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Professor Ioannis Patras, BSc MSc ,PhD SMIEEE

Ioannis

Professor of Computer Vision and Human Sensing

Email: i.patras@qmul.ac.uk
Telephone: +44 20 7882 7523
Room Number: Engineering, Eng 211
Website: http://www.eecs.qmul.ac.uk/~ioannisp
Office Hours: Tuesday 14:15-16:15

Teaching

Data Mining (Undergraduate/Postgraduate)

Data that has relevance for decision-making is accumulating at an incredible rate due to a host of technological advances. Electronic data capture has become inexpensive and ubiquitous as a by-product of innovations such as the Internet, e-commerce, electronic banking, point-of-sale devices, bar-code readers, and electronic patient records. Data mining is a rapidly growing field that is concerned with developing techniques to assist decision-makers to make intelligent use of these repositories. The field of data mining has evolved from the disciplines of statistics and artificial intelligence. This module will combine practical exploration of data mining techniques with a exploration of algorithms, including their limitations. Students taking this module should have an elementary understanding of probability concepts and some experience of programming.

Machine Learning (Undergraduate/Postgraduate)

The aim of the module is to give students an understanding of machine learning methods, including pattern recognition, clustering and neural networks, and to allow them to apply such methods in a range of areas.

Machine Learning for Visual Data Analysis (Undergraduate/Postgraduate)

The module will cover the following topics: The Discrete Fourier Transform and the frequency content of images. The design and use of Gabor filters. Principal Component Analysis for denoising and compression. Unsupervised classification via feature space clustering. Texture segmentation with Gabor filters.

Research

Research Interests:

My research experience lies mainly in the areas of Computer Vision, Image Processing and Pattern Recognition, and their applications in Multimedia Analysis, Visual Communications and Multimodal Man Machine Interaction. My recent research focuses on Human Sensining and Facial And Body Gesture Analysis, Tracking and Recognition.

Keywords: Face and Gesture Recognition, Tracking, Facial (Expression) Analysis, Human Motion Recognition, Behaviour Analysis, Human Sensing, EEG Analysis, Multimedia Indexing.

Publications

  • Jang Y, Gunes H, Patras I (2018). SmileNet: Registration-Free Smiling Face Detection in the Wild. nameOfConference
  • Palasek P, Patras I (2018). Semi-supervised Fisher vector network.. nameOfConference
  • Moumtzidou A, Andreadis S, Markatopoulou F et al. (2018). Verge in VBS 2018. nameOfConference
  • MARRAS I, PALASEK P, PATRAS I (2017). Deep globally constrained MRFs for Human Pose Estimation. IEEE International Conference on Computer Vision (ICCV)
  • TZELEPIS C, PATRAS, MEZARIS, V (2017). Linear Maximum Margin Classifier for Learning from Uncertain Data. nameOfConference
  • KORDOPATIS-ZILOS G, Papadopoulos S, PATRAS I et al. (2017). Near-Duplicate Video Retrieval with Deep Metric Learning. Web-scale Vision and Social Media (VSM), ICCV 2017
  • Tao Y, Palasek P, Ling Z et al. (2017). Background modelling based on generative unet. nameOfConference
  • Marras I, Palasek P, Patras I (2017). Deep Refinement Convolutional Networks for Human Pose Estimation. nameOfConference
  • Bishay M, Patras I (2017). Fusing Multilabel Deep Networks for Facial Action Unit Detection. nameOfConference
  • Mou W, Tzelepis C, Mezaris V et al. (2017). Generic to Specific Recognition Models for Membership Analysis in Group Videos. nameOfConference
  • Galanopoulos D, Markatopoulou F, Mezaris V et al. (2017). Concept language models and event-based concept number selection for zero-example event detection. nameOfConference
  • Markatopoulou F, Galanopoulos D, Mezaris V et al. (2017). Query and keyframe representations for ad-hoc video search. nameOfConference
  • Collyda C, Apostolidis E, Pournaras A et al. (2017). VideoAnalysis4ALL: An on-line tool for the automatic fragmentation and concept-based annotation, and the interactive exploration of videos. nameOfConference
  • Kuranuki Y, Patras I (2017). Minimal filtered channel features for pedestrian detection. nameOfConference
  • Correa JAM, Abadi MK, Sebe N et al. (2017). AMIGOS: A dataset for Mood, personality and affect research on Individuals and GrOupS.. nameOfConference
  • Pittaras N, Markatopoulou F, Mezaris V et al. (2017). Comparison of fine-tuning and extension strategies for deep convolutional neural networks. nameOfConference
  • Palasek P, Patras I (2017). Discriminative convolutional Fisher vector network for action recognition.. nameOfConference
  • Vrochidis S, Patras I, Kompatsiaris I (2017). Gaze movement-driven random forests for query clustering in automatic video annotation. nameOfConference
  • KORDOPATIS-ZILOS G, Papadopoulos S, Patras I et al. (2017). Near-Duplicate Video Retrieval by Aggregating Intermediate CNN Layers. International Conference on Multimedia Modeling
  • Moumtzidou A, Mironidis T, Markatopoulou F et al. (2017). VERGE in VBS 2017. nameOfConference
  • Mou W, Gunes H, Patras I (2016). Automatic Recognition of Emotions and Membership in Group Videos. nameOfConference
  • Mou W, Gunes H, Patras I (2016). Alone versus in-a-group: A comparative analysis of facial affect recognition. nameOfConference
  • Markatopoulou F, Mezaris V, Patras I (2016). Deep multi-task learning with label correlation constraint for video concept detection. nameOfConference
  • AHMADI A, Patras I (2016). UNSUPERVISED CONVOLUTIONAL NEURAL NETWORKS FOR MOTION ESTIMATION. Image Processing (ICIP), 2016 IEEE International Conference on
  • Markatopoulou F, Mezaris V, Patras I (2016). Online multi-task learning for semantic concept detection in video. nameOfConference
  • Ahmadi A, Patras I (2016). Unsupervised convolutional neural networks for motion estimation. nameOfConference
  • Tzelepis C, Mavridaki E, Mezaris V et al. (2016). Video aesthetic quality assessment using kernel Support Vector Machine with isotropic Gaussian sample uncertainty (KSVM-IGSU). nameOfConference
  • Stefic D, Patras I (2016). Action recognition using saliency learned from recorded human gaze. nameOfConference
  • Palasek P, Patras I (2016). Action recognition using convolutional restricted boltzmann machines. nameOfConference
  • Wang L, Patras I, Zhang J et al. (2016). Special Issue on Individual and Group Activities in Video Event Analysis. nameOfConference
  • Tzelepis C, Galanopoulos D, Mezaris V et al. (2016). Learning to detect video events from zero or very few video examples.. nameOfConference
  • Markatopoulou F, Mezaris V, Patras I (2016). Ordering of visual descriptors in a classifier cascade towards improved video concept detection. nameOfConference
  • Moumtzidou A, Mironidis T, Apostolidis E et al. (2016). Verge: A multimodal interactive search engine for video browsing and retrieval. nameOfConference
  • Tzelepis C, Mezaris V, Patras I (2016). Video event detection using kernel support vector machine with isotropic gaussian sample uncertainty (KSVM-iGSU). nameOfConference
  • Markatopoulou F, Mezaris V, Patras I (2015). Cascade of classifiers based on binary, non-binary and deep convolutional network descriptors for video concept detection. nameOfConference
  • Chen M, Han J, Guo L et al. (2015). Identifying valence and arousal levels via connectivity between EEG channels. nameOfConference
  • Kalpakis G, Tsikrika T, Markatopoulou F et al. (2015). Concept detection in multimedia web resources about home made explosives. nameOfConference
  • Yang H, Patras I (2015). Mirror, mirror on the wall, tell me, is the error small?. nameOfConference
  • Tzelepis C, Galanopoulos D, Mezaris V et al. (2015). Learning to detect video events from zero or very few video examples. nameOfConference
  • Yang H, Jia X, Patras I et al. (2015). Random Subspace Supervised Descent Method for Regression Problems in Computer Vision. nameOfConference
  • Yang H, Patras I (2015). Privileged Information-Based Conditional Structured Output Regression Forest for Facial Point Detection. nameOfConference
  • Heng Yang, Xuming He, Xuhui Jia et al. (2015). Robust face alignment under occlusion via regional predictive power estimation.. nameOfConference
  • Palasek P, Yang H, Xu Z et al. (2015). A flexible calibration method of multiple Kinects for 3D human reconstruction. nameOfConference
  • Abadi MK, Correa JAM, Wache J et al. (2015). Inference of personality traits and affect schedule by analysis of spontaneous reactions to affective videos. nameOfConference
  • Abadi MK, Subramanian R, Kia SM et al. (2015). DECAF: MEG-Based Multimodal Database for Decoding Affective Physiological Responses. nameOfConference
  • Yang H, Patras I (2015). Fine-tuning regression forests votes for object alignment in the wild.. nameOfConference
  • Markatopoulou F, Pittaras N, Papadopoulou O et al. (2015). A study on the use of a binary local descriptor and color extensions of local descriptors for video concept detection. nameOfConference
  • Yang H, Zou C, Patras I (2015). Cascade of forests for face alignment. nameOfConference
  • Yang H, Mou W, Zhang Y et al. (2015). Face Alignment Assisted by Head Pose Estimation.. nameOfConference
  • Patras I (2015). Face Pose Analysis.. nameOfConference
  • Abadi MK, Correa JAM, Wache J et al. (2015). Inference of Personality Traits and Affect Schedule by Analysis of Spontaneous Reactions to Affective Videos. nameOfConference
  • Markatopoulou F, Mezaris V, Pittaras N et al. (2015). Local Features and a Two-Layer Stacking Architecture for Semantic Concept Detection in Video. nameOfConference
  • Yang H, Patras I (2015). Mirror, mirror on the wall, tell me, is the error small?. nameOfConference
  • Patras MV, B¿nacu CS, Popescu AM et al. (2015). The effect of limiting the right of appeal on the quality of the public procurement management system: Case study of Romania. nameOfConference
  • Moumtzidou A, Avgerinakis K, Apostolidis E et al. (2015). VERGE: A multimodal interactive video search engine. nameOfConference
  • Stefic D, Patras I (2014). Learning visual saliency using topographic independent component analysis. nameOfConference
  • Yang H, Zou C, Patras I (2014). Face sketch landmarks localization in the wild. nameOfConference
  • Stefic D, Patras I (2014). Learning visual saliency using topographic independent component analysis. nameOfConference
  • Kaymak S, Patras I (2014). Multimodal random forest based tensor regression. nameOfConference
  • Burelli P, Triantafyllidis G, Patras I (2014). Non-invasive player experience estimation from body motion and game context. nameOfConference
  • Jia X, Yang H, Chan K-P et al. (2014). Structured Semi-supervised Forest for Facial Landmarks Localization with Face Mask Reasoning.. nameOfConference
  • Guo W, Hu W, Boulgouris NV et al. (2013). Semi-supervised visual recognition with constrained graph regularized non negative matrix factorization. nameOfConference
  • Vijay Kumar BG, Patras I (2013). Supervised dictionary learning for action localization. nameOfConference
  • Nikolopoulos S, Zafeiriou S, Patras I et al. (2013). High order pLSA for indexing tagged images. nameOfConference
  • Rudovic O, Pantic M, Patras IY (2013). Coupled Gaussian Processes for Pose-Invariant Facial Expression Recognition. nameOfConference
  • Kaymak S, Patras I (2013). Exploiting depth and intensity information for head pose estimation with random forests and tensor models. nameOfConference
  • Kotsia I, Patras I (2013). Exploring the similarities of neighboring spatiotemporal points for action pair matching. nameOfConference
  • Koelstra S, Patras I (2013). Fusion of facial expressions and EEG for implicit affective tagging. nameOfConference
  • Yang H, Patras I (2013). Privileged information-based Conditional Regression Forests for Facial Feature Detection. nameOfConference
  • Yang H, Patras I (2013). Sieving regression forest votes for facial feature detection in the wild. nameOfConference
  • Kotsia I, Guo W, Patras I (2012). Higher rank support tensor machines for visual recognition. nameOfConference
  • Kotsia I, Guo W, Patras I (2012). Higher rank support tensor machines. nameOfConference
  • Vrochidis S, Patras I, Kompatsiaris I (2012). Exploiting gaze movements for automatic video annotation. nameOfConference
  • Kumar BGV, Patras I (2012). Learning codebook weights for action detection. nameOfConference
  • Chatzilari E, Nikolopoulos S, Patras I et al. (2012). Leveraging social media for scalable object detection. nameOfConference
  • Kotsia I, Patras I, Fotopoulos S (2012). Affective gaming: Beyond using sensors. nameOfConference
  • Nikolopoulos S, Papadopoulos GT, Kompatsiaris I et al. (2012). Image interpretation by combining ontologies and Bayesian networks. nameOfConference
  • Kumar BGV, Kotsia I, Patras I (2012). Max-margin Non-negative Matrix Factorization. nameOfConference
  • Guo W, Kotsia I, Patras I (2012). Tensor learning for regression.. nameOfConference
  • Yang H, Liu X, Patras I (2012). A Simple and Effective Extrinsic Calibration Method of a Camera and a Single Line Scanning Lidar. ICPR 2012
  • Yang H, Zhang Y, Liu X et al. (2012). Coupled 3D Tracking and Pose Optimization of Rigid Objects Using Particle Filter. ICPR 2012
  • Koelstra S, Muhl C, Soleymani M et al. (2012). DEAP: A Database for Emotion Analysis Using Physiological Signals. nameOfConference
  • Yang H, Patras I (2012). Face Parts Localization Using Structured-output Regression Forests. ACCV 2012
  • Kotsia I, Patras I, IEEE (2012). SUPPORT TENSOR ACTION SPOTTING. nameOfConference
  • Oveisi F, Oveisi S, Efranian A et al. (2012). Tree-Structured Feature Extraction Using Mutual Information. nameOfConference
  • Nikolopoulos S, Papadopoulos GT, Kompatsiaris I et al. (2011). Evidence-driven image interpretation by combining implicit and explicit knowledge in a Bayesian network.. nameOfConference
  • Vrochidis S, Patras I, Kompatsiaris I (2011). An eye-tracking-based approach to facilitate interactive video search. nameOfConference
  • Vrochidis S, Kompatsiaris I, Patras I (2011). Utilizing implicit user feedback to improve interactive video retrieval. nameOfConference
  • Soleymani M, Koelstra S, Patras I et al. (2011). Continuous emotion detection in response to music videos. nameOfConference
  • Oikonomopoulos A, Patras I, Pantic M (2011). Spatiotemporal localization and categorization of human actions in unsegmented image sequences.. nameOfConference
  • Chatzilari E, Nikolopoulos S, Patras I et al. (2011). Enhancing computer vision using the collective intelligence of social media. nameOfConference
  • Nikolopoulos S, Giannakidou E, Kompatsiaris I et al. (2011). Combining Multi-modal Features for Social Media Analysis.. nameOfConference
  • Guo W, Kotsia I, Patras I (2011). Higher order Support tensor regression for head pose estimation. nameOfConference
  • Moumtzidou A, Sidiropoulos P, Vrochidis S et al. (2011). ITI-CERTH participation to TRECVID 2011. nameOfConference
  • Vijay Kumar BG, Kotsia I, Patras I (2011). Max-margin semi-NMF. nameOfConference
  • Kotsia I, Patras I (2011). Support Tucker Machines. nameOfConference
  • Oikonomopoulos A, Patras I, Pantic M (2010). Discriminative space-time voting for joint recognition and localization of actions. nameOfConference
  • Kotsia I, Patras I (2010). Multiplicative update rules for multilinear support tensor machines. nameOfConference
  • Rudovic O, Patras I, Pantic M (2010). Regression-based multi-view facial expression recognition. nameOfConference
  • Rudovic O, Patras I, Pantic M (2010). Coupled Gaussian process regression for pose-invariant facial expression recognition. nameOfConference
  • Koelstra S, Pantic M, Patras I (2010). A Dynamic Texture-Based Approach to Recognition of Facial Actions and Their Temporal Models. nameOfConference
  • Rudovic O, Patras I, Pantic M (2010). Facial expression invariant head pose normalization using Gaussian Process Regression. nameOfConference
  • Passino G, Patras I, Izquierdo E (2010). Aspect coherence for graph-based semantic image labelling. nameOfConference
  • Patras I, Hancock ER (2010). Coupled Prediction Classification for Robust Visual Tracking. nameOfConference
  • Vrochidis S, Kompatsiaris I, Patras I (2010). Optimizing visual search with implicit user feedback in interactive video retrieval. nameOfConference
  • Kotsia I, Patras I (2010). Relative Margin Support Tensor Machines for gait and action recognition. nameOfConference
  • Passino G, Patras I, Izquierdo E (2010). Pyramidal Model for Image Semantic Segmentation. ICPR 2010
  • Kumar B G V, Patras I (2010). A discriminative voting scheme for object detection using hough forests. nameOfConference
  • Rudovic O, Patras I, Pantic M (2010). Coupled Gaussian Process Regression for Pose-Invariant Facial Expression Recognition. nameOfConference
  • Vrochidis S, Kompatsiaris I, Patras I (2010). Exploiting implicit user feedback in interactive video retrieval.. nameOfConference
  • Guo W, Patras I (2010). Learning output-kernel-dependent regression for human pose estimation. nameOfConference
  • Koelstra S, Yazdani A, Soleymani M et al. (2010). Single Trial Classification of EEG and Peripheral Physiological Signals for Recognition of Emotions Induced by Music Videos. nameOfConference
  • Guo W, Patras I (2009). Discriminative 3D human pose estimation from monocular images via topological preserving hierarchical affinity clustering. nameOfConference
  • Koelstra S, Mühl C, Patras I (2009). EEG analysis for implicit tagging of video data. nameOfConference
  • Oikonomopoulos A, Patras I, Pantic M (2009). An implicit spatiotemporal shape model for human activity localization and recognition. nameOfConference
  • Oikonomopoulos A, Pantic M, Patras I (2009). Sparse B-spline polynomial descriptors for human activity recognition. nameOfConference
  • Passino G, Patras I, Izquierdo E (2009). Latent Semantics Local Distribution for CRF-based Image Semantic Segmentation. BMVC 2009
  • Passino G, Piatrik T, Patras I et al. (2009). A Multimedia Content Semantics Extraction Framework for Enhanced Social Interaction. EuroITV 2009
  • Nikolopoulos S, Papadopoulos GT, Kompatsiaris I et al. (2009). An Evidence-Driven Probabilistic Inference Framework for Semantic Image Understanding. nameOfConference
  • Oikonomopoulos A, Patras I, Pantic M (2009). An Implicit Spatiotemporal Shape Model for Human Activity Localization and Recognition. nameOfConference
  • Oikonomopoulos A, Patras I, Pantic M (2009). An implicit spatiotemporal shape model for human activity localization and recognition.. nameOfConference
  • Passino G, Patras I, Izquierdo E (2009). CONTEXT AWARENESS IN GRAPH-BASED IMAGE SEMANTIC SEGMENTATION VIA VISUAL WORD DISTRIBUTIONS. nameOfConference
  • Patras I (2009). Face Pose Analysis.. nameOfConference
  • Koelstra S, Patras I (2009). THE FAST-3D SPATIO-TEMPORAL INTEREST REGION DETECTOR. nameOfConference
  • Oikonomopoulos A, Pantic M, Patras I (2008). Human Gesture Recognition using Sparse B-spline Polynomial Representations. nameOfConference
  • Andreopoulos Y, Patras I (2008). Incremental refinement of image salient-point detection.. nameOfConference
  • Passino G, Patras I, Izquierdo E (2008). Aspect Coherence for Graph-Based Image Labelling. VIE 2008
  • Oikonomopoulos A, Pantic M, Patras I (2008). B-spline Polynomial Descriptors for Human Activity Recognition. nameOfConference
  • Oikonomopoulos A, Pantic M, Patras I (2008). B-spline polynomial descriptors for human activity recognition.. nameOfConference
  • Patras I, Andreopoulos Y (2008). Incremental salient point detection. nameOfConference
  • Passino G, Patras I, Izquierdo E (2008). ON THE ROLE OF STRUCTURE IN PART-BASED OBJECT DETECTION. nameOfConference
  • PATRAS I, Lagendijk RL, Hendriks EA (2007). Bayesian Confidence Measures for Block-based Motion Estimation. nameOfConference
  • Patras I, Hendriks EA, Lagendijk RL (2007). Probabilistic confidence measures for block matching motion estimation. nameOfConference
  • PATRAS I, Hancock ER (2007). Regression-ased Template Tracking in Presence of Occlusions. International Workshop on Image Analysis for Multimedia Interactive Services (WIAMIS), Santorini, Greece
  • Pogalin E, Redert A, Patras I et al. (2007). Gaze tracking by using factorized likelihoods particle filtering and stereo vision. nameOfConference
  • PATRAS I, Paragios N, Oikonomopoulos A et al. (2007). Particle Filtering Tracking Scheme for Trajectory-based Recognition of Human Actions. nameOfConference
  • Patras I, Hancock ER (2007). Regression tracking with data relevance determination. nameOfConference
  • Patras I, Hancock E (2007). Template tracking with observation relevance determination. nameOfConference
  • Oikonomopoulos A, Patras I, Pantic M et al. (2007). Trajectory-based representation of human actions. nameOfConference
  • PATRAS I, Pantic M, Oikonomopoulos A (2006). Kernel-based Recognition of Human Actions Using Spatiotemporal Salient Points. Proceedings of IEEE International Conference on Computer Vision and Pattern Recognition, Workshop on Vision for HCI, New York, USA - June 2006
  • Oikonomopoulos A, Patras I, Pantic M (2006). Spatiotemporal salient points for visual recognition of human actions.. nameOfConference
  • Pantic M, Patras I (2006). Dynamics of facial expression: recognition of facial actions and their temporal segments from face profile image sequences.. nameOfConference
  • Diplaros A, Gevers T, Patras I (2006). Combining color and shape information for illumination-viewpoint invariant object recognition.. nameOfConference
  • PATRAS I, Valstar MF, Pantic M (2005). Learning Spatiotemporal Models of Facial Expressions. International Conference on Measuring Behaviour, Wageningen - September 2005
  • PATRAS I, Pantic M, Valstar MF (2005). Facial Action Unit Detection Using Probabilistically Actively Learned Support Vector Machines on Tracked Facial Point Data. Proceedings of IEEE International Confernece on Computer Visision and Pattern Recognition, workshop on Vision for HCI, San Diego, USA - June 2005
  • Pantic M, Patras I (2005). Detecting facial actions and their temporal segments in nearly frontal-view face image sequences. nameOfConference
  • Oikonomopoulos A, Patras I, Pantic M (2005). Spatiotemporal saliency for human action recognition. nameOfConference
  • Patras I, Pantic M (2005). Tracking deformable motion. nameOfConference
  • Valstar M, Pantic M, Patras I (2004). Motion history for facial action detection in video. nameOfConference
  • Patras I, Worring M, van den Boomgaard R (2004). Dense motion estimation using regularization constraints on local parametric models.. nameOfConference
  • PATRAS I, Pantic M, Valstar M (2004). Multilevel Motion History for Facial Action Detection from Face Video. IEEE International Conference on Systems, Management and Cybernetics, Den Haag, The Netherlands - October 2005
  • Diplaros A, Gevers T, Patras I (2004). Combining color and shape information for content-based image retrieval on the Internet. nameOfConference
  • Valstar M, Patras I, Pantic M (2004). Facial action unit recognition using temporal templates. nameOfConference
  • Winkelman F, Patras I (2004). Online globally consistent mosaicing using an efficient representation. nameOfConference
  • Patras I, Pantic M (2004). Particle filtering with factorized likelihoods for tracking facial features. nameOfConference
  • Pantic M, Patras I (2004). Temporal modeling of facial actions from face profile image sequences. nameOfConference
  • PATRAS I, Gevers T, Diplaros A (2003). Color-Shape Context for Object Recognition. IEEE Workshop on Color and Photometric Methods in Computer Vision (in conjunction with ICCV 2003), Nice, France
  • Patras I, Hendriks EA, Lagendijk RL (2003). Semi-automatic object-based video segmentation with labeling of color segments. nameOfConference
  • PATRAS I, Raaijmakers S, Snoek C et al. (2002). TREC Feature Extraction by Active Learning. 11th Text Retrieval Confernece (TREC), Gaithersburg, MD - November 2002
  • Patras I, Hendriks EA, Lagendijk RL (2002). Confidence measures for block matching motion estimation. nameOfConference
  • Pantic M, Patras I, Rothkrantz L (2002). Facial action recognition in face profile image sequences. nameOfConference
  • Patras I, Worring M (2002). Regularized patch motion estimation. nameOfConference
  • Patras I, Hendriks EA, Lagendijk RL (2001). Video segmentation by MAP labeling of watershed segments. nameOfConference
  • PATRAS I, List J, Geusebroek J-M et al. (2001). Lazy Users and Automatic Video Retrieval Tools in (the) Lowlands. Proceedings of the 10th Text Retrieval Conference (TREC), NIST 2001
  • PATRAS I, Hendriks EA, Broekhoven M et al. (2001). Robust Region Merging for Motion Based Sementation Using the Kolmogorov-Smirnov Test. nameOfConference
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