Dual-stream enhancement encoder and attention optimization decoder for image manipulation localization
Object Detection|更新时间:2024-08-16
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Dual-stream enhancement encoder and attention optimization decoder for image manipulation localization
“In the field of image tampering localization, this paper proposes a framework based on dual stream enhanced encoding and attention optimized decoding, which effectively improves localization accuracy and robustness, providing a new solution for image tampering detection.”
Chinese Journal of Liquid Crystals and DisplaysVol. 39, Issue 8, Pages: 1103-1115(2024)
作者机构:
河北工业大学 人工智能与数据科学学院, 天津 300401
作者简介:
基金信息:
Youth Program of National Natural Science Foundation of China(62102129);Natural Science Foundation of Hebei Province(F2021202030);Basic Research Project of Hebei Universities in Shijiazhuang(241790817A)
ZHU Ye, ZHAO Xiaoxiang, YU Yang. Dual-stream enhancement encoder and attention optimization decoder for image manipulation localization[J]. Chinese journal of liquid crystals and displays, 2024, 39(8): 1103-1115.
DOI:
ZHU Ye, ZHAO Xiaoxiang, YU Yang. Dual-stream enhancement encoder and attention optimization decoder for image manipulation localization[J]. Chinese journal of liquid crystals and displays, 2024, 39(8): 1103-1115. DOI: 10.37188/CJLCD.2023-0280.
Dual-stream enhancement encoder and attention optimization decoder for image manipulation localization