ChaLearn Looking at People: IsoGD and ConGD Large-scale RGB-D Gesture Recognition
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Sergio Escalera | Jun Wan | Gholamreza Anbarjafari | Qiguang Miao | Guodong Guo | Stan Z. Li | Isabelle Guyon | Longyin Wen | Chi Lin | Yunan Li
[1] Wei Li,et al. One-shot learning gesture recognition from RGB-D data using bag of features , 2013, J. Mach. Learn. Res..
[2] Fei-Fei Li,et al. Large-Scale Video Classification with Convolutional Neural Networks , 2014, 2014 IEEE Conference on Computer Vision and Pattern Recognition.
[3] Pichao Wang,et al. Large-Scale Multimodal Gesture Recognition Using Heterogeneous Networks , 2017, 2017 IEEE International Conference on Computer Vision Workshops (ICCVW).
[4] Sergio Escalera,et al. ChaLearn looking at people 2015 new competitions: Age estimation and cultural event recognition , 2015, 2015 International Joint Conference on Neural Networks (IJCNN).
[5] Sergio Escalera,et al. Challenges in multimodal gesture recognition , 2016, J. Mach. Learn. Res..
[6] Zhi Zhang,et al. Gesture Recognition Using Enhanced Depth Motion Map and Static Pose Map , 2017, 2017 12th IEEE International Conference on Automatic Face & Gesture Recognition (FG 2017).
[7] Sergio Escalera,et al. Action Recognition from RGB-D Data: Comparison and Fusion of Spatio-Temporal Handcrafted Features and Deep Strategies , 2017, 2017 IEEE International Conference on Computer Vision Workshops (ICCVW).
[8] Sergio Escalera,et al. ChaLearn multi-modal gesture recognition 2013: grand challenge and workshop summary , 2013, ICMI '13.
[9] Xin Xu,et al. Large-scale gesture recognition with a fusion of RGB-D data based on optical flow and the C3D model , 2019, Pattern Recognit. Lett..
[10] Xin Xu,et al. Multimodal Gesture Recognition Based on the ResC3D Network , 2017, 2017 IEEE International Conference on Computer Vision Workshops (ICCVW).
[11] Xin Xu,et al. Large-scale gesture recognition with a fusion of RGB-D data based on the C3D model , 2016, 2016 23rd International Conference on Pattern Recognition (ICPR).
[12] Lorenzo Torresani,et al. Learning Spatiotemporal Features with 3D Convolutional Networks , 2014, 2015 IEEE International Conference on Computer Vision (ICCV).
[13] Luca Maria Gambardella,et al. Max-pooling convolutional neural networks for vision-based hand gesture recognition , 2011, 2011 IEEE International Conference on Signal and Image Processing Applications (ICSIPA).
[14] Yoshua Bengio,et al. Learning long-term dependencies with gradient descent is difficult , 1994, IEEE Trans. Neural Networks.
[15] Oscar Koller,et al. Using Convolutional 3D Neural Networks for User-independent continuous gesture recognition , 2016, 2016 23rd International Conference on Pattern Recognition (ICPR).
[16] Ling Shao,et al. Learning Discriminative Representations from RGB-D Video Data , 2013, IJCAI.
[17] Hanqing Lu,et al. EgoGesture: A New Dataset and Benchmark for Egocentric Hand Gesture Recognition , 2018, IEEE Transactions on Multimedia.
[18] Juan Song,et al. Multimodal Gesture Recognition Using 3-D Convolution and Convolutional LSTM , 2017, IEEE Access.
[19] Richard Bowden,et al. Particle Filter Based Probabilistic Forced Alignment for Continuous Gesture Recognition , 2017, 2017 IEEE International Conference on Computer Vision Workshops (ICCVW).
[20] Bruce A. Draper,et al. Gesture Recognition: Focus on the Hands , 2018, 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition.
[21] Jürgen Schmidhuber,et al. Framewise phoneme classification with bidirectional LSTM and other neural network architectures , 2005, Neural Networks.
[22] Pichao Wang,et al. Depth Pooling Based Large-Scale 3-D Action Recognition With Convolutional Neural Networks , 2018, IEEE Transactions on Multimedia.
[23] Xilin Chen,et al. Two streams Recurrent Neural Networks for Large-Scale Continuous Gesture Recognition , 2016, 2016 23rd International Conference on Pattern Recognition (ICPR).
[24] Gholamreza Anbarjafari,et al. SASE: RGB-Depth Database for Human Head Pose Estimation , 2016, ECCV Workshops.
[25] Qiguang Miao,et al. Large-Scale Gesture Recognition With a Fusion of RGB-D Data Based on Saliency Theory and C3D Model , 2018, IEEE Transactions on Circuits and Systems for Video Technology.
[26] Jimmy Ba,et al. Adam: A Method for Stochastic Optimization , 2014, ICLR.
[27] Jun Wan,et al. Cooperative Training of Deep Aggregation Networks for RGB-D Action Recognition , 2018, AAAI.
[28] Luc Van Gool,et al. The Pascal Visual Object Classes (VOC) Challenge , 2010, International Journal of Computer Vision.
[29] Mieke Van Herreweghe,et al. Gesture and Sign Language Recognition with Temporal Residual Networks , 2017, 2017 IEEE International Conference on Computer Vision Workshops (ICCVW).
[30] Pichao Wang,et al. Scene Flow to Action Map: A New Representation for RGB-D Based Action Recognition with Convolutional Neural Networks , 2017, 2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).
[31] Chengqi Zhang,et al. Reinforced Self-Attention Network: a Hybrid of Hard and Soft Attention for Sequence Modeling , 2018, IJCAI.
[32] Michael S. Bernstein,et al. ImageNet Large Scale Visual Recognition Challenge , 2014, International Journal of Computer Vision.
[33] Ross B. Girshick,et al. Fast R-CNN , 2015, 1504.08083.
[34] Sergio Escalera,et al. Guest Editors' Introduction to the Special Issue on Multimodal Human Pose Recovery and Behavior Analysis , 2016, IEEE Trans. Pattern Anal. Mach. Intell..
[35] Isabelle Guyon,et al. Results and Analysis of the ChaLearn Gesture Challenge 2012 , 2012, WDIA.
[36] Sergio Escalera,et al. Dominant and Complementary Emotion Recognition From Still Images of Faces , 2018, IEEE Access.
[37] Yaser Sheikh,et al. OpenPose: Realtime Multi-Person 2D Pose Estimation Using Part Affinity Fields , 2018, IEEE Transactions on Pattern Analysis and Machine Intelligence.
[38] Jian Sun,et al. Deep Residual Learning for Image Recognition , 2015, 2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).
[39] Chengqi Zhang,et al. Bi-Directional Block Self-Attention for Fast and Memory-Efficient Sequence Modeling , 2018, ICLR.
[40] Tinne Tuytelaars,et al. Rank Pooling for Action Recognition , 2015, IEEE Transactions on Pattern Analysis and Machine Intelligence.
[41] Elena Mugellini,et al. ChAirGest: a challenge for multimodal mid-air gesture recognition for close HCI , 2013, ICMI '13.
[42] Sergio Escalera,et al. Changes in Facial Expression as Biometric: A Database and Benchmarks of Identification , 2018, 2018 13th IEEE International Conference on Automatic Face & Gesture Recognition (FG 2018).
[43] Andrew Zisserman,et al. Very Deep Convolutional Networks for Large-Scale Image Recognition , 2014, ICLR.
[44] Sergio Escalera,et al. ChaLearn Joint Contest on Multimedia Challenges Beyond Visual Analysis: An overview , 2016, 2016 23rd International Conference on Pattern Recognition (ICPR).
[45] Yifan Zhang,et al. Egocentric Gesture Recognition Using Recurrent 3D Convolutional Neural Networks with Spatiotemporal Transformer Modules , 2017, 2017 IEEE International Conference on Computer Vision (ICCV).
[46] Sergio Escalera,et al. ChaLearn Looking at People 2015: Apparent Age and Cultural Event Recognition Datasets and Results , 2015, 2015 IEEE International Conference on Computer Vision Workshop (ICCVW).
[47] Sergio Escalera,et al. ChaLearn Looking at People Challenge 2014: Dataset and Results , 2014, ECCV Workshops.
[48] E. Land,et al. Lightness and retinex theory. , 1971, Journal of the Optical Society of America.
[49] Jun Wan,et al. A Unified Framework for Multi-Modal Isolated Gesture Recognition , 2018, ACM Trans. Multim. Comput. Commun. Appl..
[50] Juan Song,et al. Learning Spatiotemporal Features Using 3DCNN and Convolutional LSTM for Gesture Recognition , 2017, 2017 IEEE International Conference on Computer Vision Workshops (ICCVW).
[51] Jürgen Schmidhuber,et al. Long Short-Term Memory , 1997, Neural Computation.
[52] Luca Antiga,et al. Automatic differentiation in PyTorch , 2017 .
[53] Yaser Sheikh,et al. Hand Keypoint Detection in Single Images Using Multiview Bootstrapping , 2017, 2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).
[54] Varun Ramakrishna,et al. Convolutional Pose Machines , 2016, 2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).
[55] Kaiming He,et al. Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks , 2015, IEEE Transactions on Pattern Analysis and Machine Intelligence.
[56] Jun Wan,et al. Explore Efficient Local Features from RGB-D Data for One-Shot Learning Gesture Recognition , 2016, IEEE Transactions on Pattern Analysis and Machine Intelligence.
[57] Kuldip K. Paliwal,et al. Bidirectional recurrent neural networks , 1997, IEEE Trans. Signal Process..
[58] Juan Song,et al. Large-scale Isolated Gesture Recognition using pyramidal 3D convolutional networks , 2016, 2016 23rd International Conference on Pattern Recognition (ICPR).
[59] Sergio Escalera,et al. Results and Analysis of ChaLearn LAP Multi-modal Isolated and Continuous Gesture Recognition, and Real Versus Fake Expressed Emotions Challenges , 2017, 2017 IEEE International Conference on Computer Vision Workshops (ICCVW).
[60] Sergio Escalera,et al. Multi-modal gesture recognition challenge 2013: dataset and results , 2013, ICMI '13.
[61] Sergio Escalera,et al. ChaLearn Looking at People 2015 challenges: Action spotting and cultural event recognition , 2015, 2015 IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW).
[62] Sergio Escalera,et al. Automatic Recognition of Facial Displays of Unfelt Emotions , 2017, IEEE Transactions on Affective Computing.
[63] Pichao Wang,et al. Large-Scale Multimodal Gesture Segmentation and Recognition Based on Convolutional Neural Networks , 2017, 2017 IEEE International Conference on Computer Vision Workshops (ICCVW).
[64] Pichao Wang,et al. Large-scale Continuous Gesture Recognition Using Convolutional Neural Networks , 2016, 2016 23rd International Conference on Pattern Recognition (ICPR).
[65] Juan Song,et al. Continuous Gesture Segmentation and Recognition Using 3DCNN and Convolutional LSTM , 2019, IEEE Transactions on Multimedia.
[66] Pi-Cheng Hsiu,et al. Learning Adaptive Hidden Layers for Mobile Gesture Recognition , 2018, AAAI.
[67] Geoffrey E. Hinton,et al. ImageNet classification with deep convolutional neural networks , 2012, Commun. ACM.
[68] Sergio Escalera,et al. Audio-Visual Emotion Recognition in Video Clips , 2019, IEEE Transactions on Affective Computing.
[69] Sergio Escalera,et al. ChaLearn Looking at People RGB-D Isolated and Continuous Datasets for Gesture Recognition , 2016, 2016 IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW).
[70] Xilin Chen,et al. Continuous Gesture Recognition with Hand-Oriented Spatiotemporal Feature , 2017, 2017 IEEE International Conference on Computer Vision Workshops (ICCVW).
[71] Cewu Lu,et al. RMPE: Regional Multi-person Pose Estimation , 2016, 2017 IEEE International Conference on Computer Vision (ICCV).
[72] Chen Zhu,et al. Vision Based Hand Gesture Recognition Using 3D Shape Context , 2018, 2018 IEEE International Conference on Robotics and Biomimetics (ROBIO).