Enhanced Object Detection Algorithms in Complex Environments via Improved CycleGAN Data Augmentation and AS-YOLO Framework

Object detection in complex environments, such as challenging lighting conditions, adverse weather, and target occlusions, poses significant difficulties for existing algorithms. To address these challenges, this study introduces a collaborative solution integrating improved CycleGAN-based data augm...

Disgrifiad llawn

Manylion Llyfryddiaeth

Prif Awduron:	Zhen Li, Yuxuan Wang, Lingzhong Meng, Wenjuan Chu, Guang Yang
Fformat:	Artigo
Iaith:	Inglês
Cyhoeddwyd:	MDPI AG 2025-12-01
Cyfres:	Journal of Imaging
Pynciau:	image enhancement object detection CycleGAN feature fusion deep learning
Mynediad Ar-lein:	https://www.mdpi.com/2313-433X/11/12/447
Tagiau:	Ychwanegu Tag Dim Tagiau, Byddwch y cyntaf i dagio'r cofnod hwn!