Výsledky vyhledávání - "Kavitha Munishamaiaha"

Akademický článek

Robust Spatial–Spectral Squeeze–Excitation AdaBound Dense Network (SE-AB-Densenet) for Hyperspectral Image Classification

Autor: Kavitha Munishamaiaha, Gayathri Rajagopal, Dhilip Kumar Venkatesan, Muhammad Arif, Dragos Vicoveanu, Iuliana Chiuchisan, Diana Izdrui, Oana Geman

Publikováno v: Sensors, Vol 22, Iss 9, p 3229 (2022)

Increasing importance in the field of artificial intelligence has led to huge progress in remote sensing. Deep learning approaches have made tremendous progress in hyperspectral image (HSI) classification. However, the complexity in classifying the H

Externí odkaz: https://doaj.org/article/489c7b2b2cec45c38539a80b6c8f8aad

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Hyperspectral Image Classification with Deep CNN Using an Enhanced Elephant Herding Optimization for Updating Hyper-Parameters

Autor: Kavitha Munishamaiaha, Senthil Kumar Kannan, DhilipKumar Venkatesan, Michał Jasiński, Filip Novak, Radomir Gono, Zbigniew Leonowicz

Publikováno v: Electronics
Volume 12
Issue 5
Pages: 1157

Deep learning approaches based on convolutional neural networks (CNNs) have recently achieved success in computer vision, demonstrating significant superiority in the domain of image processing. For hyperspectral image (HSI) classification, convoluti

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::71d2309b3eef7b45e2030130b6fd0317

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