Supervisors
David A. Clausi, Alexander Wong
Research interests
My research interest lies in estimating hockey player pose estimation and action recognition using deep neural networks.
Research topics
Publications
Conference papers
Neher, H., J. Arlette, A. Wong, "Discovery Radiomics for Detection of Severely Atypical Melanocytic Lesions (SAML) from Skin Imaging via Deep Residual Group Convolutional Radiomic Sequencer", International Conference on Image Analysis and Recognition, 2019. Details
Vats, K., H. Neher, D. A. Clausi, J. Zelek, "Two-stream action recognition in ice hockey using player pose sequences and optical flows", 16th Conference on Computer and Robot Vision (CRV), 2019. Details
Vats, K., H. Neher, A. Wong, D. A. Clausi, J. Zelek, "KPTransfer: improved performance and faster convergence from keypoint subset-wise domain transfer in human pose estimation", International Conference on Image Analysis and Recognition, 2019. Details
Cai, Z., H. Neher, K. Vats, D. A. Clausi, J. Zelek, "Temporal hockey action recognition via pose and optical flows", Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019. Details
Neher, H., K. Vats, A. Wong, D. A. Clausi, "Hyperstacknet: A hyper stacked hourglass deep convolutional neural network architecture for joint player and stick pose estimation in hockey", 15th Conference on Computer and Robot Vision (CRV), 2018. Details
Fani, M., H. Neher, D. A. Clausi, A. Wong, J. Zelek, "Hockey action recognition via integrated stacked hourglass network", Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2017. Details
