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Avinash C. Kak
Researcher at Purdue University
Publications - 259
Citations - 26030
Avinash C. Kak is an academic researcher from Purdue University. The author has contributed to research in topics: Mobile robot & Video tracking. The author has an hindex of 51, co-authored 254 publications receiving 25027 citations. Previous affiliations of Avinash C. Kak include Infosys.
Papers
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Efficient Generation of Synthetic Terrain Imagery for Automatic Target Recognition
TL;DR: An integrated framework for the efficient synthesis of realistic images of three dimensional terrain with man-made objects and natural clutter is developed and shown how many phenomenological aspects of the placement of road networks, tree clusters, populated areas, buildings, etc., can be captured in a computationally-efficient pseudorandom image-generation framework.
Journal ArticleDOI
Self-Supervised One-Shot Learning for Automatic Segmentation of StyleGAN Images
Ankit Manerikar,Avinash C. Kak +1 more
TL;DR: In this article , a self-supervised contrastive clustering algorithm is proposed to project the hidden features into a compact space for per-pixel classification of synthetic images generated by a StyleGAN.
Source code retrieval from large software libraries for automatic bug localization
Avinash C. Kak,Bunyamin Sisman +1 more
TL;DR: This dissertation advances the state-of-the-art in information retrieval (IR) based approaches to automatic bug localization in software by using Markov Random Fields (MRF) to model the inter-term dependencies in a query vis-a-vis the files.