Novel framework for image attribute annotation with gene selection XGBoost algorithm and relative attribute model

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Hongbin Zhang, Diedie Qiu, Renzhong Wu, Yixiong Deng, Donghong Ji, Tao Li

Published: 2019, Last Modified: 04 Nov 2025Appl. Soft Comput. 2019EveryoneRevisionsBibTeXCC BY-SA 4.0
Abstract: Highlights•A new feature fusion algorithm GS-XGBoost based on XGBoost and ERGS is created.•Relative attribute model is used to measure the deep-level semantics of materials.•A representation mechanism based on materials and deep-level semantics is built.