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Satish Kumar

2 accepted papers

2024

WildlifeMapper: Aerial Image Analysis for Multi-Species Detection and Identification

CVPR 2024poster

We introduce WildlifeMapper (WM) a flexible model designed to detect locate and identify multiple species in aerial imagery. It addresses the limitations of traditional labor-intensive wildlife population assessments that are central to advancing environmental conservation efforts worldwide. While a…

2023

MethaneMapper: Spectral Absorption Aware Hyperspectral Transformer for Methane Detection

CVPR 2023highlight

Methane (CH 4 ) is the chief contributor to global climate change. Recent Airborne Visible-Infrared Imaging Spectrometer-Next Generation (AVIRIS-NG) has been very useful in quantitative mapping of methane emissions. Existing methods for analyzing this data are sensitive to local terrain conditions,…