Kankana Roy

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 9

Top Topics

Dictionary Learning

Nonnegative Matrix Factorization

Top Venues

ACM Trans. Multim. Comput. Commun. Appl.

Publications

Aparna Mohanty, Kankana Roy, Rajiv Ranjan Sahay
Robust static hand gesture recognition: harnessing sparsity of deeply learned features. Vis. Comput. 40 (9) (2024)
Kankana Roy, Rajiv R. Sahay
Hand Segmentation With Dense Dilated U-Net and Structurally Incoherent Nonnegative Matrix Factorization-Based Gesture Recognition. IEEE Trans. Hum. Mach. Syst. 54 (3) (2024)
Kankana Roy
Multimodal Score Fusion with Sparse Low-rank Bilinear Pooling for Egocentric Hand Action Recognition. ACM Trans. Multim. Comput. Commun. Appl. 20 (7) (2024)
Nesryne Mejri, Laura Lopez-Fuentes, Kankana Roy, Pavel Chernakov, Enjie Ghorbel, Djamila Aouada
Unsupervised anomaly detection in time-series: An extensive evaluation and analysis of state-of-the-art methods. Expert Syst. Appl. 256 (2024)
Nesryne Mejri, Laura Lopez-Fuentes, Kankana Roy, Pavel Chernakov, Enjie Ghorbel, Djamila Aouada
Unsupervised Anomaly Detection in Time-series: An Extensive Evaluation and Analysis of State-of-the-art Methods. CoRR (2022)
Kankana Roy, Rajiv Ranjan Sahay
A robust multi-scale deep learning approach for unconstrained hand detection aided by skin segmentation. Vis. Comput. 38 (8) (2022)
Kankana Roy
Unsupervised Sparse, Nonnegative, Low Rank Dictionary Learning for Detection of Driver Cell Phone Usage. IEEE Trans. Intell. Transp. Syst. 23 (10) (2022)
Kankana Roy, Rajiv R. Sahay
Dynamic Gesture Recognition with Pose-based CNN Features derived from videos using LSTM. ICVGIP (2018)
Kankana Roy, Aparna Mohanty, Rajiv Ranjan Sahay
Deep Learning Based Hand Detection in Cluttered Environment Using Skin Segmentation. ICCV Workshops (2017)