Processing (ICIP), 2021
- ICIPHallucination In Object Detection – A Study In Visual Part VerificationIn International Conference on Image Processing (ICIP), 2021
- ICMLDeep Continuous NetworksIn International Conference on Machine Learning (ICML), 2021
- TIPResolution learning in deep convolutional networks using scale-space theoryIn Transactions on Image Processing (TIP), 2021
- AAAIDeep Unsupervised Image Hashing by Maximizing Bit EntropyIn AAAI Conference on Artificial Intelligence (AAAI), 2021
- CVPRNo frame left behind: Full Video Action RecognitionIn Proceedings of the Computer Vision and Pattern Recognition Conference (CVPR), 2021
2020
- ReproducedPapers.org: Openly teaching and structuring machine learning reproducibilityIn ICPR Workshop on Reproducible Research in Pattern Recognition, 2020
- Real-time Webcam Heart-Rate and Variability Estimation with Clean Ground Truth for EvaluationIn MDPI Applied Sciences journal special issue Video Analysis for Health Monitoring, 2020
- t-EVA: Time-Efficient t-SNE Video AnnotationIn ICPR workshop on Deep Learning for Human-Centric Activity Understanding, 2020
- ICPRRespecting Domain Relations: Hypothesis Invariance for Domain GeneralizationIn International Conference on Pattern Recognition (ICPR), 2020
- ICPRWeightAlign: Normalizing Activations by Weight AlignmentIn International Conference on Pattern Recognition (ICPR), 2020
- ICPRZoom-CAM: Generating Fine-grained Pixel Annotations from Image LabelsIn International Conference on Pattern Recognition (ICPR), 2020
- ICPRTilting at windmills: Data augmentation for deeppose estimation does not help with occlusionsIn International Conference on Pattern Recognition (ICPR), 2020
- BMVCBlack Magic in Deep Learning: How Human Skill Impacts Network TrainingIn British Machine Vision Conference (BMVC), 2020
- ECCVDeep Hough-Transform Line PriorsIn European Conference on Computer Vision (ECCV), 2020
- ECCVwEfficiency in Real-time Webcam Gaze TrackingIn European Conference on Computer Vision workshop (ECCVw), 2020
- CVPRwTop-Down Networks: A coarse-to-fine reimagination of CNNsIn Computer Vision and Pattern Recognition Conference workshop (CVPRw), 2020
- CVPROn Translation Invariance in CNNs: Convolutional Layers can Exploit Absolute Spatial LocationIn Proceedings of the Computer Vision and Pattern Recognition Conference (CVPR), 2020
2019
- ICCVwThe Instantaneous Accuracy: a Novel Metric for the Problem of Online Human Behavior Recognition in Untrimmed VideosIn International Conference on Computer Vision workshop (ICCVw), 2019
- ICCVwCross Domain Image Matching in Presence of OutliersIn International Conference on Computer Vision workshop (ICCVw), 2019
- ICCVwEfficient Real-Time Camera Based Estimation of Heart Rate and Its VariabilityIn International Conference on Computer Vision workshop (ICCVw), 2019
- ICCVwAttention-Aware Age-Agnostic Visual Place RecognitionIn International Conference on Computer Vision workshop (ICCVw), 2019
- Running Event Visualization using Videos from Multiple CamerasIn ACM MM workshop on Computer Vision and Sports, 2019
- BMVCPush for Quantization: Deep Fisher HashingIn British Machine Vision Conference (BMVC), 2019
- CVPRwDeep Visual City Recognition VisualizationIn Computer Vision and Pattern Recognition Conference workshop (CVPRw), 2019
- CVPRwViDeNN: Deep Blind Video DenoisingIn Computer Vision and Pattern Recognition Conference workshop (CVPRw), 2019
2018
- TIPDivide and Count: Generic Object Counting by Image DivisionsIn Transactions on Image Processing (TIP), 2018
- ICIPRecurrent knowledge distillationIn International Conference on Image Processing (ICIP), 2018
- ECCVwUsing phase instead of optical flow for action recognitionIn European Conference on Computer Vision workshop (ECCVw), 2018
- ECCVwHand-tremor frequency estimation in videosIn European Conference on Computer Vision workshop (ECCVw), 2018
- Asymmetric kernel in Gaussian Processes for learning target varianceIn Pattern Recognition Letters (PRL), 2018
- Shape based classification of seismic building structural typesIn International Archives of the Photogrammetry, Remote Sensing & Spatial Information Sciences, 2018
2017
- ICCVActive Decision Boundary Annotation with Deep Generative ModelsIn International Conference on Computer Vision (ICCV), 2017
- BMVCObject Extent Pooling for Weakly Supervised Single-Shot LocalizationIn British Machine Vision Conference (BMVC), 2017
- DeepEyes: Progressive Visual Analytics for Designing Deep Neural NetworksIn IEEE Transactions on Visualization and Computer Graphics (Proceedings of VAST), Volume 24, 2017
- One-Step Time-Dependent Future Video Frame Prediction with a Convolutional Encoder-Decoder Neural NetworkIn International Conference on Image Analysis and Processing (ICIAP), 2017
- CVPRVideo Acceleration MagnificationIn Proceedings of the Computer Vision and Pattern Recognition Conference (CVPR), 2017
- Vision-based Detection of Acoustic Timed Events: a Case Study on Clarinet Note OnsetsIn International Workshop on Deep Learning for Music, 2017
- IJCVTubelets: Unsupervised action proposals from spatiotemporal super-voxelsIn International Journal of Computer Vision (IJCV), 2017
- TIPCon-Text: Text Detection for Fine-grained Object ClassificationIn Transactions on Image Processing (TIP), 2017
2016
- ECCVMaking a Case for Learning Motion Representations with PhaseIn European Conference on Computer Vision (ECCV), 2016
- ECCVDepth-Aware Motion MagnificationIn European Conference on Computer Vision (ECCV), 2016
- ECCVSpot On: Action Localization from Pointly-Supervised ProposalsIn European Conference on Computer Vision (ECCV), 2016
- CVIUNo Spare Parts: Sharing Part Detectors for Image CategorizationIn Computer Vision and Image Understanding (CVIU), 2016
- ICIPFeatureless: Bypassing Feature Extraction in Action CategorizationIn International Conference on Image Processing (ICIP), 2016
- CVIULarge Scale Gaussian Process for Overlap-based Object Proposal ScoringIn Computer Vision and Image Understanding (CVIU), 2016
- CVPRStructured Receptive Fields in CNNsIn Proceedings of the Computer Vision and Pattern Recognition Conference (CVPR), 2016
- Exploring the Long Tail of Social Media TagsIn International Conference on Multimedia Modelling (MMM), 2016
2015
- ICCVObjects2action: Classifying and localizing actions without any video exampleIn International Conference on Computer Vision (ICCV), 2015
- BING3D: Fast Spatio-Temporal Proposals for Action LocalizationIn Netherlands Conference on Computer Vision (NCCV), 2015
- BMVCAPT: Action localization Proposals from dense TrajectoriesIn British Machine Vision Conference (BMVC), 2015
- ICIPPer-patch metric learning for robust image matchingIn International Conference on Image Processing (ICIP), 2015
- CVPRWhat do 15,000 Object Categories Tell Us About Classifying and Localizing Actions?In Proceedings of the Computer Vision and Pattern Recognition Conference (CVPR), 2015
- Bag-of-Fragments: Selecting and encoding video fragments for event detection and recountingIn International Conference on Multimedia Retrieval (ICMR), 2015
2014
- TIPRobustifying Descriptor Instability using Fisher VectorsIn Transactions on Image Processing (TIP), 2014
- TIPEvaluation of Spatio-Temporal Color Interest Points for Human Action RecognitionIn Transactions on Image Processing (TIP), 2014
- ECCVwNature Conservation Drones for Automatic Localization and Counting of AnimalsIn European Conference on Computer Vision workshop (ECCVw), 2014
- ECCVDejavu: Motion Prediction in Static ImagesIn European Conference on Computer Vision (ECCV), 2014
- Automatic Statistics Extraction for Amateur Soccer VideosIn International Conference on Methods and Techniques in Behavioral Research (Measuring Behavior), 2014
- CVPRAction Localization by Tubelets from MotionIn Proceedings of the Computer Vision and Pattern Recognition Conference (CVPR), 2014
- The Rijksmuseum Challenge: Museum-Centered Visual RecognitionIn International Conference on Multimedia Retrieval (ICMR), 2014
2013
- Automatic Egyptian Hieroglyph Recognition by Retrieving Images as TextsIn Proceedings of ACM Multimedia (ACMMM), 2013
- Spot the Differences: From a Photograph Burst to the Single Best PictureIn Proceedings of ACM Multimedia (ACMMM), 2013
- Con-Text: Text Detection Using Background Connectivity for Fine-Grained Object ClassificationIn Proceedings of ACM Multimedia (ACMMM), 2013
- CVPREvaluation of Color STIPs for Human Action RecognitionIn Proceedings of the Computer Vision and Pattern Recognition Conference (CVPR), 2013
2012
- ECCVPer-patch Descriptor Selection using Surface and Scene PropertiesIn European Conference on Computer Vision (ECCV), 2012
- ECCVwObject Reading: Text Recognition for Object RecognitionIn European Conference on Computer Vision workshop (ECCVw), 2012
2011
- Exploiting Photographic Style for Category-Level Image Classification by Generalizing the Spatial PyramidIn International Conference on Multimedia Retrieval (ICMR), 2011
- Interactive decision making using dissimilarity to visually represented prototypesIn International Conference on Visual Analytics Science and Technology (VAST), 2011
2010
- PHDRobust visual scene categorization in contextIn PhD thesis, 2010
- TPAMIVisual word ambiguityIn Transactions of Pattern Analysis and Machine Intelligence (TPAMI), 2010
- CVIUComparing Compact Codebooks for Visual CategorizationIn Computer Vision and Image Understanding (CVIU), 2010
2009
- Episode-constrained cross-validation in video concept retrievalIn IEEE Trans. Multimedia, 2009
2008
- ECCVKernel codebooks for scene categorizationIn European Conference on Computer Vision (ECCV), 2008
- ICIPEmotional valence categorization using holistic image featuresIn International Conference on Image Processing (ICIP), 2008
2007
- Semantic video searchIn Int Conf on Image Analysis and Processing (ICIAP), 2007
2006
- Color invariant object recognition using entropic graphsIn International Journal of Imaging Systems and Technology, 2006
- The influence of cross-validation on video classification performanceIn Proceedings of ACM Multimedia (ACM MM), 2006
- The challenge problem for automated detection of 101 semantic concepts in multimediaIn Proceedings of ACM Multimedia (ACMMM), 2006
- The mediamill large.lexicon concept suggestion engineIn Proceedings of ACM Multimedia (ACMMM), 2006
- CVPRwRobust scene categorization by learning image statistics in contextIn Computer Vision and Pattern Recognition Conference workshop (CVPRw), 2006
- Browsing for the national dutch archiveIn International Symposium on Communications, Control and Signal Processing (ISCCSP), 2006
2005
- Mediamill: Exploring news video archives based on learned semanticsIn Proceedings of ACM Multimedia (ACMMM), 2005
2004
- Spokenquery: An alternate approach to choosing items with speechIn International Conference on Speech and Language Processing (ICSLP), 2004
- A speech-in list-out approach to spoken user interfacesIn Human Language Technology Conference (HLT), 2004
- Accessing video archives using interactive searchIn International Conference on Multimedia and Expo (ICME), 2004
2002
- interactive indexing and retrieval of multimedia contentIn Proceedings of the 29th Annual Conference on Current Trends in Theory and Practice of Informatics (SOFSEM), 2002
- ICPRGenre-based search through biomedical imagesIn International Conference on Pattern Recognition (ICPR), 2002
2000
- Searching for images in biomedical publicationsIn VisIm Workshop (MICCAI), 2000