Dynamic Texture Classification Using AutoEncoder-Based Local Features and Fisher Vector Encoding

Z Li, X Zhao, T Zhang, X Jing, W Shi, Q Chen - IEEE Access, 2024 - ieeexplore.ieee.org
Dynamic texture classification has been widely studied because of its applications in various
computer vision tasks. The key to classifying dynamic textures lies in describing them, ie …

Discriminant Pixel-Difference Vector Hashing of Spatial-Temporal Local Binary Patterns for Dynamic Texture Recognition

R Ding, J Ren, H Yu, J Li, X Jiang - ICASSP 2024-2024 IEEE …, 2024 - ieeexplore.ieee.org
Spatial-Temporal Local Binary Pattern (STLBP) has been widely used for dynamic texture
(DT) recognition. Hashing Pixel-Difference Vectors (PDVs) into binary codes before forming …

Texture Classification based on Complete Magnitude Texton Co-occurrence Matrix using Machine Learning Classifiers

U Bhoga, VV Kumar - Nanotechnology Perceptions, 2024 - nano-ntp.com
Across an extensive number of fields dealing with computer vision, including medical
imaging and autonomous cars, classifying textures is an important part that plays a crucial …