Search Results for author: Jingzhou Chen

Found 3 papers, 1 papers with code

Semantic Guided Level-Category Hybrid Prediction Network for Hierarchical Image Classification

no code implementations22 Nov 2022 Peng Wang, Jingzhou Chen, Yuntao Qian

Hierarchical classification (HC) assigns each object with multiple labels organized into a hierarchical structure.

Image Classification Word Embeddings

Label Relation Graphs Enhanced Hierarchical Residual Network for Hierarchical Multi-Granularity Classification

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.

Fine-Grained Image Classification Relation

Deep Neural Network Based Hyperspectral Pixel Classification With Factorized Spectral-Spatial Feature Representation

no code implementations16 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.

Classification General Classification +1

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