Deep Learning Based Hand Detection in Cluttered Environment Using Skin Segmentation. - Kankana Roy; Aparna Mohanty; Rajiv Ranjan Sahay (ICCV Workshops, 2017)

Nrityamanthan: Unravelling the Intent of the Dancer Using Deep Learning. - Aparna Mohanty; Kankana Roy; Rajiv Ranjan Sahay (Heritage Preservation, 2018)

Dynamic Gesture Recognition with Pose-based CNN Features derived from videos using LSTM. - Kankana Roy; Rajiv R. Sahay (ICVGIP, 2018)

Unsupervised Sparse, Nonnegative, Low Rank Dictionary Learning for Detection of Driver Cell Phone Usage. - Kankana Roy (IEEE Trans. Intell. Transp. Syst., 2022)

A robust multi-scale deep learning approach for unconstrained hand detection aided by skin segmentation. - Kankana Roy; Rajiv Ranjan Sahay (Vis. Comput., 2022)

Hand over Face Gesture Classification with Feature Driven Vision Transformer and Supervised Contrastive Learning. - Kankana Roy; Aparna Mohanty; Rajiv Ranjan Sahay (ICPR (4), 2024)

Unsupervised anomaly detection in time-series: An extensive evaluation and analysis of state-of-the-art methods. - Nesryne Mejri; Laura Lopez-Fuentes; Kankana Roy; Pavel Chernakov; Enjie Ghorbel; Djamila Aouada (Expert Syst. Appl., 2024)

Hand Segmentation With Dense Dilated U-Net and Structurally Incoherent Nonnegative Matrix Factorization-Based Gesture Recognition. - Kankana Roy; Rajiv R. Sahay (IEEE Trans. Hum. Mach. Syst., 2024)

Multimodal Score Fusion with Sparse Low-rank Bilinear Pooling for Egocentric Hand Action Recognition. - Kankana Roy (ACM Trans. Multim. Comput. Commun. Appl., 2024)

Robust static hand gesture recognition: harnessing sparsity of deeply learned features. - Aparna Mohanty; Kankana Roy; Rajiv Ranjan Sahay (Vis. Comput., 2024)

Code and Pixels: Multi-Modal Contrastive Pre-training for Enhanced Tabular Data Analysis. - Kankana Roy; Lars Krämer; Sebastian Domaschke; Malik Haris; Roland Aydin; Fabian Isensee; Martin Held (CoRR, 2025)