Deep learning for texture recognition: from streamlined architecture to multimodal extensions

Texture serves as a crucial visual cue for various applications, ranging from identifying materials and spotting industrial defects to classifying terrains. Accordingly, texture recognition has long been a focus within the computer vision community. Traditional methods in this area primarily focused...

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Bibliographic Details
Main Author: Mao, Shangbo
Other Authors: Deepu Rajan
Format: Thesis-Doctor of Philosophy
Language:English
Published: Nanyang Technological University 2024
Subjects:
Online Access:https://hdl.handle.net/10356/179779