Search Results for author: Soumya Snigdha Kundu

Found 4 papers, 2 papers with code

Spinal Osteophyte Detection via Robust Patch Extraction on minimally annotated X-rays

no code implementations29 Feb 2024 Soumya Snigdha Kundu, Yuanhan Mo, Nicharee Srikijkasemwat, Bartłomiej W. Papiez

The development and progression of arthritis is strongly associated with osteophytes, which are small and elusive bone growths.

Using network metrics to explore the community structure that underlies movement patterns

no code implementations14 Sep 2023 Anh Pham Thi Minh, Abhishek Kumar Singh, Soumya Snigdha Kundu

This work aims to explore the community structure of Santiago de Chile by analyzing the movement patterns of its residents.

Community Detection

IS-CAM: Integrated Score-CAM for axiomatic-based explanations

1 code implementation6 Oct 2020 Rakshit Naidu, Ankita Ghosh, Yash Maurya, Shamanth R Nayak K, Soumya Snigdha Kundu

Convolutional Neural Networks have been known as black-box models as humans cannot interpret their inner functionalities.

SS-CAM: Smoothed Score-CAM for Sharper Visual Feature Localization

2 code implementations25 Jun 2020 Haofan Wang, Rakshit Naidu, Joy Michael, Soumya Snigdha Kundu

Interpretation of the underlying mechanisms of Deep Convolutional Neural Networks has become an important aspect of research in the field of deep learning due to their applications in high-risk environments.

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