Search Results for author: Sravan Danda

Found 5 papers, 1 papers with code

A Novel Approach to Regularising 1NN classifier for Improved Generalization

no code implementations13 Feb 2024 Aditya Challa, Sravan Danda, Laurent Najman

In this paper, we propose a class of non-parametric classifiers, that learn arbitrary boundaries and generalize well.

A Robust Morphological Approach for Semantic Segmentation of Very High Resolution Images

no code implementations2 Aug 2022 Siddharth Saravanan, Aditya Challa, Sravan Danda

In this article, we develop a robust pipeline based on mathematical morphological (MM) operators that can seamlessly extend any existing semantic segmentation algorithm to high resolution images.

Image Segmentation Segmentation +1

ESW Edge-Weights : Ensemble Stochastic Watershed Edge-Weights for Hyperspectral Image Classification

no code implementations28 Feb 2022 Rohan Agarwal, Aman Aziz, Aditya Suraj Krishnan, Aditya Challa, Sravan Danda

In this article, we estimate the edge-weights explicitly and use them for the downstream classification tasks - both semi-supervised and unsupervised.

Classification Hyperspectral Image Classification

A Theoretical Analysis of Granulometry-based Roughness Measures on Cartosat DEMs

no code implementations16 Jul 2021 Nagajothi Kannan, Sravan Danda, Aditya Challa, Daya Sagar B S

One of the useful geophysical features of a river sub-basin is that of a roughness measure on DEMs.

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