Author

U. Mahesh

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Open access Aug 2026

Computed Tomography Kidney Disease Recognition using Deep Learning

The present paper demonstrates kidney disease recognition in computed tomography (CT) images using deep neural networks, including convolutional neural networks (CNNs), the visual geometry group (VGG) network, and the deep residual network (ResNet-50). The kidney disease dataset consists of images among four categories...

U. Mahesh, D. Likitha · IgMin Research · 0 citations

Jul 2026

REBASE: Reference-Background Subspace Elimination for Training-Free In-Context Segmentation

This paper identifies the low-rank background feature subspace from the reference image and project the reference and query features onto its orthogonal complement in closed form, yielding cleaner semantic matching, and establishes a new state of the art among training-free methods on PACO-Part, FSS-1000, and cross-dom...

Mantha Sai Gopal, J. Chacko, Harsh Nandwana et al. · arXiv.org · 0 citations