Automatic Sentiment Estimation in the Wild

Resultado final

D1.1 (M18) (All, ICL): Online SEWA DB containing annotated audio-visual behaviour in the wild. Lead beneficiary - also all Dissemination level - PU - The SEWA database will be made publicly available under the Science Commons license, subject to the appropriate ethics procedures, including anonymisation and signed consent of all the subjects whose data is to be included

Exploitation Plan

D8.3 (M36) (RealEyes): Exploitation Plan

Annual Report 3

D9.3 (M42) (ICL): final report

Annual Report 1

D9.1 (M12) (ICL): annual report 1

Report on user requirements for SEWA applications

D7.1 (M12) (RealEyes): Report on user requirements for each SEWA application

Report on performance evaluation, usage and usability of SEWA applications

D7.8 (M42) (PlayGen): Report on performance evaluation, usage and usability of each SEWA application

Annual Report 2

D9.2 (M24) (ICL): annual report 2

Publicaciones

FERA 2015 - second Facial Expression Recognition and Analysis challenge

Autores: Michel F. Valstar, Timur Almaev, Jeffrey M. Girard, Gary McKeown, Marc Mehu, Lijun Yin, Maja Pantic, Jeffrey F. Cohn
Publicado en: 2015 11th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition (FG), 2015, Página(s) 1-8, ISBN 978-1-4799-6026-2
Editor: IEEE
DOI: 10.1109/FG.2015.7284874

Robust Statistical Face Frontalization

Autores: Christos Sagonas, Yannis Panagakis, Stefanos Zafeiriou, Maja Pantic
Publicado en: 2015 IEEE International Conference on Computer Vision (ICCV), 2015, Página(s) 3871-3879, ISBN 978-1-4673-8391-2
Editor: IEEE
DOI: 10.1109/ICCV.2015.441

Sparkle - adaptive sample based scheduling for cluster computing

Autores: Chunliang Hao, Jie Shen, Heng Zhang, Xiao Zhang, Yanjun Wu, Mingshu Li
Publicado en: Proceedings of the 5th International Workshop on Cloud Data and Platforms - CloudDP '15, 2015, Página(s) 1-6, ISBN 9781-450334785
Editor: ACM Press
DOI: 10.1145/2744210.2744212

Multi-conditional Latent Variable Model for Joint Facial Action Unit Detection

Autores: Stefanos Eleftheriadis, Ognjen Rudovic, Maja Pantic
Publicado en: 2015 IEEE International Conference on Computer Vision (ICCV), 2015, Página(s) 3792-3800, ISBN 978-1-4673-8391-2
Editor: IEEE
DOI: 10.1109/ICCV.2015.432

AVEC 2015 - The 5th International Audio/Visual Emotion Challenge and Workshop

Autores: Fabien Ringeval, Bjoern Schuller, Michel Valstar, Roddy Cowie, Maja Pantic
Publicado en: Proceedings of the 23rd ACM international conference on Multimedia - MM '15, 2015, Página(s) 1335-1336, ISBN 9781-450334594
Editor: ACM Press
DOI: 10.1145/2733373.2806408

Copula Ordinal Regression for Joint Estimation of Facial Action Unit Intensity

Autores: Robert Walecki, Ognjen Rudovic, Vladimir Pavlovic, Maja Pantic
Publicado en: 2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2016, Página(s) 4902-4910, ISBN 978-1-4673-8851-1
Editor: IEEE
DOI: 10.1109/cvpr.2016.530

Online Attention for Interpretable Conflict Estimation in Political Debates

Autores: Ruben Vereecken, Stavros Petridis, Yiannis Panagakis, Maja Pantic
Publicado en: 2018 13th IEEE International Conference on Automatic Face & Gesture Recognition (FG 2018), Edición Proceeding of FG, 2018, Página(s) 389-393, ISBN 978-1-5386-2335-0
Editor: IEEE
DOI: 10.1109/FG.2018.00062

GAGAN: Geometry-Aware Generative Adversarial Networks

Autores: Kossaifi, Jean; Tran, Linh; Panagakis, Yannis; Pantic, Maja
Publicado en: Proceedings of the conference on Computer Vision and Pattern Recognition, Edición 4, 2018
Editor: IEEE

End-to-End Multi-View Lipreading

Autores: Petridis, Stavros; Wang, Yujiang; Li, Zuwei; Pantic, Maja
Publicado en: Proceedings of BMVC, Edición 5, 2017
Editor: British Machine Vision Association

End-to-end Audiovisual Speech Recognition

Autores: Petridis, Stavros; Stafylakis, Themos; Ma, Pingchuan; Cai, Feipeng; Tzimiropoulos, Georgios; Pantic, Maja
Publicado en: Proceedings of ICASSP, Edición 3, 2018
Editor: IEEE

Robust Kronecker Component Analysis

Autores: Bahri, Mehdi; Panagakis, Yannis; Zafeiriou, Stefanos
Publicado en: Proceedings of ICCV, Edición 2, 2017
Editor: IEEE

Visual-Only Recognition of Normal, Whispered and Silent Speech

Autores: Petridis, Stavros; Shen, Jie; Cetin, Doruk; Pantic, Maja
Publicado en: Proceedings of ICASSP, Edición 2, 2018
Editor: IEEE

End-to-End Audiovisual Fusion with LSTMs

Autores: Petridis, Stavros; Wang, Yujiang; Li, Zuwei; Pantic, Maja
Publicado en: Proceedings of AVSP, Edición 5, 2017
Editor: KTH

Spotting Social Signals in Conversational Speech over IP: A Deep Learning Perspective

Autores: Raymond Brueckner, Maximilian Schmitt, Maja Pantic, Björn Schuller
Publicado en: Interspeech 2017, 2017, Página(s) 2371-2375
Editor: ISCA
DOI: 10.21437/Interspeech.2017-635

Bags in Bag: Generating Context-Aware Bags for Tracking Emotions from Speech

Autores: Jing Han, Zixing Zhang, Maximilian Schmitt, Zhao Ren, Fabien Ringeval, Bjorn Schuller
Publicado en: Proceedings 19th Annual conference of the International Speech Communication Association (INTERSPEECH, 2018
Editor: INTERSPEECH

You Sound Like Your Counterpart: Interpersonal Speech Analysis

Autores: Jing Han, Maximilian Schmitt, and Bjorn Schuller
Publicado en: Proceedings 20th International Conference on Speech and Computer (SPECOM), 2018
Editor: SPECOM

How Good Is Your Model `Really'? On `Wildness' of the In-the-wild Speech-based Affect Recognisers

Autores: Vedhas Pandit, Maximilian Schmitt, Nicholas Cummins, Franz Graf, Lucas Paletta, and Bj
Publicado en: In Proceedings 20th International Conference on Speech and Comper (SPECOM), 2018
Editor: SPECOM

Wavelets Revisited for the Classification of Acoustic Scenes

Autores: K. Qian, Z. Ren, V. Pandit, Z. Yang, Z. Zhang, and B. Schuller
Publicado en: Proceedings of the Detection and Classification of Acoustic Scenes and Events Workshop (DCASE), 2018
Editor: DCASE

Recognising Guitar Effects - Which Acoustic Features Really Matter?

Autores: Schmitt, Maximilian, Schuller, Björn
Publicado en: Proceedings in INFORMATIK 2017, 2017
Editor: INFORMATIK
DOI: 10.18420/in2017_12

Active nonrigid ICP algorithm

Autores: Shiyang Cheng, Ioannis Marras, Stefanos Zafeiriou, Maja Pantic
Publicado en: 2015 11th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition (FG), 2015, Página(s) 1-8, ISBN 978-1-4799-6026-2
Editor: IEEE
DOI: 10.1109/FG.2015.7163161

The ICL-TUM-PASSAU Approach for the MediaEval 2015 “Affective Impact of Movies” Task

Autores: George Trigeorgis, Eduardo Coutinho,Fabien Ringeval, Erik Marchi, Stefanos Zafeiriou , Björn Schuller
Publicado en: 2015
Editor: MediaEval

The First Facial Landmark Tracking in-the-Wild Challenge: Benchmark and Results

Autores: Jie Shen, Stefanos Zafeiriou, Grigoris G. Chrysos, Jean Kossaifi, Georgios Tzimiropoulos, Maja Pantic
Publicado en: 2015 IEEE International Conference on Computer Vision Workshop (ICCVW), 2015, Página(s) 1003-1011, ISBN 978-1-4673-9711-7
Editor: IEEE
DOI: 10.1109/ICCVW.2015.132

Sociocognitive Language Processing – Emphasising the Soft Factors

Autores: Bjorn W. Schuller and Michael F. McTear
Publicado en: In Proceedings of the Seventh International Workshop on Spoken Dialogue Systems (IWSDS), 2016
Editor: IWSDS

Deep complementary bottleneck features for visual speech recognition

Autores: Stavros Petridis, Maja Pantic
Publicado en: 2016 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2016, Página(s) 2304-2308, ISBN 978-1-4799-9988-0
Editor: IEEE
DOI: 10.1109/ICASSP.2016.7472088

Cross lingual speech emotion recognition using canonical correlation analysis on principal component subspace

Autores: Hesam Sagha, Jun Deng, Maryna Gavryukova, Jing Han, Bjorn Schuller
Publicado en: 2016 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2016, Página(s) 5800-5804, ISBN 978-1-4799-9988-0
Editor: IEEE
DOI: 10.1109/ICASSP.2016.7472789

Adieu features? End-to-end speech emotion recognition using a deep convolutional recurrent network

Autores: George Trigeorgis, Fabien Ringeval, Raymond Brueckner, Erik Marchi, Mihalis A. Nicolaou, Bjorn Schuller, Stefanos Zafeiriou
Publicado en: 2016 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2016, Página(s) 5200-5204, ISBN 978-1-4799-9988-0
Editor: IEEE
DOI: 10.1109/ICASSP.2016.7472669

Multimodal Sentiment Analysis in the Wild: Ethical considerations on Data Collection, Annotation, and Exploitation

Autores: Björn Schuller, Jean-Gabriel Ganascia, Laurence Devillers
Publicado en: In Proceedings of the Workshop on ETHics in Corpus Collection, Annotation, and Application, satellite of the 10th Language Resources and Evaluation Conference, 2016
Editor: semanticscholar

Enhanced semi-supervised learning for multimodal emotion recognition

Autores: Zixing Zhang, Fabien Ringeval, Bin Dong, Eduardo Coutinho, Erik Marchi, Bjorn Schuller
Publicado en: 2016 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2016, Página(s) 5185-5189, ISBN 978-1-4799-9988-0
Editor: IEEE
DOI: 10.1109/ICASSP.2016.7472666

Empirical Mode Decomposition: A Data-Enrichment Perspective on Speech Emotion Recognition

Autores: B. Dong, Z. Zhang, and B. Schuller.
Publicado en: n Proceedings of the 6th International Workshop on Emotion and Sentiment Analysis, 2016
Editor: tangsoo

A Framework for Joint Estimation and Guided Annotation of Facial Action Unit Intensity

Autores: Robert Walecki, Ognjen Rudovic, Maja Pantic, Vladimir Pavlovic, Jeffrey F. Cohn
Publicado en: 2016 IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), 2016, Página(s) 1460-1468, ISBN 978-1-5090-1437-8
Editor: IEEE
DOI: 10.1109/CVPRW.2016.183

Towards a Common Linked Data Model for Sentiment and Emotion Analysis

Autores: J. Sanchez-Rada, B. Schuller, V. Patti, P. Buitelaar, G. Vulcu, F. Burkhardt, C. Clavel, M. Petychakis, and C. A. Iglesias
Publicado en: In Proceedings of the 6th International Workshop on Emotion and Sentiment Analysis (ESA 2016), 2016
Editor: ESA

Gaussian Process Domain Experts for Model Adaptation in Facial Behavior Analysis

Autores: Stefanos Eleftheriadis, Ognjen Rudovic, Marc P. Deisenroth, Maja Pantic
Publicado en: 2016 IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), 2016, Página(s) 1469-1477, ISBN 978-1-5090-1437-8
Editor: IEEE
DOI: 10.1109/cvprw.2016.184

7 Essential Principles to Make Multimodal Sentiment Analysis Work in the Wild

Autores: Bjorn Schuller
Publicado en: Proceedings of the 4th Workshop on Sentiment Analysis where AI meets Psychology (SAAIP 2016), IJCAI 2016, 2016
Editor: semanticscholar

Discriminatively trained recurrent neural networks for continuous dimensional emotion recognition from audio

Autores: F. Weninger, F. Ringeval, E. Marchi, and B. Schuller
Publicado en: IJCAI'16 Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016, ISBN 978-1-57735-770-4
Editor: AAAI Press ©2016

At the Border of Acoustics and Linguistics: Bag-of-Audio-Words for the Recognition of Emotions in Speech

Autores: Maximilian Schmitt, Fabien Ringeval, Björn Schuller
Publicado en: Interspeech 2016, 2016, Página(s) 495-499
Editor: ISCA
DOI: 10.21437/Interspeech.2016-1124

Facing Realism in Spontaneous Emotion Recognition from Speech: Feature Enhancement by Autoencoder with LSTM Neural Networks

Autores: Zixing Zhang, Fabien Ringeval, Jing Han, Jun Deng, Erik Marchi, Björn Schuller
Publicado en: Interspeech 2016, 2016, Página(s) 3593-3597
Editor: ISCA
DOI: 10.21437/Interspeech.2016-998

Towards Cross-lingual Automatic Diagnosis of Autism Spectrum Condition in Children's Voices

Autores: Maximilian Schmitt ; Erik Marchi ; Fabien Ringeval ; Bjoern Schuller
Publicado en: Speech Communication; 12. ITG Symposium, 2016, ISBN 978-3-8007-4275-2
Editor: VDE

A Bag-of-Audio-Words Approach for Snore Sounds’ Excitation Localisation

Autores: Maximilian Schmitt Christoph Janott Vedhas Pandit Kun Qian Clemens Heiser Werner Hemmert Bjoern Schuller
Publicado en: Speech Communication; 12. ITG Symposium, 2016, ISBN 978-3-8007-4275-2
Editor: VDE

The University of Passau Open Emotion Recognition System for the Multimodal Emotion Challenge

Autores: Jun Deng, Nicholas Cummins, Jing Han, Xinzhou Xu, Zhao Ren, Vedhas Pandit, Zixing Zhang, Björn Schuller
Publicado en: In Proceedings of the 7th Chinese Conference on Pattern Recognition System for the Multimodal Emotion Challenge,, 2016, Página(s) 652-666
Editor: Springer Singapore
DOI: 10.1007/978-981-10-3005-5_54

TensorLy: Tensor Learning in Python.

Autores: Jean Kossaifi, Yannis Panagakis, Anima Anandkumar, Maja Pantic
Publicado en: NIPS Tensor-Learn Workshop, 2016
Editor: NIPS

From Hard to Soft - Towards more Human-like Emotion Recognition by Modelling the Perception Uncertainty

Autores: Jing Han, Zixing Zhang, Maximilian Schmitt, Maja Pantic, Björn Schuller
Publicado en: Proceedings of the 2017 ACM on Multimedia Conference - MM '17, 2017, Página(s) 890-897, ISBN 9781-450349062
Editor: ACM Press
DOI: 10.1145/3123266.3123383

Recognising Guitar Effects – Which Acoustic Features Really Matter?

Autores: Schmitt, Maximilian AND Schuller, Björn
Publicado en: INFORMATIK 2017, 2017, Página(s) 177-190
Editor: Gesellschaft für Informatik

“You sound ill, take the day off”: Automatic recognition of speech affected by upper respiratory tract infection

Autores: Nicholas Cummins, Maximilian Schmitt, Shahin Amiriparian, Jarek Krajewski, Bjorn Schuller
Publicado en: 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017, Página(s) 3806-3809, ISBN 978-1-5090-2809-2
Editor: IEEE
DOI: 10.1109/EMBC.2017.8037686

Enhancing LSTM RNN-Based Speech Overlap Detection by Artificially Mixed Data

Autores: G. Hagerer, V. Pandit, F. Eyben, and B. Schuller
Publicado en: In Proceedings AES 56th International Conference on Semantic Audio, 2017
Editor: AES

FERA 2017 - Addressing Head Pose in the Third Facial Expression Recognition and Analysis Challenge

Autores: Michel F. Valstar, Enrique Sanchez-Lozano, Jeffrey F. Cohn, Laszlo A. Jeni, Jeffrey M. Girard, Zheng Zhang, Lijun Yin, Maja Pantic
Publicado en: 2017 12th IEEE International Conference on Automatic Face & Gesture Recognition (FG 2017), 2017, Página(s) 839-847, ISBN 978-1-5090-4023-0
Editor: IEEE
DOI: 10.1109/FG.2017.107

Deep Structured Learning for Facial Action Unit Intensity Estimation

Autores: Robert Walecki, Ognjen Rudovic, Vladimir Pavlovic, Bjoern Schuller, Maja Pantic
Publicado en: 2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2017, Página(s) 5709-5718, ISBN 978-1-5386-0457-1
Editor: IEEE
DOI: 10.1109/CVPR.2017.605

Multi-Instance Dynamic Ordinal Random Fields for Weakly-Supervised Pain Intensity Estimation

Autores: Adria Ruiz, Ognjen Rudovic, Xavier Binefa, Maja Pantic
Publicado en: 2017, Página(s) 171-186
Editor: Springer International Publishing
DOI: 10.1007/978-3-319-54184-6_11

Variational Gaussian Process Auto-Encoder for Ordinal Prediction of Facial Action Units

Autores: Stefanos Eleftheriadis, Ognjen Rudovic, Marc Peter Deisenroth, Maja Pantic
Publicado en: 2017, Página(s) 154-170, ISBN 978-3-319-54183-9
Editor: Springer International Publishing
DOI: 10.1007/978-3-319-54184-6_10

AVEC 2017 - Real-life Depression, and Affect Recognition Workshop and Challenge

Autores: Fabien Ringeval, Maja Pantic, Björn Schuller, Michel Valstar, Jonathan Gratch, Roddy Cowie, Stefan Scherer, Sharon Mozgai, Nicholas Cummins, Maximilian Schmitt
Publicado en: Proceedings of the 7th Annual Workshop on Audio/Visual Emotion Challenge - AVEC '17, 2017, Página(s) 3-9, ISBN 9781-450355025
Editor: ACM Press
DOI: 10.1145/3133944.3133953

Affective Image Content Analysis: A Comprehensive Survey

Autores: Sicheng Zhao, Guiguang Ding, Qingming Huang, Tat-Seng Chua, Björn W. Schuller, Kurt Keutzer
Publicado en: Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018, Página(s) 5534-5541, ISBN 9780-999241127
Editor: International Joint Conferences on Artificial Intelligence Organization
DOI: 10.24963/ijcai.2018/780

Face Reading from Speech - Predicting Facial Action Units from Audio Cues

Autores: F. Ringeval, E. Marchi, M. Mehu, K. Scherer, B. Schuller
Publicado en: INTERSPEECH 2015, 2015, ISSN 1990-9770
Editor: Proceedings of INTERSPEECH 2015, 16th Annual Conference of the International Speech Communication Association (ISCA) 2015

Neural conditional ordinal random fields for agreement level estimation

Autores: Nemanja Rakicevic, Ognjen Rudovic, Stavros Petridis, Maja Pantic
Publicado en: 2015 International Conference on Affective Computing and Intelligent Interaction (ACII), 2015, Página(s) 885-890, ISBN 978-1-4799-9953-8
Editor: IEEE
DOI: 10.1109/ACII.2015.7344679

Sentiment apprehension in human-robot interaction with NAO

Autores: Jie Shen, Ognjen Rudovic, Shiyang Cheng, Maja Pantic
Publicado en: 2015 International Conference on Affective Computing and Intelligent Interaction (ACII), 2015, Página(s) 867-872, ISBN 978-1-4799-9953-8
Editor: IEEE
DOI: 10.1109/ACII.2015.7344676

Variable-state latent conditional random fields for facial expression recognition and action unit detection

Autores: Robert Walecki, Ognjen Rudovic, Vladimir Pavlovic, Maja Pantic
Publicado en: 2015 11th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition (FG), 2015, Página(s) 1-8, ISBN 978-1-4799-6026-2
Editor: IEEE
DOI: 10.1109/FG.2015.7163137

Latent trees for estimating intensity of Facial Action Units

Autores: Sebastian Kaltwang, Sinisa Todorovic, Maja Pantic
Publicado en: 2015 IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2015, Página(s) 296-304, ISBN 978-1-4673-6964-0
Editor: IEEE
DOI: 10.1109/CVPR.2015.7298626

Fast and exact bi-directional fitting of active appearance models

Autores: Jean Kossaifi, Georgios Tzimiropoulos, Maja Pantic
Publicado en: 2015 IEEE International Conference on Image Processing (ICIP), 2015, Página(s) 1135-1139, ISBN 978-1-4799-8339-1
Editor: IEEE
DOI: 10.1109/ICIP.2015.7350977

Cross-language acoustic emotion recognition: An overview and some tendencies

Autores: Silvia Monica Feraru, Dagmar Schuller, Bjdrn Schuller
Publicado en: 2015 International Conference on Affective Computing and Intelligent Interaction (ACII), 2015, Página(s) 125-131, ISBN 978-1-4799-9953-8
Editor: IEEE
DOI: 10.1109/ACII.2015.7344561

Detection of negative emotions in speech signals using bags-of-audio-words

Autores: Florian B. Pokorny, Franz Graf, Franz Pernkopf, Bjorn W. Schuller
Publicado en: 2015 International Conference on Affective Computing and Intelligent Interaction (ACII), 2015, Página(s) 879-884, ISBN 978-1-4799-9953-8
Editor: IEEE
DOI: 10.1109/ACII.2015.7344678

Modelling User Affect and Sentiment in Intelligent User Interfaces - A Tutorial Overview

Autores: Björn W. Schuller
Publicado en: Proceedings of the 20th International Conference on Intelligent User Interfaces - IUI '15, 2015, Página(s) 443-446, ISBN 9781-450333061
Editor: ACM Press
DOI: 10.1145/2678025.2716265

AV+EC 2015 - The First Affect Recognition Challenge Bridging Across Audio, Video, and Physiological Data

Autores: Fabien Ringeval, Björn Schuller, Michel Valstar, Shashank Jaiswal, Erik Marchi, Denis Lalanne, Roddy Cowie, Maja Pantic
Publicado en: Proceedings of the 5th International Workshop on Audio/Visual Emotion Challenge - AVEC '15, 2015, Página(s) 3-8, ISBN 9781-450337434
Editor: ACM Press
DOI: 10.1145/2808196.2811642

Summary for AVEC 2016 - Depression, Mood, and Emotion Recognition Workshop and Challenge

Autores: Michel Valstar, Jonathan Gratch, Björn Schuller, Fabien Ringeval, Roddy Cowie, Maja Pantic
Publicado en: Proceedings of the 2016 ACM on Multimedia Conference - MM '16, 2016, Página(s) 1483-1484, ISBN 9781-450336031
Editor: ACM Press
DOI: 10.1145/2964284.2980532

AVEC 2016 - Depression, Mood, and Emotion Recognition Workshop and Challenge

Autores: Michel Valstar, Maja Pantic, Jonathan Gratch, Björn Schuller, Fabien Ringeval, Dennis Lalanne, Mercedes Torres Torres, Stefan Scherer, Giota Stratou, Roddy Cowie
Publicado en: Proceedings of the 6th International Workshop on Audio/Visual Emotion Challenge - AVEC '16, Edición October 2016, 2016, Página(s) 3-10, ISBN 9781-450345163
Editor: ACM Press
DOI: 10.1145/2988257.2988258

Deep Structured Ordinal Regression for Facial Action Unit Intensity Estimation

Autores: R. Walecki, O. Rudovic, V. Pavlovic, B. Schueller, M. Pantic
Publicado en: Proceedings of the conference on Computer Vision and Pattern Recognition, Edición July 2017, 2017
Editor: IEEE

Temporal Archetypal Analysis for Action Segmentation

Autores: Eftychia Fotiadou, Yiannis Panagakis, Maja Pantic
Publicado en: 2017 12th IEEE International Conference on Automatic Face & Gesture Recognition (FG 2017), 2017, Página(s) 490-496, ISBN 978-1-5090-4023-0
Editor: IEEE
DOI: 10.1109/FG.2017.66

Prediction-based learning for continuous emotion recognition in speech

Autores: Jing Han, Zixing Zhang, Fabien Ringeval, Bjorn Schuller
Publicado en: 2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Edición March 2017, 2017, Página(s) 5005-5009, ISBN 978-1-5090-4117-6
Editor: IEEE
DOI: 10.1109/ICASSP.2017.7953109

Reconstruction-error-based learning for continuous emotion recognition in speech

Autores: Jing Han, Zixing Zhang, Fabien Ringeval, Bjorn Schuller
Publicado en: 2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2017, Página(s) 2367-2371, ISBN 978-1-5090-4117-6
Editor: IEEE
DOI: 10.1109/ICASSP.2017.7952580

Audio-visual object localization and separation using low-rank and sparsity

Autores: Jie Pu, Yannis Panagakis, Stavros Petridis, Maja Pantic
Publicado en: 2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2017, Página(s) 2901-2905, ISBN 978-1-5090-4117-6
Editor: IEEE
DOI: 10.1109/ICASSP.2017.7952687

End-to-end visual speech recognition with LSTMS

Autores: Stavros Petridis, Zuwei Li, Maja Pantic
Publicado en: 2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Edición 2017, 2017, Página(s) 2592-2596, ISBN 978-1-5090-4117-6
Editor: IEEE
DOI: 10.1109/ICASSP.2017.7952625

You sound ill, take the day off: Classification of speech affected by Upper Respiratory Tract Infection

Autores: N. Cummins, M. Schmitt, S. Amiriparian, J. Krajewski, and B. Schuller
Publicado en: Proceedings of International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC), 2017
Editor: IEEE

A Copula Ordinal Regression Framework for Joint Estimation of Facial Action Unit Intensity

Autores: Robert Walecki, Ognjen Rudovic, Vladimir Pavlovic, Maja Pantic
Publicado en: IEEE Transactions on Affective Computing, 2018, Página(s) 1-1, ISSN 1949-3045
Editor: Institute of Electrical and Electronics Engineers
DOI: 10.1109/TAFFC.2017.2728534

AFEW-VA database for valence and arousal estimation in-the-wild

Autores: Jean Kossaifi, Georgios Tzimiropoulos, Sinisa Todorovic, Maja Pantic
Publicado en: Image and Vision Computing, Edición 65, 2017, Página(s) 23-36, ISSN 0262-8856
Editor: Elsevier BV
DOI: 10.1016/j.imavis.2017.02.001

Discrimination Between Native and Non-Native Speech Using Visual Features Only

Autores: Christos Georgakis, Stavros Petridis, Maja Pantic
Publicado en: IEEE Transactions on Cybernetics, Edición 46/12, 2016, Página(s) 2758-2771, ISSN 2168-2267
Editor: IEEE Advancing Technology for Humanity
DOI: 10.1109/TCYB.2015.2488592

Doubly Sparse Relevance Vector Machine for Continuous Facial Behavior Estimation

Autores: Sebastian Kaltwang, Sinisa Todorovic, Maja Pantic
Publicado en: IEEE Transactions on Pattern Analysis and Machine Intelligence, Edición 38/9, 2016, Página(s) 1748-1761, ISSN 0162-8828
Editor: Institute of Electrical and Electronics Engineers
DOI: 10.1109/TPAMI.2015.2501824

Continuous Estimation of Emotions in Speech by Dynamic Cooperative Speaker Models

Autores: Arianna Mencattini, Eugenio Martinelli, Fabien Ringeval, Bjorn Schuller, Corrado Di Natale
Publicado en: IEEE Transactions on Affective Computing, Edición 8/3, 2017, Página(s) 314-327, ISSN 1949-3045
Editor: Institute of Electrical and Electronics Engineers
DOI: 10.1109/TAFFC.2016.2531664

Discriminant Incoherent Component Analysis

Autores: Christos Georgakis, Yannis Panagakis, Maja Pantic
Publicado en: IEEE Transactions on Image Processing, Edición 25/5, 2016, Página(s) 2021-2034, ISSN 1057-7149
Editor: Institute of Electrical and Electronics Engineers
DOI: 10.1109/TIP.2016.2539502

openXBOW - Introducing the Passau Open-Source Crossmodal Bag-of-Words Toolkit

Autores: Schmitt, Maximilian; Schuller, Björn W.
Publicado en: The Journal of Machine Learning Research, Edición 16, 2016, Página(s) Volume 18 Edición 1, January 2017, pages 3370-3374, ISSN 1532-4435
Editor: MIT Press

Robust Correlated and Individual Component Analysis

Autores: Yannis Panagakis, Mihalis A. Nicolaou, Stefanos Zafeiriou, Maja Pantic
Publicado en: IEEE Transactions on Pattern Analysis and Machine Intelligence, Edición 38/8, 2016, Página(s) 1665-1678, ISSN 0162-8828
Editor: Institute of Electrical and Electronics Engineers
DOI: 10.1109/TPAMI.2015.2497700

Behavioral cues help predict impact of advertising on future sales

Autores: Gábor Szirtes, Javier Orozco, István Petrás, Dániel Szolgay, Ákos Utasi, Jeffrey F. Cohn
Publicado en: Image and Vision Computing, Edición 65, 2017, Página(s) 49-57, ISSN 0262-8856
Editor: Elsevier BV
DOI: 10.1016/j.imavis.2017.03.002

Variable-state Latent Conditional Random Field models for facial expression analysis

Autores: Robert Walecki, Ognjen Rudovic, Vladimir Pavlovic, Maja Pantic
Publicado en: Image and Vision Computing, Edición 58, 2017, Página(s) 25-37, ISSN 0262-8856
Editor: Elsevier BV
DOI: 10.1016/j.imavis.2016.04.009

Multi-Instance Dynamic Ordinal Random Fields for Weakly Supervised Facial Behavior Analysis

Autores: Adria Ruiz, Ognjen Rudovic, Xavier Binefa, Maja Pantic
Publicado en: IEEE Transactions on Image Processing, Edición 27/8, 2018, Página(s) 3969-3982, ISSN 1057-7149
Editor: Institute of Electrical and Electronics Engineers
DOI: 10.1109/TIP.2018.2830189

Gaussian Process Domain Experts for Modeling of Facial Affect

Autores: Stefanos Eleftheriadis, Ognjen Rudovic, Marc Peter Deisenroth, Maja Pantic
Publicado en: IEEE Transactions on Image Processing, Edición 26/10, 2017, Página(s) 4697-4711, ISSN 1057-7149
Editor: Institute of Electrical and Electronics Engineers
DOI: 10.1109/TIP.2017.2721114

Nonnegative Decompositions for Dynamic Visual Data Analysis

Autores: Lazaros Zafeiriou, Yannis Panagakis, Maja Pantic, Stefanos Zafeiriou
Publicado en: IEEE Transactions on Image Processing, Edición 26/12, 2017, Página(s) 5603-5617, ISSN 1057-7149
Editor: Institute of Electrical and Electronics Engineers
DOI: 10.1109/TIP.2017.2735186

A survey of multimodal sentiment analysis

Autores: Mohammad Soleymani, David Garcia, Brendan Jou, Björn Schuller, Shih-Fu Chang, Maja Pantic
Publicado en: Image and Vision Computing, Edición 65, 2017, Página(s) 3-14, ISSN 0262-8856
Editor: Elsevier BV
DOI: 10.1016/j.imavis.2017.08.003

Automatic Analysis of Facial Actions: A Survey

Autores: Brais Martinez, Michel F. Valstar, Bihan Jiang, Maja Pantic
Publicado en: IEEE Transactions on Affective Computing, 2017, Página(s) 1-1, ISSN 1949-3045
Editor: Institute of Electrical and Electronics Engineers
DOI: 10.1109/TAFFC.2017.2731763

Leveraging Unlabeled Data for Emotion Recognition With Enhanced Collaborative Semi-Supervised Learning

Autores: Zixing Zhang, Jing Han, Jun Deng, Xinzhou Xu, Fabien Ringeval, Bjorn Schuller
Publicado en: IEEE Access, Edición 6, 2018, Página(s) 22196-22209, ISSN 2169-3536
Editor: Institute of Electrical and Electronics Engineers Inc.
DOI: 10.1109/ACCESS.2018.2821192

Fast and Exact Newton and Bidirectional Fitting of Active Appearance Models

Autores: Jean Kossaifi, Georgios Tzimiropoulos, Maja Pantic
Publicado en: IEEE Transactions on Image Processing, Edición 26/2, 2017, Página(s) 1040-1053, ISSN 1057-7149
Editor: Institute of Electrical and Electronics Engineers
DOI: 10.1109/TIP.2016.2642828

Fast Algorithms for Fitting Active Appearance Models to Unconstrained Images

Autores: Georgios Tzimiropoulos, Maja Pantic
Publicado en: International Journal of Computer Vision, Edición 122/1, 2017, Página(s) 17-33, ISSN 0920-5691
Editor: Kluwer Academic Publishers
DOI: 10.1007/s11263-016-0950-1

Robust statistical frontalization of human and animal faces

Autores: Sagonas, Christos; Panagakis, Yannis; Zafeiriou, Stefanos; Pantic, Maja
Publicado en: urn:issn:0920-5691, Edición 3, 2016, ISSN 0920-5691
Editor: Kluwer Academic Publishers
DOI: 10.13039/501100000761

300 Faces In-The-Wild Challenge: database and results

Autores: Christos Sagonas, Epameinondas Antonakos, Georgios Tzimiropoulos, Stefanos Zafeiriou, Maja Pantic
Publicado en: Image and Vision Computing, Edición 47, 2016, Página(s) 3-18, ISSN 0262-8856
Editor: Elsevier BV
DOI: 10.1016/j.imavis.2016.01.002

An array of physical sensors and an adaptive regression strategy for emotion recognition in a noisy scenario

Autores: Francesco Mosciano, Arianna Mencattini, Fabien Ringeval, Björn Schuller, Eugenio Martinelli, Corrado Di Natale
Publicado en: Sensors and Actuators A: Physical, Edición 267, 2017, Página(s) 48-59, ISSN 0924-4247
Editor: Elsevier BV
DOI: 10.1016/j.sna.2017.09.056

End-to-End Multimodal Emotion Recognition Using Deep Neural Networks

Autores: Panagiotis Tzirakis, George Trigeorgis, Mihalis A. Nicolaou, Bjorn W. Schuller, Stefanos Zafeiriou
Publicado en: IEEE Journal of Selected Topics in Signal Processing, Edición 11/8, 2017, Página(s) 1301-1309, ISSN 1932-4553
Editor: Institute of Electrical and Electronics Engineers
DOI: 10.1109/JSTSP.2017.2764438

Connecting Subspace Learning and Extreme Learning Machine in Speech Emotion Recognition

Autores: Xinzhou Xu, Jun Deng, Eduardo Coutinho, Chen Wu, Li Zhao, Bjorn W. Schuller
Publicado en: IEEE Transactions on Multimedia, 2018, Página(s) 1-1, ISSN 1520-9210
Editor: Institute of Electrical and Electronics Engineers
DOI: 10.1109/TMM.2018.2865834

Prediction-based Audiovisual Fusion for Classification of Non-Linguistic Vocalisations

Autores: Stavros Petridis, Maja Pantic
Publicado en: IEEE Transactions on Affective Computing, 2016, Página(s) 1-1, ISSN 1949-3045
Editor: Institute of Electrical and Electronics Engineers
DOI: 10.1109/TAFFC.2015.2446462

Probabilistic Slow Features for Behavior Analysis

Autores: Lazaros Zafeiriou, Mihalis A. Nicolaou, Stefanos Zafeiriou, Symeon Nikitidis, Maja Pantic
Publicado en: IEEE Transactions on Neural Networks and Learning Systems, 2016, Página(s) 1-1, ISSN 2162-237X
Editor: IEEE Computational Intelligence Society
DOI: 10.1109/TNNLS.2015.2435653

The Conflict Escalation Resolution (CONFER) Database

Autores: Christos Georgakis, Yannis Panagakis, Stefanos Zafeiriou, Maja Pantic
Publicado en: Image and Vision Computing, 2016, ISSN 0262-8856
Editor: Elsevier BV
DOI: 10.1016/j.imavis.2016.12.001

Dynamic Behavior Analysis via Structured Rank Minimization

Autores: Christos Georgakis, Yannis Panagakis, Maja Pantic
Publicado en: International Journal of Computer Vision, 2016, Página(s) 1-25, ISSN 0920-5691
Editor: Kluwer Academic Publishers
DOI: 10.1007/s11263-016-0985-3

Strength modelling for real-worldautomatic continuous affect recognition from audiovisual signals

Autores: Jing Han, Zixing Zhang, Nicholas Cummins, Fabien Ringeval, Björn Schuller
Publicado en: Image and Vision Computing, 2016, ISSN 0262-8856
Editor: Elsevier BV
DOI: 10.1016/j.imavis.2016.11.020

Speech Analysis in the Big Data Era

Autores: Björn W. Schuller
Publicado en: Text, Speech, and Dialogue, 2015, Página(s) 3-11, ISBN 978-3-319-24033-6
Editor: Springer International Publishing
DOI: 10.1007/978-3-319-24033-6_1

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