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PolSAR Image Classification using Complex-Valued CNN and Squeeze-Excitation Network
(Dhirubhai Ambani Institute of Information and Communication Technology, 2022)
Terrain classification is one of the most crucial tasks when utilisation of polarimetric SAR images comes into the picture. This work explores the efficiency of various supervised deep learning algorithms that make use of ...
Material based Mesh Deformation
(Dhirubhai Ambani Institute of Information and Communication Technology, 2022)
Shape deformation is one of the fundamental techniques in geometry processing. Shape deformation algorithms aim to mimic 3D object deformations on digital representations of objects efficiently. Deformation refers to the ...
Super resolution of Covid-19 CT-Scan Images
(Dhirubhai Ambani Institute of Information and Communication Technology, 2022)
Acquisition of high quality CT images is difficult, because it requires exposing patients to high doses of radiation. Super resolution algorithms can help in over coming this problem and obtain higher spatial resolution ...