Keywords:
- 3D face model
- abnormality detection
- acoustic generators
- Acoustic signal processing
- activity
- appearance based methods
- Appearance based model
- appearance model
- Archaeology
- Artificial Neural Networks
- attention
- audio-visual speaker recognition
- Autism
- backchannels
- Bayesian modeling
- behavior analysis.
- bias correction
- blink
- bobbing estimation
- camera network
- Children
- clustering
- cognition
- computer vision
- Content-based multimedia indexing
- conversation
- convolutional network
- Convolutional neural network.
- Convolutional Neural Networks
- corpus
- covariance matrices
- Crowdsourcing
- Cultural heritage
- dataset
- deep learning
- Deep Metric Learning.
- deep neural networks
- Delays
- diarization
- Dimensionality reduction
- direction-of-arrival estimation
- DOA estimation
- domain adaptation
- embedding
- embedding learning
- Encoding
- entrainment to music
- Epigraphy
- Estimation
- eye movements
- eye tracking
- eye-gaze
- Face
- face clustering
- Face dirarization
- Face Recognition
- Face tracking
- Facial animations
- Feature extraction
- Feature-based tracking
- first impressions
- focus of attention
- gait
- Gaze
- Gaze Coding
- gaze detection
- Gaze estimation
- generative models
- geometric method
- grapevine pruning
- group dynamics
- HCI
- head nods
- Head pose
- Head pose tracking
- head-pose invariance
- HHI
- hieroglyph
- Histogram of orientation
- HOOSC
- HRI
- human activity recognition
- human behaviour analysis
- human detection
- Human pose estimation
- human-robot interaction
- image rectification
- image retrieval
- image segmentation
- indexing
- information fusion
- information visualization
- internet of things
- involvement
- keyframe extraction
- language
- learning
- likelihood-based encoding
- listener categories
- machine learning
- manipulation
- Maya civilization
- Maya culture
- Maya glyph
- maya glyphs
- Metric learning
- microphone arrays
- Microphones
- mixed activity
- Monte Carlo methods
- motif mining
- multi-camera
- multi-object tracking
- Multimodal
- multimodal identification
- Multimodal interaction
- Multimodal person diarization
- multiple face tracking
- multiple sound sources
- multiple speaker detection
- multivariate time series
- network output
- neural nets
- neural network-based sound source localization methods
- neural networks
- non parametric models
- non-verbal cues
- Nonverbal behavior
- OCR
- online calibration.
- particle filter
- person diarization
- person discovery
- person identification
- person invariance
- Person Tracking
- plant skeleton
- pLSA
- Position measurement
- precision viticulture
- real-time
- remote
- remote recording
- remote sensing
- remote sensor
- representation learning
- RGB-D
- RGB-D camera
- RGB-D cameras
- road vehicles
- Robots
- saccade
- Sampling
- scene analysis
- segmentation
- shape classification
- Shape descriptor
- shape recognition
- Shape retrieval
- shot boundary detection
- simultaneous detection
- single sound source
- sketch
- skin colour
- social computing
- sound mixtures
- sound source localization
- sparse autoencoder
- sparse coding
- spatial spectrum-based approaches
- speaker
- Speaker Diarization
- Speaker identification
- speaker recognition
- speaker verification
- spectral shot clustering
- Speech
- surveillance
- topic models
- tracking
- training
- transfer learning
- triplet loss
- unsupervised
- Unsupervised · Latent sequential patterns · Topic models · PLSA · Video surveillance · Activity analysis
- unsupervised activity analysis
- unsupervised calibration
- unsupervised learning
- usability
- user study
- variational inference
- ve- hicle detection.
- VFOA
- video
- video processing
- video structuring
- vineyard
- virtual agents
- visual focus of attention
- Visual similarity
- weakly-supervised learning.
Publications of Jean-Marc Odobez
2017
| Theories and Models of Teams and Group, , , , and , in: Small Group Research, 48(5):544--567, 2017 |
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| Towards large scale multimedia indexing: A case study on person discovery in broadcast news, , and , in: 15th International Workshop on Content-Based Multimedia Indexing, 2017 |
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| Towards the Use of Social Interaction Conventions as Prior for Gaze Model Adaptation, , and , in: Proceedings of 19th ACM International Conference on Multimodal Interaction, pages 9, ACM, 2017 |
[DOI] |
| Visual Analysis of Maya Glyphs via Crowdsourcing and Deep Learning, , École Polytechnique Fédérale de Lausanne, 2017 |
[DOI] |
2016
| Ancient Maya Writings as High-Dimensional Data: a Visualization Approach, , , and , in: Digital Humanities (DH), Krakow, 2016 |
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| Assessing a Shape Descriptor for Analysis of Mesoamerican Hieroglyphics: A View Towards Practice in Digital Humanities, , and , in: Digital Humanities Conference (DH), Krakow, 2016 |
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| CRF-Based Context Modeling for Person Identification in Broadcast Videos, , , and , in: Frontiers in ICT: Computer Image Analysis, 3, 2016 |
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| Deep Dynamic Neural Networks for Multimodal Gesture Segmentation and Recognition, , , , , , and , in: IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2016 |
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| EUMSSI team at the MediaEval Person Discovery Challenge 2016, , and , in: MediaEval Benchmarking Initiative for Multimedia Evaluation, Hilversum, Netherlands, 2016 |
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| Evaluating Shape Representations for Maya Glyph Classification, , and , in: ACM Journal on Computing and Cultural Heritage (JOCCH), 9(3), 2016 |
| Gaze Estimation in the 3D Space Using RGB-D sensors. Towards Head-Pose And User Invariance., and , in: International Journal of Computer Vision, 118(2):194-216, 2016 |
[DOI] [URL] |
| Learning Multimodal Temporal Representation for Dubbing Detection in Broadcast Media, and , in: ACM Multimedia, Amsterdam, ACM, 2016 |
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| Long-Term Time-Sensitive Costs for CRF-Based Tracking by Detection, , and , in: 2nd Workshop on Benchmarking Multi-target Tracking: MOTChallenge 2016, Amsterdam, 2016 |
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| Temporally Subsampled Detection for Accurate and Efficient Face Tracking and Diarization, , , and , in: International Conference on Pattern Recognition, Cancun, Mexico, IEEE, 2016 |
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| Towards building an attentive artificial listener: on the perception of attentiveness in audio-visual feedback tokens, , , , , , and , in: Proceedings of the 18th ACM International Conference on Multimodal Interaction, Tokyo, Japan, pages 21-28, ACM, 2016 |
[DOI] |
| Training on the Job: Behavioral Analysis of Job Interviews in Hospitality, , , , , and , in: Proceedings of the 18th ACM International Conference on Multimodal Interaction, pages 84-91, 2016 |
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| Transferring Neural Representations for Low-dimensional Indexing of Maya Hieroglyphic Art, , , , , , , , and , in: Proc. ECCV Workshop on Computer Vision for Art Analysis, Amsterdam, pages 842-855, Springer, 2016 |
[DOI] [URL] |
| Unsupervised Interpretable Pattern Discovery in Time Series Using Autoencoders, , , and , in: IAPR Int. Workshops on Structural and Syntactic Pattern Recognition (SSPR), 2016 |
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2015
| Combining dynamic head pose-gaze mapping with the robot conversational state for attention recognition in human-robot interactions, and , in: Pattern Recognition Letters, 66:81-90, 2015 |
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| Deciphering the Silent Participant. On the Use of Audio-Visual Cues for the Classification of Listener Categories in Group Discussions, , , and , in: Proceedings of the 2015 ACM on International Conference on Multimodal Interaction, ACM, Seattle, Washington, USA, pages 107--114, ACM, 2015 |
[DOI] |
| EUMSSI team at the MediaEval Person Discovery Challenge, , , and , in: Working Notes Proceedings of the MediaEval 2015 Workshop, Wurzen, Germany, 2015 |
[URL] |
| Head Nod Detection from a Full 3D Model, , and , in: Proceedings of the ICCV 2015, pages 528-536, 2015 |
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| Klewel Webcast: from Research to Growing Company, , , and , in: IEEE Multimedia, 22(4):94-99, 2015 |
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| Multimedia Analysis and Access of Ancient Maya Epigraphy, , , , , , , , and , in: Signal processing magazine, 2015 |
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2014
| 3D Gaze Tracking and Automatic Gaze Coding from RGB-D Cameras, and , in: IEEE Conference in Computer Vision and Pattern Recognition, Vision Meets Cognition Workshop, Columbus, Ohio, USA, 2014 |
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| A Conditional Random field approach for audio-visual people diarization, , , , and , in: Proceedings of the 39th IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), pages 116 - 120, IEEE, 2014 |
[DOI] |
| Automated Bobbing and Phase Analysis to Measure Walking Entrainment, , , , , , and , in: IEEE International Conference on Image Processing (ICIP), Paris, 2014 |
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| Automatic Maya Hieroglyph Retrieval Using Shape and Context Information, , , , and , in: ACM MM, pages 4, 2014 |
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