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- Profile-Kankana Roy
- Computer Vision
- Machine Learning
- Dictionary Learning
- Human Computer interaction
- Cyber Security
- Unsupervised Learning
Roy, Kankana. 2022. “Unsupervised Sparse, Nonnegative, Low Rank Dictionary Learning for Detection of Driver Cell Phone Usage.” IEEE Transactions on Intelligent Transportation Systems.
Roy, Kankana, and Rajiv Ranjan Sahay. 2021. “A Robust Multi-Scale Deep Learning Approach for Unconstrained Hand Detection Aided by Skin Segmentation.” The Visual Computer, 1–25.
Mohanty, Aparna, Kankana Roy, and Rajiv R Sahay. 2018. “Nrityamanthan: Unravelling the Intent of the Dancer Using Deep Learning.” In Heritage Preservation, 209–39. Springer, Singapore.
Roy, Kankana, and Rajiv R Sahay. 2018. “Dynamic Gesture Recognition with Pose-Based CNN Features Derived from Videos Using LSTM.” In Proceedings of the 11th Indian Conference on Computer Vision, Graphics and Image Processing, 1–9.
Roy, Kankana, Aparna Mohanty, and Rajiv R Sahay. 2017. “Deep Learning Based Hand Detection in Cluttered Environment Using Skin Segmentation.” In Proceedings of the IEEE International Conference on Computer Vision Workshops, 640–49.