Kankana Roy

12 papers Journal 8Unranked 3
YearRankTypeTitle / Venue / Authors
2025 J jnl
Code and Pixels: Multi-Modal Contrastive Pre-training for Enhanced Tabular Data Analysis.
CoRR
Kankana Roy, Lars Krämer, Sebastian Domaschke, Malik Haris, Roland C. Aydin, Fabian Isensee, Martin Held
2024 J jnl
Hand Segmentation With Dense Dilated U-Net and Structurally Incoherent Nonnegative Matrix Factorization-Based Gesture Recognition.
IEEE Trans. Hum. Mach. Syst.
Kankana Roy, Rajiv R. Sahay
2024 — conf
Hand over Face Gesture Classification with Feature Driven Vision Transformer and Supervised Contrastive Learning.
ICPR (4)
Kankana Roy, Aparna Mohanty, Rajiv Ranjan Sahay
2024 J jnl
Multimodal Score Fusion with Sparse Low-rank Bilinear Pooling for Egocentric Hand Action Recognition.
ACM Trans. Multim. Comput. Commun. Appl.
Kankana Roy
2024 J jnl
Robust static hand gesture recognition: harnessing sparsity of deeply learned features.
Vis. Comput.
Aparna Mohanty, Kankana Roy, Rajiv Ranjan Sahay
2024 J jnl
Unsupervised anomaly detection in time-series: An extensive evaluation and analysis of state-of-the-art methods.
Expert Syst. Appl.
Nesryne Mejri, Laura Lopez-Fuentes, Kankana Roy, Pavel Chernakov, Enjie Ghorbel, Djamila Aouada
2022 J jnl
A robust multi-scale deep learning approach for unconstrained hand detection aided by skin segmentation.
Vis. Comput.
Kankana Roy, Rajiv Ranjan Sahay
2022 J jnl
Unsupervised Anomaly Detection in Time-series: An Extensive Evaluation and Analysis of State-of-the-art Methods.
CoRR
Nesryne Mejri, Laura Lopez-Fuentes, Kankana Roy, Pavel Chernakov, Enjie Ghorbel, Djamila Aouada
2022 J jnl
Unsupervised Sparse, Nonnegative, Low Rank Dictionary Learning for Detection of Driver Cell Phone Usage.
IEEE Trans. Intell. Transp. Syst.
Kankana Roy
2018 — conf
Dynamic Gesture Recognition with Pose-based CNN Features derived from videos using LSTM.
ICVGIP
Kankana Roy, Rajiv R. Sahay
2018 — ch.
Nrityamanthan: Unravelling the Intent of the Dancer Using Deep Learning.
Heritage Preservation
Aparna Mohanty, Kankana Roy, Rajiv Ranjan Sahay
2017 — conf
Deep Learning Based Hand Detection in Cluttered Environment Using Skin Segmentation.
ICCV Workshops
Kankana Roy, Aparna Mohanty, Rajiv Ranjan Sahay