Effective image compression using transformer and residual network for balanced handling of high and low-frequency information.

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Title: Effective image compression using transformer and residual network for balanced handling of high and low-frequency information.
Authors: Hu J; Computer Engineering Technical College, Guangdong Polytechnic of Science and Technology, Zhuhai, Guangdong, China., Luo G; College of Computer Science, Guangdong Polytechnic Normal University, Guangzhou, Guangdong, China., Feng X; Computer Engineering Technical College, Guangdong Polytechnic of Science and Technology, Zhuhai, Guangdong, China., Yuan Z; Computer Engineering Technical College, Guangdong Polytechnic of Science and Technology, Zhuhai, Guangdong, China., Yang J; Computer Engineering Technical College, Guangdong Polytechnic of Science and Technology, Zhuhai, Guangdong, China., Nie W; Computer Engineering Technical College, Guangdong Polytechnic of Science and Technology, Zhuhai, Guangdong, China.
Source: PloS one [PLoS One] 2025 Oct 03; Vol. 20 (10), pp. e0333376. Date of Electronic Publication: 2025 Oct 03 (Print Publication: 2025).
Publication Type: Journal Article
Journal Info: Publisher: Public Library of Science Country of Publication: United States NLM ID: 101285081 Publication Model: eCollection Cited Medium: Internet ISSN: 1932-6203 (Electronic) Linking ISSN: 19326203 NLM ISO Abbreviation: PLoS One Subsets: MEDLINE
Database: MEDLINE Ultimate
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ISSN:1932-6203
DOI:10.1371/journal.pone.0333376