Nicu Sebe

According to our database1, Nicu Sebe
  • authored at least 334 papers between 1997 and 2018.
  • has a "Dijkstra number"2 of four.

Timeline

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Bibliography

2018
Flexible Manifold Learning With Optimal Graph for Image and Video Representation.
IEEE Trans. Image Processing, 2018

Quantization-based hashing: a general framework for scalable image and video retrieval.
Pattern Recognition, 2018

A Survey on Learning to Hash.
IEEE Trans. Pattern Anal. Mach. Intell., 2018

Guest Editors' Introduction to the Special Section on Learning with Shared Information for Computer Vision and Multimedia Analysis.
IEEE Trans. Pattern Anal. Mach. Intell., 2018

Deep appearance and motion learning for egocentric activity recognition.
Neurocomputing, 2018

Structured Attention Guided Convolutional Neural Fields for Monocular Depth Estimation.
CoRR, 2018

Cross-Paced Representation Learning with Partial Curricula for Sketch-based Image Retrieval.
CoRR, 2018

Monocular Depth Estimation using Multi-Scale Continuous CRFs as Sequential Deep Networks.
CoRR, 2018

Every Smile is Unique: Landmark-Guided Diverse Smile Generation.
CoRR, 2018

Learning Deep Structured Multi-Scale Features using Attention-Gated CRFs for Contour Prediction.
CoRR, 2018

Deformable GANs for Pose-based Human Image Generation.
CoRR, 2018

FontMatcher: Font Image Paring for Harmonious Digital Graphic Design.
Proceedings of the 23rd International Conference on Intelligent User Interfaces, 2018

2017
Guest Editorial: Large-Scale Multimedia Data Retrieval, Classification, and Understanding.
IEEE Trans. Multimedia, 2017

The Many Shades of Negativity.
IEEE Trans. Multimedia, 2017

Guest Editorial: Big Media Data: Understanding, Search, and Mining.
IEEE Trans. Big Data, 2017

Efficient human action recognition using histograms of motion gradients and VLAD with descriptor shape information.
Multimedia Tools Appl., 2017

Detecting anomalous events in videos by learning deep representations of appearance and motion.
Computer Vision and Image Understanding, 2017

The S-Hock dataset: A new benchmark for spectator crowd analysis.
Computer Vision and Image Understanding, 2017

Indoor localization via multi-view images and videos.
Computer Vision and Image Understanding, 2017

Depression Severity Estimation from Multiple Modalities.
CoRR, 2017

Abnormal Event Detection in Videos using Generative Adversarial Nets.
CoRR, 2017

What your Facebook Profile Picture Reveals about your Personality.
CoRR, 2017

Multi-Scale Continuous CRFs as Sequential Deep Networks for Monocular Depth Estimation.
CoRR, 2017

Learning Cross-Modal Deep Representations for Robust Pedestrian Detection.
CoRR, 2017

How to Make an Image More Memorable? A Deep Style Transfer Approach.
CoRR, 2017

Training Adversarial Discriminators for Cross-channel Abnormal Event Detection in Crowds.
CoRR, 2017

AMIGOS: A dataset for Mood, personality and affect research on Individuals and GrOupS.
CoRR, 2017

Viraliency: Pooling Local Virality.
CoRR, 2017

Learning Deep Structured Multi-Scale Features using Attention-Gated CRFs for Contour Prediction.
Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017

Spatio-Temporal VLAD Encoding for Human Action Recognition in Videos.
Proceedings of the MultiMedia Modeling - 23rd International Conference, 2017

What your Facebook Profile Picture Reveals about your Personality.
Proceedings of the 2017 ACM on Multimedia Conference, 2017

SAWACMMM'17: The 1st Workshop on Multi Media Applications within the South African Context.
Proceedings of the 2017 ACM on Multimedia Conference, 2017

MUSA2: First ACM Workshop on Multimodal Understanding of Social, Affective and Subjective Attributes.
Proceedings of the 2017 ACM on Multimedia Conference, 2017

How to Make an Image More Memorable?: A Deep Style Transfer Approach.
Proceedings of the 2017 ACM on International Conference on Multimedia Retrieval, 2017

Simple, Efficient and Effective Encodings of Local Deep Features for Video Action Recognition.
Proceedings of the 2017 ACM on International Conference on Multimedia Retrieval, 2017

Abnormal event detection in videos using generative adversarial nets.
Proceedings of the 2017 IEEE International Conference on Image Processing, 2017

A cross-modal adaptation approach for brain decoding.
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

Multi-scale Continuous CRFs as Sequential Deep Networks for Monocular Depth Estimation.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

Learning Cross-Modal Deep Representations for Robust Pedestrian Detection.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

Spatio-Temporal Vector of Locally Max Pooled Features for Action Recognition in Videos.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

Viraliency: Pooling Local Virality.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

2016
Active domain adaptation with noisy labels for multimedia analysis.
World Wide Web, 2016

Learning Personalized Models for Facial Expression Analysis and Gesture Recognition.
IEEE Trans. Multimedia, 2016

A Distance-Computation-Free Search Scheme for Binary Code Databases.
IEEE Trans. Multimedia, 2016

Multimodal Personality Recognition in Collaborative Goal-Oriented Tasks.
IEEE Trans. Multimedia, 2016

Category Specific Dictionary Learning for Attribute Specific Feature Selection.
IEEE Trans. Image Processing, 2016

Optimized Graph Learning Using Partial Tags and Multiple Features for Image and Video Annotation.
IEEE Trans. Image Processing, 2016

Perceptual Attributes Optimization for Multivideo Summarization.
IEEE Trans. Cybernetics, 2016

Guest Editorial: Big Media Data: Understanding, Search, and Mining.
IEEE Trans. Big Data, 2016

A Multi-Task Learning Framework for Head Pose Estimation under Target Motion.
IEEE Trans. Pattern Anal. Mach. Intell., 2016

SALSA: A Novel Dataset for Multimodal Group Behavior Analysis.
IEEE Trans. Pattern Anal. Mach. Intell., 2016

A modified vector of locally aggregated descriptors approach for fast video classification.
Multimedia Tools Appl., 2016

Emotion recognition in the wild.
J. Multimodal User Interfaces, 2016

Event-based media processing and analysis: A survey of the literature.
Image Vision Comput., 2016

Deep and fast: Deep learning hashing with semi-supervised graph construction.
Image Vision Comput., 2016

Special Issue on Event-based Media Processing and Analysis.
Image Vision Comput., 2016

Where am I in the dark: Exploring active transfer learning on the use of indoor localization based on thermal imaging.
Neurocomputing, 2016

Collaborative Sparse Coding for Multiview Action Recognition.
IEEE MultiMedia, 2016

Computational Modeling of Affective Qualities of Abstract Paintings.
IEEE MultiMedia, 2016

Fisher Kernel Temporal Variation-based Relevance Feedback for video retrieval.
Computer Vision and Image Understanding, 2016

A Survey on Learning to Hash.
CoRR, 2016

Self Paced Deep Learning for Weakly Supervised Object Detection.
CoRR, 2016

Plug-and-Play CNN for Crowd Motion Analysis: An Application in Abnormal Event Detection.
CoRR, 2016

Emotion-Based Crowd Representation for Abnormality Detection.
CoRR, 2016

Are Safer Looking Neighborhoods More Lively? A Multimodal Investigation into Urban Life.
CoRR, 2016

The Death and Life of Great Italian Cities: A Mobile Phone Data Perspective.
CoRR, 2016

PET: An Eye-tracking Dataset for Animal-centric PASCAL Object Classes.
CoRR, 2016

The Death and Life of Great Italian Cities: A Mobile Phone Data Perspective.
Proceedings of the 25th International Conference on World Wide Web, 2016

Academic Coupled Dictionary Learning for Sketch-based Image Retrieval.
Proceedings of the 2016 ACM Conference on Multimedia Conference, 2016

Joint Graph Learning and Video Segmentation via Multiple Cues and Topology Calibration.
Proceedings of the 2016 ACM Conference on Multimedia Conference, 2016

Are Safer Looking Neighborhoods More Lively?: A Multimodal Investigation into Urban Life.
Proceedings of the 2016 ACM Conference on Multimedia Conference, 2016

Emerging Topics in Learning from Noisy and Missing Data.
Proceedings of the 2016 ACM Conference on Multimedia Conference, 2016

A Quality Adaptive Multimodal Affect Recognition System for User-Centric Multimedia Indexing.
Proceedings of the 2016 ACM on International Conference on Multimedia Retrieval, 2016

Multi-Paced Dictionary Learning for cross-domain retrieval and recognition.
Proceedings of the 23rd International Conference on Pattern Recognition, 2016

Sparse-coded cross-domain adaptation from the visual to the brain domain.
Proceedings of the 23rd International Conference on Pattern Recognition, 2016

Boosting VLAD with double assignment using deep features for action recognition in videos.
Proceedings of the 23rd International Conference on Pattern Recognition, 2016

Brain and music: Music genre classification using brain signals.
Proceedings of the 24th European Signal Processing Conference, 2016

The First 3D Face Alignment in the Wild (3DFAW) Challenge.
Proceedings of the Computer Vision - ECCV 2016 Workshops, 2016

Recurrent Face Aging.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

Self-Adaptive Matrix Completion for Heart Rate Estimation from Face Videos under Realistic Conditions.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

Recognizing Emotions from Abstract Paintings Using Non-Linear Matrix Completion.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

Histograms of Motion Gradients for real-time video classification.
Proceedings of the 14th International Workshop on Content-Based Multimedia Indexing, 2016

Projective Unsupervised Flexible Embedding with Optimal Graph.
Proceedings of the British Machine Vision Conference 2016, 2016

Recurrent Convolutional Face Alignment.
Proceedings of the Computer Vision - ACCV 2016, 2016

Sparse Code Filtering for Action Pattern Mining.
Proceedings of the Computer Vision - ACCV 2016, 2016

Graph-without-cut: An Ideal Graph Learning for Image Segmentation.
Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

2015
Semisupervised Feature Selection via Spline Regression for Video Semantic Recognition.
IEEE Trans. Neural Netw. Learning Syst., 2015

Compact Image Fingerprint Via Multiple Kernel Hashing.
IEEE Trans. Multimedia, 2015

Event Oriented Dictionary Learning for Complex Event Detection.
IEEE Trans. Image Processing, 2015

Egocentric Daily Activity Recognition via Multitask Clustering.
IEEE Trans. Image Processing, 2015

Affective Analysis of Professional and Amateur Abstract Paintings Using Statistical Analysis and Art Theory.
TiiS, 2015

Guest Editorial: Big Media Data: Understanding, Search, and Mining (Part 2).
IEEE Trans. Big Data, 2015

Guest Editorial: Big Media Data: Understanding, Search, and Mining.
IEEE Trans. Big Data, 2015

DECAF: MEG-Based Multimodal Database for Decoding Affective Physiological Responses.
IEEE Trans. Affective Computing, 2015

Memory efficient large-scale image-based localization.
Multimedia Tools Appl., 2015

Video classification with Densely extracted HOG/HOF/MBH features: an evaluation of the accuracy/computational efficiency trade-off.
IJMIR, 2015

Cross-Lingual Cross-Media Content Linking: Annotations and Joint Representations (Dagstuhl Seminar 15201).
Dagstuhl Reports, 2015

Learning Deep Representations of Appearance and Motion for Anomalous Event Detection.
CoRR, 2015

SALSA: A Novel Dataset for Multimodal Group Behavior Analysis.
CoRR, 2015

Supervised Hashing with Pseudo Labels for Scalable Multimedia Retrieval.
Proceedings of the 23rd Annual ACM Conference on Multimedia Conference, MM '15, Brisbane, Australia, October 26, 2015

Who's Afraid of Itten: Using the Art Theory of Color Combination to Analyze Emotions in Abstract Paintings.
Proceedings of the 23rd Annual ACM Conference on Multimedia Conference, MM '15, Brisbane, Australia, October 26, 2015

2nd Workshop on Computational Models of Social Interactions: Human-Computer-Media Communication (HCMC2015).
Proceedings of the 23rd Annual ACM Conference on Multimedia Conference, MM '15, Brisbane, Australia, October 26, 2015

Analyzing Free-standing Conversational Groups: A Multimodal Approach.
Proceedings of the 23rd Annual ACM Conference on Multimedia Conference, MM '15, Brisbane, Australia, October 26, 2015

Attribute Guided Dictionary Learning.
Proceedings of the 5th ACM on International Conference on Multimedia Retrieval, 2015

Looking at Mondrian's Victory Boogie-Woogie: What Do I Feel?
Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015

Inferring Painting Style with Multi-Task Dictionary Learning.
Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015

Implicit User-centric Personality Recognition Based on Physiological Responses to Emotional Videos.
Proceedings of the 2015 ACM on International Conference on Multimodal Interaction, Seattle, WA, USA, November 09, 2015

Beyond Bag-of-Words: Fast video classification with Fisher Kernel Vector of Locally Aggregated Descriptors.
Proceedings of the 2015 IEEE International Conference on Multimedia and Expo, 2015

PET: An eye-tracking dataset for animal-centric Pascal object classes.
Proceedings of the 2015 IEEE International Conference on Multimedia and Expo, 2015

Real-life violent social interaction detection.
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

Cluster encoding for modelling temporal variation in video.
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

Emotions in Abstract Art: Does Texture Matter?
Proceedings of the Image Analysis and Processing - ICIAP 2015, 2015

Movie Genre Classification by Exploiting MEG Brain Signals.
Proceedings of the Image Analysis and Processing - ICIAP 2015, 2015

FaceCept3D: Real Time 3D Face Tracking and Analysis.
Proceedings of the 2015 IEEE International Conference on Computer Vision Workshop, 2015

Regressing a 3D Face Shape from a Single Image.
Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

Unsupervised Tube Extraction Using Transductive Learning and Dense Trajectories.
Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

Localize Me Anywhere, Anytime: A Multi-task Point-Retrieval Approach.
Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

Facial expression recognition under a wide range of head poses.
Proceedings of the 11th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition, 2015

The more the merrier: Analysing the affect of a group of people in images.
Proceedings of the 11th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition, 2015

Inference of personality traits and affect schedule by analysis of spontaneous reactions to affective videos.
Proceedings of the 11th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition, 2015

Optimal graph learning with partial tags and multiple features for image and video annotation.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

The S-HOCK dataset: Analyzing crowds at the stadium.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

Learning Deep Representations of Appearance and Motion for Anomalous Event Detection.
Proceedings of the British Machine Vision Conference 2015, 2015

Complex Event Detection via Event Oriented Dictionary Learning.
Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015

2014
Weakly Supervised Photo Cropping.
IEEE Trans. Multimedia, 2014

Image Attribute Adaptation.
IEEE Trans. Multimedia, 2014

Guest Editorial Special Section on Socio-Mobile Media Analysis and Retrieval.
IEEE Trans. Multimedia, 2014

Multitask Linear Discriminant Analysis for View Invariant Action Recognition.
IEEE Trans. Image Processing, 2014

Faved! Biometrics: Tell Me Which Image You Like and I'll Tell You Who You Are.
IEEE Trans. Information Forensics and Security, 2014

Knowledge Adaptation with PartiallyShared Features for Event DetectionUsing Few Exemplars.
IEEE Trans. Pattern Anal. Mach. Intell., 2014

Special issue on contextual vision computing.
Mach. Vis. Appl., 2014

Exploring Transfer Learning Approaches for Head Pose Classification from Multi-view Surveillance Images.
International Journal of Computer Vision, 2014

Harnessing Lab Knowledge for Real-World Action Recognition.
International Journal of Computer Vision, 2014

Large-Scale Geosocial Multimedia [Guest editorial].
IEEE MultiMedia, 2014

Special section on learning from multiple evidences for large scale multimedia analysis.
Computer Vision and Image Understanding, 2014

GLocal tells you more: Coupling GLocal structural for feature selection with sparsity for image and video classification.
Computer Vision and Image Understanding, 2014

Money Walks: A Human-Centric Study on the Economics of Personal Mobile Data.
CoRR, 2014

You Talkin' to Me?: Recognizing Complex Human Interactions in Unconstrained Videos.
Proceedings of the ACM International Conference on Multimedia, MM '14, Orlando, FL, USA, November 03, 2014

We are not All Equal: Personalizing Models for Facial Expression Analysis with Transductive Parameter Transfer.
Proceedings of the ACM International Conference on Multimedia, MM '14, Orlando, FL, USA, November 03, 2014

Multiple Features But Few Labels?: A Symbiotic Solution Exemplified for Video Analysis.
Proceedings of the ACM International Conference on Multimedia, MM '14, Orlando, FL, USA, November 03, 2014

Temporal Dropout of Changes Approach to Convolutional Learning of Spatio-Temporal Features.
Proceedings of the ACM International Conference on Multimedia, MM '14, Orlando, FL, USA, November 03, 2014

A Multi-task Learning Framework for Time-continuous Emotion Estimation from Crowd Annotations.
Proceedings of the 2014 International ACM Workshop on Crowdsourcing for Multimedia, 2014

Realtime Video Classification using Dense HOF/HOG.
Proceedings of the International Conference on Multimedia Retrieval, 2014

The Mystery of Faces: Investigating Face Contribution for Multimedia Event Detection.
Proceedings of the International Conference on Multimedia Retrieval, 2014

Simultaneous Ground Metric Learning and Matrix Factorization with Earth Mover's Distance.
Proceedings of the 22nd International Conference on Pattern Recognition, 2014

Evaluating Multi-task Learning for Multi-view Head-Pose Classification in Interactive Environments.
Proceedings of the 22nd International Conference on Pattern Recognition, 2014

Clustered Multi-task Linear Discriminant Analysis for View Invariant Color-Depth Action Recognition.
Proceedings of the 22nd International Conference on Pattern Recognition, 2014

Robust Real-Time Extreme Head Pose Estimation.
Proceedings of the 22nd International Conference on Pattern Recognition, 2014

Emotional Valence Recognition, Analysis of Salience and Eye Movements.
Proceedings of the 22nd International Conference on Pattern Recognition, 2014

Unsupervised Domain Adaptation for Personalized Facial Emotion Recognition.
Proceedings of the 16th International Conference on Multimodal Interaction, 2014

It's all about habits: Exploiting multi-task clustering for activities of daily living analysis.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

Minimizing dataset bias: Discriminative multi-task sparse coding through shared subspace learning for image classification.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

Money walks: a human-centric study on the economics of personal mobile data.
Proceedings of the 2014 ACM Conference on Ubiquitous Computing, UbiComp '14, Seattle, WA, 2014

Learning to Group Objects.
Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014

Knowing Where I Am: Exploiting Multi-Task Learning for Multi-view Indoor Image-based Localization.
Proceedings of the British Machine Vision Conference, 2014

Recognizing Daily Activities from First-Person Videos with Multi-task Clustering.
Proceedings of the Computer Vision - ACCV 2014, 2014

2013
Multi-Feature Fusion via Hierarchical Regression for Multimedia Analysis.
IEEE Trans. Multimedia, 2013

Feature Selection for Multimedia Analysis by Sharing Information Among Multiple Tasks.
IEEE Trans. Multimedia, 2013

Multimedia Event Detection Using A Classifier-Specific Intermediate Representation.
IEEE Trans. Multimedia, 2013

A Prototype Learning Framework Using EMD: Application to Complex Scenes Analysis.
IEEE Trans. Pattern Anal. Mach. Intell., 2013

Guest Editorial: Human-Computer Interaction: Real-Time Vision Aspects of Natural User Interfaces.
International Journal of Computer Vision, 2013

Unified Dictionary Learning and Region Tagging with Hierarchical Sparse Representation.
Computer Vision and Image Understanding, 2013

Nobody likes Mondays: foreground detection and behavioral patterns analysis in complex urban scenes.
Proceedings of the 4th ACM/IEEE international workshop on Analysis and retrieval of tracked events and motion in imagery stream, 2013

GLocal structural feature selection with sparsity for multimedia data understanding.
Proceedings of the ACM Multimedia Conference, 2013

Time matters!: capturing variation in time in video using fisher kernels.
Proceedings of the ACM Multimedia Conference, 2013

We are not equally negative: fine-grained labeling for multimedia event detection.
Proceedings of the ACM Multimedia Conference, 2013

Fisher kernel based relevance feedback for multimodal video retrieval.
Proceedings of the International Conference on Multimedia Retrieval, 2013

Thinking of Images as What They Are: Compound Matrix Regression for Image Classification.
Proceedings of the IJCAI 2013, 2013

On the relationship between head pose, social attention and personality prediction for unstructured and dynamic group interactions.
Proceedings of the 2013 International Conference on Multimodal Interaction, 2013

Multi-task linear discriminant analysis for multi-view action recognition.
Proceedings of the IEEE International Conference on Image Processing, 2013

We like it! Mapping image preferences on the counting grid.
Proceedings of the IEEE International Conference on Image Processing, 2013

Daily Living Activities Recognition via Efficient High and Low Level Cues Combination and Fisher Kernel Representation.
Proceedings of the Image Analysis and Processing - ICIAP 2013, 2013

No Matter Where You Are: Flexible Graph-Guided Multi-task Learning for Multi-view Head Pose Classification under Target Motion.
Proceedings of the IEEE International Conference on Computer Vision, 2013

Feature Weighting via Optimal Thresholding for Video Analysis.
Proceedings of the IEEE International Conference on Computer Vision, 2013

Decoding affect in videos employing the MEG brain signal.
Proceedings of the 10th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition, 2013

Particles cross-influence for entity grouping.
Proceedings of the 21st European Signal Processing Conference, 2013

Complex Event Detection via Multi-source Video Attributes.
Proceedings of the 2013 IEEE Conference on Computer Vision and Pattern Recognition, 2013

Multimodal Engagement Classification for Affective Cinema.
Proceedings of the 2013 Humaine Association Conference on Affective Computing and Intelligent Interaction, 2013

User-centric Affective Video Tagging from MEG and Peripheral Physiological Responses.
Proceedings of the 2013 Humaine Association Conference on Affective Computing and Intelligent Interaction, 2013

2012
Discriminating Joint Feature Analysis for Multimedia Data Understanding.
IEEE Trans. Multimedia, 2012

Web Image Annotation Via Subspace-Sparsity Collaborated Feature Selection.
IEEE Trans. Multimedia, 2012

Combining Head Pose and Eye Location Information for Gaze Estimation.
IEEE Trans. Image Processing, 2012

Sparse Color Interest Points for Image Retrieval and Object Categorization.
IEEE Trans. Image Processing, 2012

Connecting Meeting Behavior with Extraversion - A Systematic Study.
IEEE Trans. Affective Computing, 2012

Societally connected multimedia across cultures.
Journal of Zhejiang University - Science C, 2012

What Are You Looking at? - Improving Visual Gaze Estimation by Saliency.
International Journal of Computer Vision, 2012

The SocioMetric Badges Corpus: A Multilevel Behavioral Dataset for Social Behavior in Complex Organizations.
Proceedings of the 2012 International Conference on Privacy, 2012

In the eye of the beholder: employing statistical analysis and eye tracking for analyzing abstract paintings.
Proceedings of the 20th ACM Multimedia Conference, MM '12, Nara, Japan, October 29, 2012

Knowledge adaptation for ad hoc multimedia event detection with few exemplars.
Proceedings of the 20th ACM Multimedia Conference, MM '12, Nara, Japan, October 29, 2012

Distributional semantics with eyes: using image analysis to improve computational representations of word meaning.
Proceedings of the 20th ACM Multimedia Conference, MM '12, Nara, Japan, October 29, 2012

Categorization of a collection of pictures into structured events.
Proceedings of the International Conference on Multimedia Retrieval, 2012

Classifier-specific intermediate representation for multimedia tasks.
Proceedings of the International Conference on Multimedia Retrieval, 2012

Enhanced semantic descriptors for functional scene categorization.
Proceedings of the 21st International Conference on Pattern Recognition, 2012

Active transfer learning for multi-view head-pose classification.
Proceedings of the 21st International Conference on Pattern Recognition, 2012

Friends don't lie: inferring personality traits from social network structure.
Proceedings of the 2012 ACM Conference on Ubiquitous Computing, 2012

Boosting-based transfer learning for multi-view head-pose classification from surveillance videos.
Proceedings of the 20th European Signal Processing Conference, 2012

Exploiting Sparse Representations for Robust Analysis of Noisy Complex Video Scenes.
Proceedings of the Computer Vision - ECCV 2012, 2012

Real Time Detection of Social Interactions in Surveillance Video.
Proceedings of the Computer Vision - ECCV 2012. Workshops and Demonstrations, 2012

(Unseen) event recognition via semantic compositionality.
Proceedings of the 2012 IEEE Conference on Computer Vision and Pattern Recognition, 2012

An Adaptation Framework for Head-Pose Classification in Dynamic Multi-view Scenarios.
Proceedings of the Computer Vision, 2012

Tell Me What You Like and I'll Tell You What You Are: Discriminating Visual Preferences on Flickr Data.
Proceedings of the Computer Vision - ACCV 2012, 2012

UX_Mate: from facial expressions to UX evaluation.
Proceedings of the Designing Interactive Systems Conference 2012, 2012

2011
Building descriptive and discriminative visual codebook for large-scale image applications.
Multimedia Tools Appl., 2011

Personalization in multimedia retrieval: A survey.
Multimedia Tools Appl., 2011

Looking at the viewer: analysing facial activity to detect personal highlights of multimedia contents.
Multimedia Tools Appl., 2011

Computer vision for ambient intelligence.
JAISE, 2011

Contextual Modeling of Personality States' Dynamics in Face-to-Face Interactions.
Proceedings of the PASSAT/SocialCom 2011, Privacy, 2011

Automatic modeling of personality states in small group interactions.
Proceedings of the 19th International Conference on Multimedia 2011, Scottsdale, AZ, USA, November 28, 2011

Can computers learn from humans to see better?: inferring scene semantics from viewers' eye movements.
Proceedings of the 19th International Conference on Multimedia 2011, Scottsdale, AZ, USA, November 28, 2011

Exploiting the entire feature space with sparsity for automatic image annotation.
Proceedings of the 19th International Conference on Multimedia 2011, Scottsdale, AZ, USA, November 28, 2011

Please, tell me about yourself: automatic personality assessment using short self-presentations.
Proceedings of the 13th International Conference on Multimodal Interfaces, 2011

Sorting Atomic Activities for Discovering Spatio-temporal Patterns in Dynamic Scenes.
Proceedings of the Image Analysis and Processing - ICIAP 2011, 2011

2010
Human-Centered Computing.
Proceedings of the Encyclopedia of Software Engineering, 2010

Special Issue on Multimodal Affective Interaction.
IEEE Trans. Multimedia, 2010

Large-scale image and video search: Challenges, technologies, and trends.
J. Visual Communication and Image Representation, 2010

Best of Automatic Face and Gesture Recognition 2008.
Image Vision Comput., 2010

Sonify your face: facial expressions for sound generation.
Proceedings of the 18th International Conference on Multimedia 2010, 2010

Behavior and properties of spatio-temporal local features under visual transformations.
Proceedings of the 18th International Conference on Multimedia 2010, 2010

The use of non-conventional methods for content analysis and understanding: panel overview.
Proceedings of the 18th International Conference on Multimedia 2010, 2010

Human-centered multimedia systems: tutorial overview.
Proceedings of the 18th International Conference on Multimedia 2010, 2010

Putting the pieces together: multimodal analysis of social attention in meetings.
Proceedings of the 18th International Conference on Multimedia 2010, 2010

Making computers look the way we look: exploiting visual attention for image understanding.
Proceedings of the 18th International Conference on Multimedia 2010, 2010

Toward an automatically generated soundtrack from low-level cross-modal correlations for automotive scenarios.
Proceedings of the 18th International Conference on Multimedia 2010, 2010

Pervasive video analysis: workshop overview.
Proceedings of the 18th International Conference on Multimedia 2010, 2010

Visual Gaze Estimation by Joint Head and Eye Information.
Proceedings of the 20th International Conference on Pattern Recognition, 2010

Challenges of Human Behavior Understanding.
Proceedings of the Human Behavior Understanding, First International Workshop, 2010

Employing social gaze and speaking activity for automatic determination of the Extraversion trait.
Proceedings of the 12th International Conference on Multimodal Interfaces / 7. International Workshop on Machine Learning for Multimodal Interaction, 2010

An Eye Fixation Database for Saliency Detection in Images.
Proceedings of the Computer Vision, 2010

Systematic Evaluation of Spatio-Temporal Features on Comparative Video Challenges.
Proceedings of the Computer Vision - ACCV 2010 Workshops, 2010

Human-centered Computing.
Proceedings of the Handbook of Ambient Intelligence and Smart Environments, 2010

2009
Human-centered Computing: Application to Multimedia.
Proceedings of the Encyclopedia of Database Systems, 2009

Multimodal interfaces: Challenges and perspectives.
JAISE, 2009

Isocentric color saliency in images.
Proceedings of the International Conference on Image Processing, 2009

Webcam-Based Visual Gaze Estimation.
Proceedings of the Image Analysis and Processing, 2009

Image saliency by isocentric curvedness and color.
Proceedings of the IEEE 12th International Conference on Computer Vision, ICCV 2009, Kyoto, Japan, September 27, 2009

Lonely but attractive: Sparse color salient points for object retrieval and categorization.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2009

Exploiting facial expressions for affective video summarisation.
Proceedings of the 8th ACM International Conference on Image and Video Retrieval, 2009

2008
Machine Learning Techniques for Face Analysis.
Proceedings of the Machine Learning Techniques for Multimedia, 2008

Special section from the ACM multimedia conference 2007.
TOMCCAP, 2008

Distance Learning for Similarity Estimation.
IEEE Trans. Pattern Anal. Mach. Intell., 2008

Similarity Matching in Computer Vision and Multimedia.
Computer Vision and Image Understanding, 2008

3rd international workshop on human-centered computing (HCC '08).
Proceedings of the 16th International Conference on Multimedia 2008, 2008

Facial expression recognition as a creative interface.
Proceedings of the 13th International Conference on Intelligent User Interfaces, 2008

Emotional valence categorization using holistic image features.
Proceedings of the International Conference on Image Processing, 2008

2007
Context-Based Object-Class Recognition and Retrieval by Generalized Correlograms.
IEEE Trans. Pattern Anal. Mach. Intell., 2007

Authentic facial expression analysis.
Image Vision Comput., 2007

The age of human computer interaction.
Image Vision Comput., 2007

Multimodal human-computer interaction: A survey.
Computer Vision and Image Understanding, 2007

Guest Editors' Introduction: Human-Centered Computing--Toward a Human Revolution.
IEEE Computer, 2007

International workshop on human-centered multimedia: overview.
Proceedings of the international workshop on Human-centered multimedia, 2007

Human-centered multimedia systems: tutorial overview.
Proceedings of the 15th International Conference on Multimedia 2007, 2007

Personalized multimedia retrieval: the new trend?
Proceedings of the 9th ACM SIGMM International Workshop on Multimedia Information Retrieval, 2007

Do Colour Interest Points Improve Image Retrieval?
Proceedings of the International Conference on Image Processing, 2007

Cooperative Object Tracking with Multiple PTZ Cameras.
Proceedings of the 14th International Conference on Image Analysis and Processing (ICIAP 2007), 2007

Human-Centered Computing: Challenges and Perspectives.
Proceedings of the 23rd International Conference on Data Engineering Workshops, 2007

Human-Computer Intelligent Interaction: A Survey.
Proceedings of the Human-Computer Interaction, 2007

Integrating Relevance Feedback in Boosting for Content-Based Image Retrieval.
Proceedings of the IEEE International Conference on Acoustics, 2007

Two-Dimensional Adaptive Discriminant Analysis.
Proceedings of the IEEE International Conference on Acoustics, 2007

Overview of the ImageCLEF 2007 Object Retrieval Task.
Proceedings of the Working Notes for CLEF 2007 Workshop co-located with the 11th European Conference on Digital Libraries (ECDL 2007), 2007


Class-Specific Binary Correlograms for Object Recognition.
Proceedings of the British Machine Vision Conference 2007, 2007

2006
Content-based multimedia information retrieval: State of the art and challenges.
TOMCCAP, 2006

Boosting the distance estimation: Application to the K-Nearest Neighbor Classifier.
Pattern Recognition Letters, 2006

Human-centered computing: a multimedia perspective.
Proceedings of the 14th ACM International Conference on Multimedia, 2006

The Role of Featural and Configural Information in Face Classification A Simulation of the Expertise Hypothesis.
Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006

Emotion Recognition Based on Joint Visual and Audio Cues.
Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006

A New Study on Distance Metrics as Similarity Measurement.
Proceedings of the 2006 IEEE International Conference on Multimedia and Expo, 2006

Toward Robust Distance Metric Analysis for Similarity Estimation.
Proceedings of the 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2006), 2006

Evaluation of Intensity and Color Corner Detectors for Affine Invariant Salient Regions.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2006

Corner Detectors for Affine Invariant Salient Regions: Is Color Important?.
Proceedings of the Image and Video Retrieval, 5th International Conference, 2006

2005
Machine Learning in Computer Vision
Computational Imaging and Vision 29, Springer, ISBN: 978-1-4020-3275-2, 2005

How to Complete Performance Graphs in Content-Based Image Retrieval: Add Generality and Normalize Scope.
IEEE Trans. Pattern Anal. Mach. Intell., 2005

Learning probabilistic classifiers for human-computer interaction applications.
Multimedia Syst., 2005

Systems and architectures for multimedia information retrieval.
Multimedia Syst., 2005

Affective multimodal human-computer interaction.
Proceedings of the 13th ACM International Conference on Multimedia, 2005

Video Object Boundary Reconstruction by 2-Pass Voting.
Proceedings of the 2005 IEEE International Conference on Multimedia and Expo, 2005

Neighborhood issue in single-frame image super-resolution.
Proceedings of the 2005 IEEE International Conference on Multimedia and Expo, 2005

Affective Meeting Video Analysis.
Proceedings of the 2005 IEEE International Conference on Multimedia and Expo, 2005

Multimodal Human Computer Interaction: A Survey.
Proceedings of the Computer Vision in Human-Computer Interaction, 2005

Efficient Object-Class Recognition by Boosting Contextual Information.
Proceedings of the Pattern Recognition and Image Analysis, Second Iberian Conference, 2005

Semi-Supervised Face Detection.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2005

Fast Spatial Pattern Discovery Integrating Boosting with Constellations of Contextual Descriptors.
Proceedings of the 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2005), 2005

2004
Semisupervised Learning of Classifiers: Theory, Algorithms, and Their Application to Human-Computer Interaction.
IEEE Trans. Pattern Anal. Mach. Intell., 2004

Towards authentic emotion recognition.
Proceedings of the IEEE International Conference on Systems, 2004

Complete Performance Graphs in Probabilistic Information Retrieval.
Proceedings of the Advances in Multimedia Information Processing - PCM 2004, 5th Pacific Rim Conference on Multimedia, Tokyo, Japan, November 30, 2004

Boosting contextual information in content-based image retrieval.
Proceedings of the 6th ACM SIGMM International Workshop on Multimedia Information Retrieval, 2004

Skin Detection: A Bayesian Network Approach.
Proceedings of the 17th International Conference on Pattern Recognition, 2004

A new analysis of the value of unlabeled data in semi-supervised learning for image retrieval.
Proceedings of the 2004 IEEE International Conference on Multimedia and Expo, 2004

Toward an improved error metric.
Proceedings of the 2004 International Conference on Image Processing, 2004

Authentic Facial Expression Analysis.
Proceedings of the Sixth IEEE International Conference on Automatic Face and Gesture Recognition (FGR 2004), 2004

Authentic Emotion Detection in Real-Time Video.
Proceedings of the Computer Vision in Human-Computer Interaction, 2004

The State-of-the-Art in Human-Computer Interaction.
Proceedings of the Computer Vision in Human-Computer Interaction, 2004

Robust Error Metric Analysis for Noise Estimation in Image Indexing.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2004

Robust Error Metric Analysis for Noise Estimation in Image Indexing.
Proceedings of the Proceedings MDDE '04, 2004

2003
Robust Computer Vision - Theory and Applications
Computational Imaging and Vision 26, Springer, ISBN: 978-94-017-0295-9, 2003

Comparing salient point detectors.
Pattern Recognition Letters, 2003

Evaluation of salient point techniques.
Image Vision Comput., 2003

Video retrieval and summarization.
Computer Vision and Image Understanding, 2003

Facial expression recognition from video sequences: temporal and static modeling.
Computer Vision and Image Understanding, 2003

Semi-supervised learning for facial expression recognition.
Proceedings of the 5th ACM SIGMM International Workshop on Multimedia Information Retrieval, 2003

Content-based indexing performance: size normalized precision, recall, generality evaluation.
Proceedings of the 2003 International Conference on Image Processing, 2003

Learning Bayesian Network Classifiers for Facial Expression Recognition using both Labeled and Unlabeled Data.
Proceedings of the 2003 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2003), 2003

The State of the Art in Image and Video Retrieval.
Proceedings of the Image and Video Retrieval, Second International Conference, 2003

Evaluation of Expression Recognition Techniques.
Proceedings of the Image and Video Retrieval, Second International Conference, 2003

2002
Detecting Automobiles and People for Semantic Video Retrieval.
Proceedings of the 16th International Conference on Pattern Recognition, 2002

Emotion Recognition Using a Cauchy Naive Bayes Classifier.
Proceedings of the 16th International Conference on Pattern Recognition, 2002

An overcomplete discrete wavelet transform for video compression.
Proceedings of the 2002 IEEE International Conference on Multimedia and Expo, 2002

Facial expression recognition from video sequences.
Proceedings of the 2002 IEEE International Conference on Multimedia and Expo, 2002

Object Recognition for Video Retrieval.
Proceedings of the Image and Video Retrieval, International Conference, 2002

Evaluation of Salient Point Techniques.
Proceedings of the Image and Video Retrieval, International Conference, 2002

Robust Shape Matching.
Proceedings of the Image and Video Retrieval, International Conference, 2002

Challenges of Image and Video Retrieval.
Proceedings of the Image and Video Retrieval, International Conference, 2002

2001
Texture Features for Content-Based Retrieval.
Proceedings of the Principles of Visual Information Retrieval, 2001

Video Indexing and Understanding.
Proceedings of the Principles of Visual Information Retrieval, 2001

Color-based retrieval.
Pattern Recognition Letters, 2001

Image retrieval using wavelet-based salient points.
J. Electronic Imaging, 2001

Content-based image retrieval using wavelet-based salient points.
Proceedings of the Storage and Retrieval for Media Databases 2001, 2001

Comparing Salient Point Detectors.
Proceedings of the 2001 IEEE International Conference on Multimedia and Expo, 2001

Extended Performance Graphs for Cluster Retrieval.
Proceedings of the 2001 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2001), 2001

Salient Points for Content-Based Retrieval.
Proceedings of the British Machine Vision Conference 2001, 2001

2000
Toward Improved Ranking Metrics.
IEEE Trans. Pattern Anal. Mach. Intell., 2000

Wavelet-Based Salient Points: Applications to Image Retrieval Using Color and Texture Features.
Proceedings of the Advances in Visual Information Systems, 4th International Conference, 2000

A Ground-Truth Training Set for Hierarchical Clustering in Content-Based Image Retrieval.
Proceedings of the Advances in Visual Information Systems, 4th International Conference, 2000

Wavelet Based Texture Classification.
Proceedings of the 15th International Conference on Pattern Recognition, 2000

Maximum Likelihood Stereo Matching.
Proceedings of the 15th International Conference on Pattern Recognition, 2000

Color Based Retrieval and Recognition.
Proceedings of the 2000 IEEE International Conference on Multimedia and Expo, 2000

Wavelet-Based Salient Points for Image Retrieval.
Proceedings of the 2000 International Conference on Image Processing, 2000

Improving Visual Matching.
Proceedings of the 2000 Conference on Computer Vision and Pattern Recognition (CVPR 2000), 2000

Visual Websearching Using Iconic Queries.
Proceedings of the 2000 Conference on Computer Vision and Pattern Recognition (CVPR 2000), 2000

1999
Adapting k-d Trees to Visual Retrieval.
Proceedings of the Visual Information and Information Systems, 1999

Multi-scale sub-image search.
Proceedings of the 7th ACM International Conference on Multimedia '99, Orlando, FL, USA, October 30, 1999

Robust color indexing.
Proceedings of the 7th ACM International Conference on Multimedia '99, Orlando, FL, USA, October 30, 1999

1998
Which ranking metric is optimal? With applications in image retrieval and stereo matching.
Proceedings of the Fourteenth International Conference on Pattern Recognition, 1998

1997
Generation of the HDL-A-model of a micromembrane from its finite-element-description.
Proceedings of the European Design and Test Conference, 1997


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