no code implementations • 22 Nov 2022 • Peng Wang, Jingzhou Chen, Yuntao Qian
Hierarchical classification (HC) assigns each object with multiple labels organized into a hierarchical structure.
1 code implementation • CVPR 2022 • Jingzhou Chen, Peng Wang, Jian Liu, Yuntao Qian
Hierarchical multi-granularity classification (HMC) assigns hierarchical multi-granularity labels to each object and focuses on encoding the label hierarchy, e. g., ["Albatross", "Laysan Albatross"] from coarse-to-fine levels.
no code implementations • 16 Apr 2019 • Jingzhou Chen, Siyu Chen, Peilin Zhou, Yuntao Qian
Secondly, in order to utilize the local spatial correlation among pixels, we share the previous subnetwork as a spectral feature extractor for each pixel in a patch of image, after which the spectral features of all pixels in a patch are combined and feeded into the subsequent classification subnetwork.