Tinne Tuytelaars

Orcid: 0000-0003-3307-9723

Affiliations:
  • KU Leuven, ESAT-PSI, Belgium


According to our database1, Tinne Tuytelaars authored at least 333 papers between 1997 and 2024.

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Bibliography

2024
Editorial: Learning With Fewer Labels in Computer Vision.
IEEE Trans. Pattern Anal. Mach. Intell., March, 2024

Learning from Visual Demonstrations through Differentiable Nonlinear MPC for Personalized Autonomous Driving.
CoRR, 2024

Animate Your Motion: Turning Still Images into Dynamic Videos.
CoRR, 2024

Introducing Routing Functions to Vision-Language Parameter-Efficient Fine-Tuning with Low-Rank Bottlenecks.
CoRR, 2024

The Common Stability Mechanism behind most Self-Supervised Learning Approaches.
CoRR, 2024

Exploiting CLIP for Zero-shot HOI Detection Requires Knowledge Distillation at Multiple Levels.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024

Contrastive Learning for Multi-Object Tracking with Transformers.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024

2023
Residual Tuning: Toward Novel Category Discovery Without Labels.
IEEE Trans. Neural Networks Learn. Syst., October, 2023

CLAD: A realistic Continual Learning benchmark for Autonomous Driving.
Neural Networks, April, 2023

Deep Continual Learning (Dagstuhl Seminar 23122).
Dagstuhl Reports, March, 2023

SegBlocks: Block-Based Dynamic Resolution Networks for Real-Time Segmentation.
IEEE Trans. Pattern Anal. Mach. Intell., 2023

On-Device Customization of Tiny Deep Learning Models for Keyword Spotting With Few Examples.
IEEE Micro, 2023

Disentangled Continual Learning: Separating Memory Edits from Model Updates.
CoRR, 2023

Estimating calibration error under label shift without labels.
CoRR, 2023

TeTriRF: Temporal Tri-Plane Radiance Fields for Efficient Free-Viewpoint Video.
CoRR, 2023

NeVRF: Neural Video-based Radiance Fields for Long-duration Sequences.
CoRR, 2023

Continual Learning of Diffusion Models with Generative Distillation.
CoRR, 2023

Continual Learning: Applications and the Road Forward.
CoRR, 2023

Two Complementary Perspectives to Continual Learning: Ask Not Only What to Optimize, But Also How.
CoRR, 2023

CrIBo: Self-Supervised Learning via Cross-Image Object-Level Bootstrapping.
CoRR, 2023

Ref-DVGO: Reflection-Aware Direct Voxel Grid Optimization for an Improved Quality-Efficiency Trade-Off in Reflective Scene Reconstruction.
CoRR, 2023

Visually-Aware Context Modeling for News Image Captioning.
CoRR, 2023

EffSeg: Efficient Fine-Grained Instance Segmentation using Structure-Preserving Sparsity.
CoRR, 2023

Few-Shot Open-Set Learning for On-Device Customization of KeyWord Spotting Systems.
CoRR, 2023

Prediction Error-based Classification for Class-Incremental Learning.
CoRR, 2023

Knowledge Accumulation in Continually Learned Representations and the Issue of Feature Forgetting.
CoRR, 2023

Adaptive Similarity Bootstrapping for Self-Distillation.
CoRR, 2023

Spatial Consistency Loss for Training Multi-Label Classifiers from Single-Label Annotations.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2023

Weakly Supervised Face Naming with Symmetry-Enhanced Contrastive Loss.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2023

Global-Local Self-Distillation for Visual Representation Learning.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2023

SimGlim: Simplifying glimpse based active visual reconstruction.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2023

Barlow constrained optimization for Visual Question Answering.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2023

Revisiting Evaluation Metrics for Semantic Segmentation: Optimization and Evaluation of Fine-grained Intersection over Union.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Continual Learning with Pretrained Backbones by Tuning in the Input Space.
Proceedings of the International Joint Conference on Neural Networks, 2023

Weakly-supervised HOI Detection via Prior-guided Bi-level Representation Learning.
Proceedings of the Eleventh International Conference on Learning Representations, 2023

Continual evaluation for lifelong learning: Identifying the stability gap.
Proceedings of the Eleventh International Conference on Learning Representations, 2023

Deep Learning for Apple Fruit Quality Inspection using X-Ray Imaging.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Multimodal Distillation for Egocentric Action Recognition.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Adaptive Similarity Bootstrapping for Self-Distillation based Representation Learning.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Neural Residual Radiance Fields for Streamably Free-Viewpoint Videos.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

CrOC: Cross-View Online Clustering for Dense Visual Representation Learning.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Unbalanced Optimal Transport: A Unified Framework for Object Detection.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Layout-Aware Dreamer for Embodied Visual Referring Expression Grounding.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022
Three types of incremental learning.
Nat. Mac. Intell., December, 2022

A Continual Learning Survey: Defying Forgetting in Classification Tasks.
IEEE Trans. Pattern Anal. Mach. Intell., 2022

Layout-aware Dreamer for Embodied Referring Expression Grounding.
CoRR, 2022

Evaluation of MPC-based Imitation Learning for Human-like Autonomous Driving.
CoRR, 2022

Students taught by multimodal teachers are superior action recognizers.
CoRR, 2022

FQDet: Fast-converging Query-based Detector.
CoRR, 2022

MPC-based Imitation Learning for Safe and Human-like Autonomous Driving.
CoRR, 2022

Continual Pre-Training Mitigates Forgetting in Language and Vision.
CoRR, 2022

Find a Way Forward: a Language-Guided Semantic Map Navigator.
CoRR, 2022

Inline nondestructive internal disorder detection in pear fruit using explainable deep anomaly detection on X-ray images.
Comput. Electron. Agric., 2022

RARA: Zero-shot Sim2Real Visual Navigation with Following Foreground Cues.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2022

Keep on Learning.
Proceedings of the 11th International Conference on Pattern Recognition Applications and Methods, 2022

Unsupervised Vision-Language Grammar Induction with Shared Structure Modeling.
Proceedings of the Tenth International Conference on Learning Representations, 2022

New Insights on Reducing Abrupt Representation Change in Online Continual Learning.
Proceedings of the Tenth International Conference on Learning Representations, 2022

Generative Negative Text Replay for Continual Vision-Language Pretraining.
Proceedings of the Computer Vision - ECCV 2022, 2022

Re-examining Distillation for Continual Object Detection.
Proceedings of the 33rd British Machine Vision Conference 2022, 2022

Trident Pyramid Networks for Object Detection.
Proceedings of the 33rd British Machine Vision Conference 2022, 2022

Category-Level Pose Retrieval with Contrastive Features Learnt with Occlusion Augmentation.
Proceedings of the 33rd British Machine Vision Conference 2022, 2022

2021
Show me where the action is!
Multim. Tools Appl., 2021

Trident Pyramid Networks: The importance of processing at the feature pyramid level for better object detection.
CoRR, 2021

MinMaxCAM: Improving object coverage for CAM-basedWeakly Supervised Object Localization.
CoRR, 2021

Towards Human-Understandable Visual Explanations: Imperceptible High-frequency Cues Can Better Be Removed.
CoRR, 2021

Reducing Representation Drift in Online Continual Learning.
CoRR, 2021

Avalanche: an End-to-End Library for Continual Learning.
CoRR, 2021

Processor Architecture Optimization for Spatially Dynamic Neural Networks.
Proceedings of the 29th IFIP/IEEE International Conference on Very Large Scale Integration, 2021

Unsupervised Motion Estimation of Vehicles Using ICP.
Proceedings of the IEEE International Conference on Robotics and Automation, 2021

What My Motion tells me about Your Pose: A Self-Supervised Monocular 3D Vehicle Detector.
Proceedings of the IEEE International Conference on Robotics and Automation, 2021

Rehearsal revealed: The limits and merits of revisiting samples in continual learning.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

BlockCopy: High-Resolution Video Processing with Block-Sparse Feature Propagation and Online Policies.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Glimpse-Attend-and-Explore: Self-Attention for Active Visual Exploration.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Continual Prototype Evolution: Learning Online from Non-Stationary Data Streams.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Ternary Feature Masks: Zero-Forgetting for Task-Incremental Learning.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2021


MinMaxCAM: Improving object coverage for CAM-based Weakly Supervised Object Localization.
Proceedings of the 32nd British Machine Vision Conference 2021, 2021

Revisiting spatio-temporal layouts for compositional action recognition.
Proceedings of the 32nd British Machine Vision Conference 2021, 2021

2020
A Deep Multi-Modal Explanation Model for Zero-Shot Learning.
IEEE Trans. Image Process., 2020

$\mathbb {H}$H-Patches: A Benchmark and Evaluation of Handcrafted and Learned Local Descriptors.
IEEE Trans. Pattern Anal. Mach. Intell., 2020

Can the state of relevant neurons in a deep neural networks serve as indicators for detecting adversarial attacks?
CoRR, 2020

Self-Supervised Ranking for Representation Learning.
CoRR, 2020

Multiple Exemplars-based Hallucinationfor Face Super-resolution and Editing.
CoRR, 2020

What My Motion tells me about Your Pose: Self-Supervised Fine-Tuning of Observed Vehicle Orientation Angle.
CoRR, 2020

Automatic Recall Machines: Internal Replay, Continual Learning and the Brain.
CoRR, 2020

Deep-Geometric 6 DoF Localization from a Single Image in Topo-metric Maps.
CoRR, 2020

Ternary Feature Masks: continual learning without any forgetting.
CoRR, 2020

Unpaired Image-To-Image Shape Translation Across Fashion Data.
Proceedings of the IEEE International Conference on Image Processing, 2020

Decoding language spatial relations to 2D spatial arrangements.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2020, 2020

SegBlocks: Towards Block-Based Adaptive Resolution Networks for Fast Segmentation.
Proceedings of the Computer Vision - ECCV 2020 Workshops, 2020

Attend and Segment: Attention Guided Active Semantic Segmentation.
Proceedings of the Computer Vision - ECCV 2020, 2020

Feed-Forward On-Edge Fine-Tuning Using Static Synthetic Gradient Modules.
Proceedings of the Computer Vision - ECCV 2020 Workshops, 2020

Commands 4 Autonomous Vehicles (C4AV) Workshop Summary.
Proceedings of the Computer Vision - ECCV 2020 Workshops, 2020

Real-Time Embedded Computer Vision on UAVs: - UAVision2020 Workshop Summary.
Proceedings of the Computer Vision - ECCV 2020 Workshops, 2020

More Classifiers, Less Forgetting: A Generic Multi-classifier Paradigm for Incremental Learning.
Proceedings of the Computer Vision - ECCV 2020, 2020

Dynamic Convolutions: Exploiting Spatial Sparsity for Faster Inference.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Mixture Dense Regression for Object Detection and Human Pose Estimation.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Unsupervised Model Personalization While Preserving Privacy and Scalability: An Open Problem.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Learning to ground medical text in a 3D human atlas.
Proceedings of the 24th Conference on Computational Natural Language Learning, 2020

A Novel Baseline for Zero-shot Learning via Adversarial Visual-Semantic Embedding.
Proceedings of the 31st British Machine Vision Conference 2020, 2020

On the Exploration of Incremental Learning for Fine-grained Image Retrieval.
Proceedings of the 31st British Machine Vision Conference 2020, 2020

In Defense of LSTMs for Addressing Multiple Instance Learning Problems.
Proceedings of the Computer Vision - ACCV 2020 - 15th Asian Conference on Computer Vision, Kyoto, Japan, November 30, 2020

Multiple Exemplars-Based Hallucination for Face Super-Resolution and Editing.
Proceedings of the Computer Vision - ACCV 2020 - 15th Asian Conference on Computer Vision, Kyoto, Japan, November 30, 2020

MIX'EM: Unsupervised Image Classification Using a Mixture of Embeddings.
Proceedings of the Computer Vision - ACCV 2020 - 15th Asian Conference on Computer Vision, Kyoto, Japan, November 30, 2020

Learning Multi-instance Sub-pixel Point Localization.
Proceedings of the Computer Vision - ACCV 2020 - 15th Asian Conference on Computer Vision, Kyoto, Japan, November 30, 2020

2019
Joint Processing of Language and Visual Data for Better Automated Understanding (Dagstuhl Seminar 19021).
Dagstuhl Reports, 2019

Where to Look Next: Unsupervised Active Visual Exploration on 360° Input.
CoRR, 2019

Continual learning: A comparative study on how to defy forgetting in classification tasks.
CoRR, 2019

An Iterative Approach for Multiple Instance Learning Problems.
CoRR, 2019

Online Continual Learning with Maximally Interfered Retrieval.
CoRR, 2019

Online Continual Learning with Maximal Interfered Retrieval.
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Monocular Depth Estimation in New Environments With Absolute Scale.
Proceedings of the 2019 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2019

Exemplar Guided Unsupervised Image-to-Image Translation with Semantic Consistency.
Proceedings of the 7th International Conference on Learning Representations, 2019

Visual Explanation by Interpretation: Improving Visual Feedback Capabilities of Deep Neural Networks.
Proceedings of the 7th International Conference on Learning Representations, 2019

Selfless Sequential Learning.
Proceedings of the 7th International Conference on Learning Representations, 2019

Towards Object Shape Translation Through Unsupervised Generative Deep Models.
Proceedings of the 2019 IEEE International Conference on Image Processing, 2019

How to Improve CNN-Based 6-DoF Camera Pose Estimation.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision Workshops, 2019

Task-Free Continual Learning.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Interpreting and Explaining Deep Models Visually.
Proceedings of the 31st Benelux Conference on Artificial Intelligence (BNAIC 2019) and the 28th Belgian Dutch Conference on Machine Learning (Benelearn 2019), 2019

A Systematic Analysis of a Context Aware Deep Learning Architecture for Object Detection.
Proceedings of the 31st Benelux Conference on Artificial Intelligence (BNAIC 2019) and the 28th Belgian Dutch Conference on Machine Learning (Benelearn 2019), 2019

A Context Aware Deep Learning Architecture for Object Detection.
Proceedings of the 31st Benelux Conference on Artificial Intelligence (BNAIC 2019) and the 28th Belgian Dutch Conference on Machine Learning (Benelearn 2019), 2019

2018
Reflectance and Natural Illumination from Single-Material Specular Objects Using Deep Learning.
IEEE Trans. Pattern Anal. Mach. Intell., 2018

Vision and Language Integration Meets Multimedia Fusion.
IEEE Multim., 2018

Integrated unpaired appearance-preserving shape translation across domains.
CoRR, 2018

Exemplar Guided Unsupervised Image-to-Image Translation.
CoRR, 2018

Text-Enriched Representations for News Image Classification.
Proceedings of the Companion of the The Web Conference 2018 on The Web Conference 2018, 2018

An Analysis of Human-Centered Geolocation.
Proceedings of the 2018 IEEE Winter Conference on Applications of Computer Vision, 2018

From Pixels to Actions: Learning to Drive a Car with Deep Neural Networks.
Proceedings of the 2018 IEEE Winter Conference on Applications of Computer Vision, 2018

Modeling Temporal Structure with LSTM for Online Action Detection.
Proceedings of the 2018 IEEE Winter Conference on Applications of Computer Vision, 2018

DoShiCo challenge: Domain shift in control prediction.
Proceedings of the 2018 IEEE International Conference on Simulation, 2018

The CAMETRON Lecture Recording System: High Quality Video Recording and Editing with Minimal Human Supervision.
Proceedings of the MultiMedia Modeling - 24th International Conference, 2018

Real-Time Embedded Computer Vision on UAVs - UAVision2018 Workshop Summary.
Proceedings of the Computer Vision - ECCV 2018 Workshops, 2018

Memory Aware Synapses: Learning What (not) to Forget.
Proceedings of the Computer Vision - ECCV 2018, 2018

Error Correction for Dense Semantic Image Labeling.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2018

Exploring the Challenges Towards Lifelong Fact Learning.
Proceedings of the Computer Vision - ACCV 2018, 2018

2017
A Deeper Look at Dataset Bias.
Proceedings of the Domain Adaptation in Computer Vision Applications., 2017

Unsupervised Domain Adaptation Based on Subspace Alignment.
Proceedings of the Domain Adaptation in Computer Vision Applications., 2017

Novel Views of Objects from a Single Image.
IEEE Trans. Pattern Anal. Mach. Intell., 2017

Rank Pooling for Action Recognition.
IEEE Trans. Pattern Anal. Mach. Intell., 2017

Entity linking across vision and language.
Multim. Tools Appl., 2017

Three Ways to Improve the Performance of Real-Life Camera-Based Fall Detection Systems.
J. Sensors, 2017

DeepProposals: Hunting Objects and Actions by Cascading Deep Convolutional Layers.
Int. J. Comput. Vis., 2017

Context-based object viewpoint estimation: A 2D relational approach.
Comput. Vis. Image Underst., 2017

Super-Resolution with Deep Adaptive Image Resampling.
CoRR, 2017

DoShiCo: a Domain Shift Challenge for Control.
CoRR, 2017

Speech-Based Visual Question Answering.
CoRR, 2017

How hard is it to cross the room? - Training (Recurrent) Neural Networks to steer a UAV.
CoRR, 2017

Multidisciplinary Learning through Implementation of the DVB-S2 Standard.
IEEE Commun. Mag., 2017

Pose Guided Person Image Generation.
Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017

CNN-based single image obstacle avoidance on a quadrotor.
Proceedings of the 2017 IEEE International Conference on Robotics and Automation, 2017

Darwintrees for Action Recognition.
Proceedings of the 2017 IEEE International Conference on Computer Vision Workshops, 2017

Encoder Based Lifelong Learning.
Proceedings of the IEEE International Conference on Computer Vision, 2017

What is Around the Camera?
Proceedings of the IEEE International Conference on Computer Vision, 2017

Expert Gate: Lifelong Learning with a Network of Experts.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

Learning to Recognize Animals by Watching Documentaries: Using Subtitles as Weak Supervision.
Proceedings of the Sixth Workshop on Vision and Language, 2017

2016
Example-Based Sketch Segmentation and Labeling Using CRFs.
ACM Trans. Graph., 2016

Scalable Semi-Automatic Annotation for Multi-Camera Person Tracking.
IEEE Trans. Image Process., 2016

Wildlife recognition in nature documentaries with weak supervision from subtitles and external data.
Pattern Recognit. Lett., 2016

Camera-based fall detection using real-world versus simulated data: How far are we from the solution?
J. Ambient Intell. Smart Environ., 2016

Recovering hard-to-find object instances by sampling context-based object proposals.
Comput. Vis. Image Underst., 2016

Unsupervised Domain Adaptation in the Wild: Dealing with Asymmetric Label Sets.
CoRR, 2016

Reasoning about Body-Parts Relations for Sign Language Recognition.
CoRR, 2016

Modeling Visual Compatibility through Hierarchical Mid-level Elements.
CoRR, 2016

Natural Illumination from Multiple Materials Using Deep Learning.
CoRR, 2016

DeLight-Net: Decomposing Reflectance Maps into Specular Materials and Natural Illumination.
CoRR, 2016

Dynamic Filter Networks.
Proceedings of the Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, 2016

Vision and Language Integration Meets Multimedia Fusion: Proceedings of ACM Multimedia 2016 Workshop.
Proceedings of the 2016 ACM Conference on Multimedia Conference, 2016

Active speaker detection with audio-visual co-training.
Proceedings of the 18th ACM International Conference on Multimodal Interaction, 2016

Pose Estimation Errors, the Ultimate Diagnosis.
Proceedings of the Computer Vision - ECCV 2016, 2016

Online Action Detection.
Proceedings of the Computer Vision - ECCV 2016, 2016

Cross-Modal Supervision for Learning Active Speaker Detection in Video.
Proceedings of the Computer Vision - ECCV 2016, 2016

Lightweight Unsupervised Domain Adaptation by Convolutional Filter Reconstruction.
Proceedings of the Computer Vision - ECCV 2016 Workshops, 2016

Deep Reflectance Maps.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

Towards Automatic Image Editing: Learning to See another You.
Proceedings of the British Machine Vision Conference 2016, 2016

Who's that Actor? Automatic Labelling of Actors in TV Series Starting from IMDB Images.
Proceedings of the Computer Vision - ACCV 2016, 2016

2015
Local Image Features.
Proceedings of the Encyclopedia of Biometrics, Second Edition, 2015

Joint cross-domain classification and subspace learning for unsupervised adaptation.
Pattern Recognit. Lett., 2015

An Elastic Deformation Field Model for Object Detection and Tracking.
Int. J. Comput. Vis., 2015

Local Alignments for Fine-Grained Categorization.
Int. J. Comput. Vis., 2015

Location recognition over large time lags.
Comput. Vis. Image Underst., 2015

Mind the Gap: Subspace based Hierarchical Domain Adaptation.
CoRR, 2015

Guiding Long-Short Term Memory for Image Caption Generation.
CoRR, 2015

MidRank: Learning to rank based on subsequences.
CoRR, 2015

Curvature-based Human Body Parts Segmentation in Physiotherapy.
Proceedings of the VISAPP 2015, 2015

Swap Retrieval: Retrieving Images of Cats When the Query Shows a Dog.
Proceedings of the 5th ACM on International Conference on Multimedia Retrieval, 2015

Who's Speaking?: Audio-Supervised Classification of Active Speakers in Video.
Proceedings of the 2015 ACM on International Conference on Multimodal Interaction, Seattle, WA, USA, November 09, 2015

Towards sign language recognition based on body parts relations.
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

Learning Where to Position Parts in 3D.
Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

Guiding the Long-Short Term Memory Model for Image Caption Generation.
Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

DeepProposal: Hunting Objects by Cascading Deep Convolutional Layers.
Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

Active Transfer Learning with Zero-Shot Priors: Reusing Past Datasets for Future Tasks.
Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

Learning to Rank Based on Subsequences.
Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

Continuous Pose Estimation with a Spatial Ensemble of Fisher Regressors.
Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

Fast Head Pose Estimation for Human-Computer Interaction.
Proceedings of the Pattern Recognition and Image Analysis - 7th Iberian Conference, 2015

Camera-based fall detection using a particle filter.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

A Deeper Look at Dataset Bias.
Proceedings of the Pattern Recognition - 37th German Conference, 2015

Dataset fingerprints: Exploring image collections through data mining.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

Modeling video evolution for action recognition.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

Weakly supervised object detection with convex clustering.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

Subspace Alignment Based Domain Adaptation for RCNN Detector.
Proceedings of the British Machine Vision Conference 2015, 2015

Spatio-Temporal Object Recognition.
Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2015

2014
Wide Baseline Matching.
Computer Vision, A Reference Guide, 2014

Sketch classification and classification-driven analysis using Fisher vectors.
ACM Trans. Graph., 2014

There are plenty of places like home: Using relational representations in hierarchies for distance-based image understanding.
Neurocomputing, 2014

Mining Mid-level Features for Image Classification.
Int. J. Comput. Vis., 2014

Boosting masked dominant orientation templates for efficient object detection.
Comput. Vis. Image Underst., 2014

A Testbed for Cross-Dataset Analysis.
CoRR, 2014

Joint cross-domain classification and subspace learning.
CoRR, 2014

Lost in the Past: Recognizing Locations Over Large Time Lags.
CoRR, 2014

Subspace Alignment For Domain Adaptation.
CoRR, 2014

Action in chains: A chains model for action localization and classification.
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2014

Towards cautious collective inference for object verification.
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2014

Coupling video segmentation and action recognition.
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2014

AXES @ TRECVID 2014: Instance Search.
Proceedings of the 2014 TREC Video Retrieval Evaluation, 2014

Learning Like a Toddler: Watching Television Series to Learn Vocabulary from Images and Audio.
Proceedings of the ACM International Conference on Multimedia, MM '14, Orlando, FL, USA, November 03, 2014

The Combinator: Optimal Combination of Multiple Pedestrian Detectors.
Proceedings of the 22nd International Conference on Pattern Recognition, 2014

Dense interest features for video processing.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

Color features for dating historical color images.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

A Testbed for Cross-Dataset Analysis.
Proceedings of the Computer Vision - ECCV 2014 Workshops, 2014

Image-Based Synthesis and Re-synthesis of Viewpoints Guided by 3D Models.
Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014

Using a Deformation Field Model for Localizing Faces and Facial Points under Weak Supervision.
Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014

Object Classification with Adaptable Regions.
Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014

All together now: Simultaneous Detection and Continuous Pose Estimation using a Hough Forest with Probabilistic Locally Enhanced Voting.
Proceedings of the British Machine Vision Conference, 2014

Scene-driven Cues for Viewpoint Classification for Elongated Object Classes.
Proceedings of the British Machine Vision Conference, 2014

Is 2D Information Enough For Viewpoint Estimation?.
Proceedings of the British Machine Vision Conference, 2014

Weakly Supervised Detection with Posterior Regularization.
Proceedings of the British Machine Vision Conference, 2014

A Scalable 3D HOG Model for Fast Object Detection and Viewpoint Estimation.
Proceedings of the 2nd International Conference on 3D Vision, 2014

2013
Finding a needle in a haystack: an interactive video archive explorer for professional video searchers.
Multim. Tools Appl., 2013

Naming persons in video: Using the weak supervision of textual stories.
J. Vis. Commun. Image Represent., 2013

A relational kernel-based approach to scene classification.
Proceedings of the 2013 IEEE Workshop on Applications of Computer Vision, 2013


Multi RGB-D camera setup for generating large 3D point clouds.
Proceedings of the 2013 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2013

Discriminatively Trained Templates for 3D Object Detection: A Real Time Scalable Approach.
Proceedings of the IEEE International Conference on Computer Vision, 2013

Fine-Grained Categorization by Alignments.
Proceedings of the IEEE International Conference on Computer Vision, 2013

Mining Multiple Queries for Image Retrieval: On-the-Fly Learning of an Object-Specific Mid-level Representation.
Proceedings of the IEEE International Conference on Computer Vision, 2013

Unsupervised Visual Domain Adaptation Using Subspace Alignment.
Proceedings of the IEEE International Conference on Computer Vision, 2013

Allocentric Pose Estimation.
Proceedings of the IEEE International Conference on Computer Vision, 2013

Pedestrian Detection at Warp Speed: Exceeding 500 Detections per Second.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2013

Seeking the Strongest Rigid Detector.
Proceedings of the 2013 IEEE Conference on Computer Vision and Pattern Recognition, 2013

2012
Efficient multi-camera vehicle detection, tracking, and identification in a tunnel surveillance application.
Comput. Vis. Image Underst., 2012

Content-based analysis for accessing audiovisual archives: Alternatives for concept-based indexing and search.
Proceedings of the 13th International Workshop on Image Analysis for Multimedia Interactive Services, 2012

Codebook-free exemplar models for object detection.
Proceedings of the 13th International Workshop on Image Analysis for Multimedia Interactive Services, 2012


A Relational Kernel-Based Framework for Hierarchical Image Understanding.
Proceedings of the Structural, Syntactic, and Statistical Pattern Recognition, 2012

A Relational Distance-based Framework for Hierarchical Image Understanding.
Proceedings of the ICPRAM 2012, 2012

Integrating video and accelerometer signals for nocturnal epileptic seizure detection.
Proceedings of the International Conference on Multimodal Interaction, 2012

A Warping Window Approach to Real-time Vision-based Pedestrian Detection in a Truck's Blind Spot Zone.
Proceedings of the ICINCO 2012 - Proceedings of the 9th International Conference on Informatics in Control, Automation and Robotics, Volume 2, Rome, Italy, 28, 2012

Using spatio-temporal interest points (STIP) for myoclonic jerk detection in nocturnal video.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

Effective Use of Frequent Itemset Mining for Image Classification.
Proceedings of the Computer Vision - ECCV 2012, 2012

Video object proposals.
Proceedings of the 2012 IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops, 2012

Automatic Video Detection of Nocturnal Epileptic Movement based on Motion Tracks.
Proceedings of the BIOSIGNALS 2012, 2012

Naive Bayes Image Classification: Beyond Nearest Neighbors.
Proceedings of the Computer Vision - ACCV 2012, 2012

The Pooled NBNN Kernel: Beyond Image-to-Class and Image-to-Image.
Proceedings of the Computer Vision - ACCV 2012, 2012

2011
Naming People in News Videos with Label Propagation.
IEEE Multim., 2011

Towards a more discriminative and semantic visual vocabulary.
Comput. Vis. Image Underst., 2011

Camera-Based Fall Detection on Real World Data.
Proceedings of the Outdoor and Large-Scale Real-World Scene Analysis - 15th International Workshop on Theoretical Foundations of Computer Vision, Dagstuhl Castle, Germany, June 26, 2011

Towards an Automatic Blind Spot Camera: Robust Real-time Pedestrian Tracking from a Moving Camera.
Proceedings of the IAPR Conference on Machine Vision Applications (IAPR MVA 2011), 2011

Camera Based Fall Detection Using Multiple Features Validated with Real Life Video.
Proceedings of the Workshop Proceedings of the 7th International Conference on Intelligent Environments, 2011

Deformable part models revisited: A performance evaluation for object category pose estimation.
Proceedings of the IEEE International Conference on Computer Vision Workshops, 2011

The NBNN kernel.
Proceedings of the IEEE International Conference on Computer Vision, 2011

Non-Overlapping Multi-camera Detection and Tracking of Vehicles in Tunnel Surveillance.
Proceedings of the 2011 International Conference on Digital Image Computing: Techniques and Applications (DICTA), 2011

Efficient multi-camera detection, tracking, and identification using a shared set of haar-features.
Proceedings of the 24th IEEE Conference on Computer Vision and Pattern Recognition, 2011

Automatic Occlusion Removal from Facades for 3D Urban Reconstruction.
Proceedings of the Advances Concepts for Intelligent Vision Systems, 2011

2010
Cross-Media Alignment of Names and Faces.
IEEE Trans. Multim., 2010

Kernelized Sorting.
IEEE Trans. Pattern Anal. Mach. Intell., 2010

Unsupervised Object Discovery: A Comparison.
Int. J. Comput. Vis., 2010

Weakly supervised person naming in news video.
Proceedings of the Recherche d'Information Assistée par Ordinateur, 2010

Beyond 2D-grids: a dependence maximization view on image browsing.
Proceedings of the 11th ACM SIGMM International Conference on Multimedia Information Retrieval, 2010

Not Far Away from Home: A Relational Distance-Based Approach to Understanding Images of Houses.
Proceedings of the Inductive Logic Programming - 20th International Conference, 2010

Naming persons in news video with label propagation.
Proceedings of the 2010 IEEE International Conference on Multimedia and Expo, 2010

Dense interest points.
Proceedings of the Twenty-Third IEEE Conference on Computer Vision and Pattern Recognition, 2010

Automatic annotation of unique locations from video and text.
Proceedings of the British Machine Vision Conference, 2010

2009
Local Image Features.
Proceedings of the Encyclopedia of Biometrics, 2009

Using Multi-view Recognition and Meta-data Annotation to Guide a Robot's Attention.
Int. J. Robotics Res., 2009

Shape-from-recognition: Recognition enables meta-data transfer.
Comput. Vis. Image Underst., 2009

Special issue on 3D representation for object and scene recognition.
Comput. Vis. Image Underst., 2009

Exploring Scale-Induced Feature Hierarchies in Natural Images.
Proceedings of the International Conference on Machine Learning and Applications, 2009

Class Representative Visual Words for Category-Level Object Recognition.
Proceedings of the Pattern Recognition and Image Analysis, 4th Iberian Conference, 2009

Exemplar-based Action Recognition in Video.
Proceedings of the British Machine Vision Conference, 2009

2008
Speeded-Up Robust Features (SURF).
Comput. Vis. Image Underst., 2008

Using Recognition to Guide a Robot's Attention.
Proceedings of the Robotics: Science and Systems IV, 2008

Spatio-temporal features for robust content-based video copy detection.
Proceedings of the 1st ACM SIGMM International Conference on Multimedia Information Retrieval, 2008

An Efficient Dense and Scale-Invariant Spatio-Temporal Interest Point Detector.
Proceedings of the Computer Vision, 2008

2007
7<sup>th</sup> Dutch-Belgian Information Retrieval Workshop March 28--29, 2007 Katholieke Universiteit Leuven, Belgium.
SIGIR Forum, 2007

From omnidirectional images to hierarchical localization.
Robotics Auton. Syst., 2007

A Thousand Words in a Scene.
IEEE Trans. Pattern Anal. Mach. Intell., 2007

Omnidirectional Vision Based Topological Navigation.
Int. J. Comput. Vis., 2007

Range determination for mobile robots using an omnidirectional camera.
Integr. Comput. Aided Eng., 2007

Local Invariant Feature Detectors: A Survey.
Found. Trends Comput. Graph. Vis., 2007

Vector Quantizing Feature Space with a Regular Lattice.
Proceedings of the IEEE 11th International Conference on Computer Vision, 2007

Depth-From-Recognition: Inferring Meta-data by Cognitive Feedback.
Proceedings of the IEEE 11th International Conference on Computer Vision, 2007

2006
Simultaneous Object Recognition and Segmentation from Single or Multiple Model Views.
Int. J. Comput. Vis., 2006

Multimedia Content Processing and Retrieval in the REVEAL THIS Setting.
Proceedings of the Poster and Demo Proceedings of the 1st International Conference on Semantic and Digital Media Technologies, 2006

Localization with Omnidirectional Images using the Radial Trifocal Tensor.
Proceedings of the 2006 IEEE International Conference on Robotics and Automation, 2006

Range determination for mobile robots using one omnidirectional camera.
Proceedings of the ICINCO 2006, 2006

Visual topological map building in self-similar environments.
Proceedings of the ICINCO 2006, 2006

Object Detection by Contour Segment Networks.
Proceedings of the Computer Vision, 2006

SURF: Speeded Up Robust Features.
Proceedings of the Computer Vision, 2006

Towards Multi-View Object Class Detection.
Proceedings of the 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2006), 2006

Simultaneous Object Recognition and Segmentation by Image Exploration.
Proceedings of the Toward Category-Level Object Recognition, 2006

2005
A Comparison of Affine Region Detectors.
Int. J. Comput. Vis., 2005

Feature based omnidirectional sparse visual path following.
Proceedings of the 2005 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2005

Modeling Scenes with Local Descriptors and Latent Aspects.
Proceedings of the 10th IEEE International Conference on Computer Vision (ICCV 2005), 2005

Is structure needed for omnidirectional visual homing?
Proceedings of the CIRA 2005, 2005

2004
Vision Based Intelligent Wheel Chair Control: The Role of Vision and Inertial Sensing in Topological Navigation.
J. Field Robotics, 2004

Matching Widely Separated Views Based on Affine Invariant Regions.
Int. J. Comput. Vis., 2004

Moment invariants for recognition under changing viewpoint and illumination.
Comput. Vis. Image Underst., 2004

A Shape Based, Viewpoint Invariant Local Descriptor.
Proceedings of the Machine Learning for Multimodal Interaction, 2004

Retrieving objects from videos based on affine regions.
Proceedings of the 2004 12th European Signal Processing Conference, 2004

Synchronizing Video Sequences.
Proceedings of the 2004 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2004), with CD-ROM, 27 June, 2004

Fitting Superellipses to Incomplete Contours.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2004

Fast Wide Baseline Matching for Visual Navigation.
Proceedings of the 2004 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2004), with CD-ROM, 27 June, 2004

Integrating Multiple Model Views for Object Recognition.
Proceedings of the 2004 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2004), with CD-ROM, 27 June, 2004

2003
Noncombinatorial Detection of Regular Repetitions under Perspective Skew.
IEEE Trans. Pattern Anal. Mach. Intell., 2003

Fast indexing for image retrieval based on local appearance with re-ranking.
Proceedings of the 2003 International Conference on Image Processing, 2003

Dense Matching of Multiple Wide-baseline Views.
Proceedings of the 9th IEEE International Conference on Computer Vision (ICCV 2003), 2003

Wide-baseline Multiple-view Correspondences.
Proceedings of the 2003 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2003), 2003

HPAT Indexing for Fast Object/Scene Recognition Based on Local Appearance.
Proceedings of the Image and Video Retrieval, Second International Conference, 2003

2002
Modeling shapes and textures from images: new frontiers.
Proceedings of the 1st International Symposium on 3D Data Processing Visualization and Transmission (3DPVT 2002), 2002

2001
Markerless Augmented Reality with a Real-Time Affine Region Tracker.
Proceedings of the 4th International Symposium on Augmented Reality (ISAR 2001), 2001

Grouping via the Matching of Repeated Patterns.
Proceedings of the Advances in Pattern Recognition, 2001

Efficient Grouping under Perspective Skew.
Proceedings of the 2001 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2001), 2001

Real-time affine region tracking and coplanar grouping.
Proceedings of the 2001 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2001), 2001

2000
On Satellite Vision-Aided Robotics Experiment.
Proceedings of the 2000 IEEE International Conference on Robotics and Automation, 2000

Automatic Object Recognition as Part of an Integrated Supervisory Control System.
Proceedings of the 2000 IEEE International Conference on Robotics and Automation, 2000

Wide Baseline Stereo Matching based on Local, Affinely Invariant Regions.
Proceedings of the British Machine Vision Conference 2000, 2000

1999
Content-Based Image Retrieval Based on Local Affinely Invariant Regions.
Proceedings of the Visual Information and Information Systems, 1999

Matching of Affinely Invariant Regions for Visual Servoing.
Proceedings of the 1999 IEEE International Conference on Robotics and Automation, 1999

Local Features for Image Retrieval.
Proceedings of the State-of-the-Art in Content-Based Image and Video Retrieval [Dagstuhl Seminar, 1999

Adventurous Tourism for Couch Potatoes.
Proceedings of the Computer Analysis of Images and Patterns, 8th International Conference, 1999

1998
A Cascaded Hough Transform as an Aid in Aerial Image Interpretation.
Proceedings of the Sixth International Conference on Computer Vision (ICCV-98), 1998

1997
The Cascaded Hough Transforms.
Proceedings of the Proceedings 1997 International Conference on Image Processing, 1997

The Cascaded Hough Transform as Support for Grouping and Finding Vanishing Points and Lines.
Proceedings of the Algebraic Frames for the Perception-Action Cycle, 1997


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