2014 JMLR Gesture

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.

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.

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.

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.

Kester Duncan, Finding Recurrent Patterns from Continuous Sign Language Sentences for Automated Extraction of Signs, Journal of Machine Learning Research 13 (2012) 2589-2615.

Yui Man Lui, Human Gesture Recognition on Product Manifolds, Journal of Machine Learning Research 13 (2012) 3297-3321.

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.

Norberto Goussies, Sebastián Ubalde, and Marta Mejail, Transfer Learning Decision Forests for Gesture Recognition, Journal of Machine Learning Research 15 (2014) 3847-3870.

Ifeoma Nwogu and Manavender Malgireddy, Language-Motivated Approaches to Action Recognition, Journal of Machine Learning Research 14 (2013) 2189-2212.

Sean Ryan Fanello and Ilaria Gori, Keep It Simple and Sparse: Real-Time Action Recognition, Journal of Machine Learning Research 14 (2013) 2617-2640.

Jun Wan, One-shot Learning Gesture Recognition from RGB-D Data Using Bag-of-Features, Journal of Machine Learning Research 14 (2013) 2549-2582.

Jakub Konečný and Michal Hagara, One-Shot-Learning Gesture Recognition using HOG-HOF Features, Journal of Machine Learning Research 15 (2014) 2513-2532.

Feng Jiang, Multi-layered Hand Gesture Recognition with Kinect, Journal of Machine Learning Research 16 (2015) 227-254.

Jiaxiang Wu and Jian Cheng, Bayesian Co-Boosting for Multi-modal Gesture Recognition, Journal of Machine Learning Research 15 (2014) 3013-3036.

Nicholas Gillian and Joseph Paradiso, The Gesture Recognition Toolkit, Journal of Machine Learning Research 15 (2014) 3483-3487.

Long-Van Nguyen-Dinh, Robust Online Gesture Recognition with Crowdsourced Annotations, Journal of Machine Learning Research 15 (2014) 3187-3220.

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. 

Sergio Escalera, Vassilis Athitsos, Isabelle Guyon, Challenges in multimodal gesture recognition, Journal of Machine Learning Research, vol. 17, pp. 1-54, 2016.