ChaLearn Looking at People Challenge 2014: Dataset and Results

The pascal visual object classes (VOC) challenge

Everingham, M., Van Gool, L., Williams, C. K. I., Winn, J., & Zisserman, A. (2010) · International Journal of Computer Vision · doi:10.1007/s11263-009-0275-4 · Cited by 19,599

Learning realistic human actions from movies

Ivan Laptev, A., Marszałek, M., Schmid, C., & Rozenfeld, B. (2008) · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · doi:10.1109/cvpr.2008.4587756 · Cited by 3,481

Action Recognition with Improved Trajectories

Wang, H., & Schmid, C. (2013) · 2013 IEEE International Conference on Computer Vision · doi:10.1109/iccv.2013.441 · Cited by 3,407

Recognizing human actions: A local SVM approach

Schüldt, C., Laptev, I., & Barbara Caputo, B. (2004) · Cited by 2,908

2D Human Pose Estimation: New Benchmark and State of the Art Analysis

Andriluka, M., Pishchulin, L., Gehler, P., & Schiele, B. (2014) · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · doi:10.1109/cvpr.2014.471 · Cited by 2,699

Aggregating Local Image Descriptors into Compact Codes

Jegou, H., Perronnin, F., Douze, M., Sanchez, J., Perez, P., & Schmid, C. (2012) · IEEE Transactions on Pattern Analysis and Machine Intelligence · doi:10.1109/tpami.2011.235 · Cited by 1,503

Poselets: Body part detectors trained using 3D human pose annotations

Bourdev, L., & Malik, J. (2009) · 2009 IEEE 12th International Conference on Computer Vision · doi:10.1109/iccv.2009.5459303 · Cited by 961

Clustered Pose and Nonlinear Appearance Models for Human Pose Estimation

Johnson, S., & Everingham, M. (2010) · British Machine Vision Conference (BMVC) · doi:10.5244/c.24.12 · Cited by 870

Articulated Human Detection with Flexible Mixtures of Parts

Yang, Y., & Ramanan, D. (2012) · IEEE Transactions on Pattern Analysis and Machine Intelligence · doi:10.1109/tpami.2012.261 · Cited by 843

Progressive search space reduction for human pose estimation

Ferrari, V., Marín-Jiménez, M. J., & Zisserman, A. (2008) · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · doi:10.1109/cvpr.2008.4587468 · Cited by 613

Deep multimodal learning: a survey on recent advances and trends

Ramachandram, D., & Taylor, G. W. (2017) · IEEE Signal Processing Magazine · doi:10.1109/msp.2017.2738401 · Cited by 1,139

Online Detection and Classification of Dynamic Hand Gestures with Recurrent 3D Convolutional Neural Networks

Molchanov, P. A., Yang, X., Gupta, S., Kim, K., Tyree, S., & Kautz, J. (2016) · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · doi:10.1109/cvpr.2016.456 · Cited by 698

Hand gesture recognition with 3D convolutional neural networks

Molchanov, P. A., Gupta, S., Kim, K., & Kautz, J. (2015) · IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) · doi:10.1109/cvprw.2015.7301342 · Cited by 565

Sign Language Recognition Using Convolutional Neural Networks

Pigou, L., Dieleman, S., Kindermans, P.-J., & Schrauwen, B. (2015) · Lecture notes in computer science · doi:10.1007/978-3-319-16178-5_40 · Cited by 535

Deep Label Distribution Learning With Label Ambiguity

Gao, B.-B., Xing, C., Xie, C.-W., Wu, J., & Geng, X. (2017) · IEEE Transactions on Image Processing · doi:10.1109/tip.2017.2689998 · Cited by 511

ChaLearn Looking at People 2015 challenges: Action spotting and cultural event recognition

Baró, X., Gonzàlez, J., Fabián, J., Bautista, M. Á., Oliu, M., Escalante, H. J., Guyon, I., & Escalera, S. (2015) · IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) · doi:10.1109/cvprw.2015.7301329 · Cited by 38

Results and Analysis of ChaLearn LAP Multi-modal Isolated and Continuous Gesture Recognition, and Real Versus Fake Expressed Emotions Challenges

Wan, J., Escalera, S., Anbarjafari, G., Escalante, H. J., Baró, X., Guyon, I., Madadi, M., Allïk, J., Gorbova, J., Lin, C., et al. (2017) · IEEE International Conference on Computer Vision Workshops · doi:10.1109/iccvw.2017.377 · Cited by 77

The ChaLearn gesture dataset (CGD 2011)

Guyon, I., Athitsos, V., Jangyodsuk, P., & Escalante, H. J. (2014) · Machine Vision and Applications · doi:10.1007/s00138-014-0596-3 · Cited by 105

ChaLearn Looking at People RGB-D Isolated and Continuous Datasets for Gesture Recognition

Wan, J., Li, S. Z., Zhao, Y., Zhou, S., Guyon, I., & Escalera, S. (2016) · IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) · doi:10.1109/cvprw.2016.100 · Cited by 281

ChaLearn multi-modal gesture recognition 2013

Escalera, S., Gonzàlez, J., Baró, X., Reyes, M., Guyon, I., Athitsos, V., Escalante, H. J., Sigal, L., Argyros, A., Sminchisescu, C., et al. (2013) · INTERNATIONAL CONFERENCE ON MULTIMODAL INTERACTION · doi:10.1145/2522848.2532597 · Cited by 51

Noname manuscript No. (will be inserted by the editor) The ChaLearn Gesture Dataset (CGD 2011)

Guyon, I., Athitsos, V., Jangyodsuk, P., Escalante, H. J., Guyon, I., Jangyodsuk, P., & Escalante, H. J. (2013)

ChaLearn looking at people: A review of events and resources

Escalera, S., Baró, X., Escalante, H. J., & Guyon, I. (2017) · International Joint Conference on Neural Networks (IJCNN) · doi:10.1109/ijcnn.2017.7966041 · Cited by 35

ChaLearn LAP 2020 Challenge on Identity-preserved Human Detection: Dataset and Results

Clapés, A., Jacques, J. C. S., Morral, C., & Escalera, S. (2020) · International Conference on Automatic Face and Gesture Recognition · doi:10.1109/fg47880.2020.00135 · Cited by 7

Benchmarking Human Activity Recognition CVPR2012 Tutorial: Looking at People

Liu, H., & Computing, P. (2014)

ChaLearn Looking at People: IsoGD and ConGD Large-Scale RGB-D Gesture Recognition

Wan, J., Lin, C., Wen, L., Li, Y., Miao, Q., Escalera, S., Anbarjafari, G., Guyon, I., Guo, G., & Li, S. Z. (2020) · IEEE Transactions on Cybernetics · doi:10.1109/tcyb.2020.3012092 · Cited by 38