26 citations · 29 across the 4 of their papers we have counts for
4 papers
ArcGate: Adaptive Arctangent Gated Activation
Avik Bhattacharya, Siddhant Dnyanesh Gole, Subhasis Chaudhuri +2
Activation functions are central to deep networks, influencing non-linearity, feature learning, convergence, and robustness. This paper proposes the Adaptive Arctangent Gated Activ…
Shape-to-Scale InSAR Adaptive Filtering and Phase Linking under Complex Elliptical Models
Shuyi Yao, Alejandro C. Frery, Timo Balz
Distributed scatterers in InSAR (DS-InSAR) processing are essential for retrieving surface deformation in areas lacking strong point targets. Conventional workflows typically invol…
Regression Model for Speckled Data with Extremely Variability
A. D. C. Nascimento, J. M. Vasconcelos, R. J. Cintra +1
Synthetic aperture radar (SAR) is an efficient and widely used remote sensing tool. However, data extracted from SAR images are contaminated with speckle, which precludes the appli…
Information Theory and Image Understanding: An Application to Polarimetric SAR Imagery
A. C. Frery, A. D. C. Nascimento, R. J. Cintra
This work presents a comprehensive examination of the use of information theory for understanding Polarimetric Synthetic Aperture Radar (PolSAR) images by means of contrast measure…