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This paper reviews the historic of ChaLearn Looking at People (LAP) events.
Isabelle Guyon, Vassilis Athitsos, Pat Jangyodsuk, Hugo Jair Escalante. The ChaLearn Gesture Dataset CGD 2011, Machine Vision and Applications, (2014) Vol. 25(8):1929–1951
1951
Earlier work this paper cites.
Thomas B. Moeslund, Adrian Hilton, Volker Krüger, Leonid Sigal (Editors). Visual Analysis of Humans: Looking at People. Springer, 2011 edition
2011
Earlier work this paper cites.
Yang Wang, Duan Tran, Zicheng Liao, and David Forsyth, Discriminative Hierarchical Part-based Models for Human Parsing and Action Recognition, Journal of Machine Learning Research 13 (2012) 3075-3102
2012
Earlier work this paper cites.
Aleix Martinez and Shichuan Du, A Model of the Perception of Facial Expressions of Emotion by Humans: Research overview and perspectives, Journal of Machine Learning Research 13 (2012) 1589-1608
2012
Earlier work this paper cites.
Helen Cooper, Richard Bowden, Eng Jon Ong, and Nicolas Pugeault, Sign Language Recognition using Sub-Units, Journal of Machine Learning Research 13 (2012) 2205-2231
2012
Earlier work this paper cites.
Kester Duncan, Finding Recurrent Patterns from Continuous Sign Language Sentences for Automated Extraction of Signs, Journal of Machine Learning Research 13 (2012) 2589-2615
2012
Earlier work this paper cites.
Yui Man Lui, Human Gesture Recognition on Product Manifolds, Journal of Machine Learning Research 13 (2012) 3297-3321
2012
Earlier work this paper cites.
Isabelle Guyon, V. Athitsos, P. Jangyodsuk, H. J. Escalante, B. Hamner, Advances in Depth Image Analysis and Applications, Lecture Notes in Computer Science Volume 7854, Springer 2013, pp 186-204
2013
Earlier work this paper cites.
Sergio Escalera, Jordi Gonzàlez, Xavier Baró, Miguel Reyes, Oscar Lopés, Isabelle Guyon, Vassilis Athitsos, Hugo J. Escalante, Multi-modal Gesture Recognition Challenge 2013: Dataset and Results, Chalearn Multi-Modal Gesture Recognition Workshop, International Conference on Multimodal Interaction, ICMI, 2013
2013
Earlier work this paper cites.
Thad Starner, MAGIC Summoning: Towards automatic suggesting and testing of gestures with low probability of false positives during use, Journal of Machine Learning Research 14 (2013) 209-242
2013
Earlier work this paper cites.
Anastasios Roussos, Stavros Theodorakis, Vassilis Pitsikalis, and Petros Maragos, Dynamic Affine-Invariant Shape-Appearance Handshape Features and Classification in Sign Language Videos, Journal of Machine Learning Research 14 (2013) 1627-1663
2013
Earlier work this paper cites.
Ifeoma Nwogu and Manavender Malgireddy, Language-Motivated Approaches to Action Recognition, Journal of Machine Learning Research 14 (2013) 2189-2212
2013
Earlier work this paper cites.
Sean Ryan Fanello and Ilaria Gori, Keep It Simple and Sparse: Real-Time Action Recognition, Journal of Machine Learning Research 14 (2013) 2617-2640
2013
Earlier work this paper cites.
Jun Wan, One-shot Learning Gesture Recognition from RGB-D Data Using Bag-of-Features, Journal of Machine Learning Research 14 (2013) 2549-2582
2013
Earlier work this paper cites.
Jiaxiang Wu, Jian Cheng, Chaoyang Zhao and Hanqing Lu, Fusing Multi-modal Features for Gesture Recognition, ICMI 2013
2013
Earlier work this paper cites.
Sergio Escalera, Xavier Baró, Jordi Gonzàlez, Miguel A. Bautista, Meysam Madadi, Miguel Reyes, Víctor Ponce-López, Hugo J. Escalante, Jamie Shotton, Isabelle Guyon, ChaLearn Looking at People Challenge 2014: Dataset and Results, ECCV, 2014
2014
Earlier work this paper cites.
Norberto Goussies, Sebastián Ubalde, and Marta Mejail, Transfer Learning Decision Forests for Gesture Recognition, Journal of Machine Learning Research 15 (2014) 3847-3870
2014
Earlier work this paper cites.
Jakub Konečný and Michal Hagara, One-Shot-Learning Gesture Recognition using HOG-HOF Features, Journal of Machine Learning Research 15 (2014) 2513-2532
2014
Earlier work this paper cites.
Jiaxiang Wu and Jian Cheng, Bayesian Co-Boosting for Multi-modal Gesture Recognition, Journal of Machine Learning Research 15 (2014) 3013-3036
2014
Earlier work this paper cites.
Nicholas Gillian and Joseph Paradiso, The Gesture Recognition Toolkit, Journal of Machine Learning Research 15 (2014) 3483-3487
2014
Earlier work this paper cites.
Long-Van Nguyen-Dinh, Robust Online Gesture Recognition with Crowdsourced Annotations, Journal of Machine Learning Research 15 (2014) 3187-3220
2014
Earlier work this paper cites.
Zhuowei Cai,Limin Wang, Xiaojiang Peng, Multi-view Super Vector for Action Recognition, ECCV, 2014
2014
Cited alongside, same era.
Xiaojiang Peng, Limin Wang, Zhuowei Cai and Yu Qiao, Action and Gesture Temporal Spotting with Super Vector Representation, ECCV, 2014
2014
Cited alongside, same era.
Natalia Neverova, Christian Wolf, Graham W. Taylor and Florian Nebout, Multi-scale deep learning for gesture detection and localization, ECCV, 2014
2014
Cited alongside, same era.
Xavier Baro, Jordi Gonzalez, Junior Fabian, Miguel A. Bautista, Marc Oliu, Hugo J. Escalante, Isabelle Guyon, Sergio Escalera, ChaLearn Looking at People 2015 challenges: action spotting and cultural event recognition, CVPR workshops, 2015
2015
Cited alongside, same era.
Sergio Escalera, Junior Fabian, Pablo Pardo, Xavier Baró, Jordi Gonzàlez, Hugo J. Escalante, Dusan Misevic, Ulrich Steiner, Isabelle Guyon, ChaLearn Looking at People 2015: Apparent Age and Cultural Event Recognition datasets and results, ICCV, 2015
T. von Marcard, G. Pons-Moli, and B. Rosenhahn, Human Pose Estimation from Video and IMUs, IEEE Transactions on Pattern Analysis and Machine Intelligence (2016) 1533 - 1547
2016
Later among the works it cites.
C.A. Corneanu, M.O. Simón, J.F. Cohn, and S.E. Guerrero, Survey on RGB, 3D, Thermal, and Multimodal Approaches for Facial Expression Recognition: History, Trends, and Affect-Related Applications, IEEE Transactions on Pattern Analysis and Machine Intelligence (2016) 1548 - 1568
2016
Later among the works it cites.
M. Sigalas, M. Pateraki, and P. Trahanias, Full-Body Pose Tracking - The Top View Reprojection Approach, IEEE Transactions on Pattern Analysis and Machine Intelligence (2016) 1569 - 1582
2016
Later among the works it cites.
D. Wu, L. Pigou, P.-J. Kindermans, N. D.-H. Le, L. Shao, J. Dambre, and J.-M. Odobez, Deep Dynamic Neural Networks for Multimodal Gesture Segmentation and Recognition, IEEE Transactions on Pattern Analysis and Machine Intelligence (2016) 1583 - 1597
2016
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2015
Cited alongside, same era.
Feng Jiang, Multi-layered Hand Gesture Recognition with Kinect, Journal of Machine Learning Research 16 (2015) 227-254
2015
Cited alongside, same era.
Vassilis Pitsikalis, Athanasios Katsamanis, Stavros Theodorakis, and Petros Maragos, Multimodal Gesture Recognition via Multiple Hypotheses Rescoring, Journal of Machine Learning Research 16 (2015) 255-284
2015
Cited alongside, same era.
Zhe Wang, Limin Wang, Wenbin Du, Qiao Yu, Exploring Fisher Vector and Deep Networks for Action Spotting, CVPR, 2015
2015
Cited alongside, same era.
Limin Wang, Zhe Wang, Wenbin Du, Qiao Yu, Object-Scene Convolutional Neural Networks for Event Recognition in Images, CVPR, 2015
2015
Cited alongside, same era.
Rasmus Rothe, Radu Timofte, Luc Van Gool, DEX: Deep EXpectation of apparent age from a single image, ICCV, 2015
2015
Cited alongside, same era.
Mengyi Liu, Xin Liu, Yan Li, Xilin Chen, Alexander Hauptmann, Shiguang Shan, Exploiting Feature Hierarchies with Convolutional Neural Networks for Cultural Event Recognition, ICCV, 2015
2015
Cited alongside, same era.
Sergio Escalera, Mercedes Torres Torres, Brais Martínez, Xavier Baró, Hugo Jair Escalante, Isabelle Guyon, Georgios Tzimiropoulos, Ciprian Corneanu, Marc Oliu, Mohammad Ali Bagheri, Michel Valstar, ChaLearn Looking at People and Faces of the World: Face Analysis Workshop and Challenge 2016, CVPR, 2016
2016
Cited alongside, same era.
Later among the works it cites.
C.F. Crispim-Junior, V. Buso, K. Avgerinakis, G. Meditskos, A. Briassouli, J. Benois-Pineau, I. (Yiannis) Kompatsiaris, and F. Brémond, Semantic Event Fusion of Different Visual Modality Concepts for Activity Recognition, IEEE Transactions on Pattern Analysis and Machine Intelligence (2016) 1598 - 1611
2016
Later among the works it cites.
J.Y. Chang, Nonparametric Feature Matching Based Conditional Random Fields for Gesture Recognition from Multi-Modal Video, IEEE Transactions on Pattern Analysis and Machine Intelligence (2016) 1612 - 1625
2016
Later among the works it cites.
J. Wan, G. Guo, and S.Z. Li, Explore Efficient Local Features from RGB-D Data for One-Shot Learning Gesture Recognition, IEEE Transactions on Pattern Analysis and Machine Intelligence (2016) 1626 - 1639
2016
Later among the works it cites.
R. Zhao and A.M. Martinez, Labeled Graph Kernel for Behavior Analysis, IEEE Transactions on Pattern Analysis and Machine Intelligence (2016) 1640 - 1650
2016
Later among the works it cites.
M. Yu, L. Liu, and L. Shao, Structure-Preserving Binary Representations for RGB-D Action Recognition, IEEE Transactions on Pattern Analysis and Machine Intelligence (2016) 1651 - 1664
2016
Later among the works it cites.
Y. Panagakis, M.A. Nicolaou, S. Zafeiriou, and M. Pantic, Robust Correlated and Individual Component Analysis, IEEE Transactions on Pattern Analysis and Machine Intelligence (2016) 1665 - 1678
2016
Later among the works it cites.
K.K. Roudposhti, U. Nunes, and J, Dias, Probabilistic Social Behavior Analysis by Exploring Body Motion-Based Patterns, IEEE Transactions on Pattern Analysis and Machine Intelligence (2016) 1679 - 1691
2016
Later among the works it cites.
N. Neverova, C. Wolf, G. Taylor, and F. Nebout, ModDrop: Adaptative Multi-Modal Gesture Recognition, IEEE Transactions on Pattern Analysis and Machine Intelligence (2016) 1692 - 1706
2016
Later among the works it cites.
X. Alameda-Pineda, J. Staiano, R. Subramanian, L. Batrinca, E. Ricci, B. Lepri, O. Lanz, and N. Sebe, SALSA: A Novel Dataset for Multimodal Group Behavior Analysis, IEEE Transactions on Pattern Analysis and Machine Intelligence (2016) 1707 - 1720
2016
Later among the works it cites.
Grigory Antipov, Moez Baccouche, Sid-Ahmed Berrani, Jean-Luc Dugelay, Apparent Age Estimation from Face Images Combining General and Children-Specialized Deep Learning Models, CVPR, 2016
2016
Later among the works it cites.
Chenghua Li, Qi Kang, Guojing Ge, Qiang Song, Hanqing Lu, Jian Cheng, DeepBE: Learning Deep Binary Encoding for Multi-Label Classification, CVPR, 2016
2016
Later among the works it cites.
Kaipeng Zhang, Lianzhi Tan, Zhifeng Li, Yu Qiao, Gender and Smile Classification using Deep Convolutional Neural Networks, CVPR, 2016
2016
Later among the works it cites.
Chen-Lin Zhang, Hao Zhang, Xiu-Shen Wei and Jianxin Wu, Deep Bimodal Regression for Apparent Personality Analysis, ECCV 2016
2016
Later among the works it cites.
Albert Ali Salah, Furkan Gürpinar, Heysem Kaya, Combining Deep Facial and Ambient Features with Audio for First Impression Estimation, ICPR, 2016
2016
Later among the works it cites.
Yunan Li, Kuan Tian, Yingying Fan, Xin Xu, Rui Li, Video Gesture Recognition with RGB-D-S Data Based on 3D Convolutional Networks, ICPR, 2016
2016
Later among the works it cites.
2016
Later among the works it cites.
H. J. Escalante, I. Guyon, S. Escalera, J. Jaques Jr., X. Baró, E. Viegas, Y. Güćlütürk, U.Güçlü, M. A. J. van Gerven, R. van Lier. Design of an Explainable Machine Learning Challenge for Video Interviews. Proceedings of IJCNN 2017
2017
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