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Partha Pratim Roy

Researcher at Indian Institute of Technology Roorkee

Publications -  509
Citations -  8436

Partha Pratim Roy is an academic researcher from Indian Institute of Technology Roorkee. The author has contributed to research in topics: Chemistry & Medicine. The author has an hindex of 36, co-authored 404 publications receiving 5505 citations. Previous affiliations of Partha Pratim Roy include Samsung & Indian Statistical Institute.

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Proceedings ArticleDOI

Modeling Extent-of-Texture Information for Ground Terrain Recognition

TL;DR: Ghose et al. as discussed by the authors proposed a novel approach towards ground-terrain recognition via modeling the Extent-of-Texture information to establish a balance between the orderless texture component and ordered-spatial information locally.
Journal ArticleDOI

Robust Scene Text Detection for Partially Annotated Training Data

TL;DR: This paper proposed a text region refinement method that provides robustness against the partially annotated training data in scene text detection, where text-probable regions are obtained in the first tier by applying hybrid loss that generates pseudo-labels to refine text regions in the second-tier during training.
Journal ArticleDOI

Frame selection for OCR from video stream of book flipping

TL;DR: This paper focuses on identifying a set of representative frames from the video stream of flipping pages without using any explicit hardware and then performing OCR on these frames for recognition, and presents an efficient algorithm that exploits cues from edge information during flipping event.
Journal ArticleDOI

Compressing Deep Networks by Neuron Agglomerative Clustering.

TL;DR: This paper introduces a method for compressing the structure and parameters of DNNs based on neuron agglomerative clustering (NAC), and demonstrates that NAC is very effective for the neuron Agglomeration of both the fully connected and convolutional layers, delivering similar or even higher network accuracy.

Chimaphila umbellata extract exerts anti-proliferative effect on human breast cancer cells via RIP1K/RIP3K-mediated necroptosis

TL;DR: In this article, the anti-proliferative and apoptotic effects of CU extract, obtained from its homeopathic mother tincture, were evaluated in human breast cancer cell lines.