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Global-to-local region-based indicator embedded in edge-based level set model for segmentation
DIGITAL SIGNAL PROCESSINGZhou, Zhiheng Dai, Ming Guo, Yongfan Li, Xiangwei  出版年:2021
Image segmentation is an essential analysis tool in the field of computer vision, and the level set method has been widely used in image segmentation. Specifically, the edge-based level set models can reduce many undesir...
SDD-YOLO: A Lightweight, High-Generalization Methodology for Real-Time Detection of Strip Surface Defects
METALSWu, Yueyang Chen, Ruihan Li, Zhi Ye, Minhua Dai, Ming  出版年:2024
Flat-rolled steel sheets are one of the major products of the metal industry. Strip steel's production quality is crucial for the economic and safety aspects of humanity. Addressing the challenges of identifying the surf...
SkinSwinViT: A Lightweight Transformer-Based Method for Multiclass Skin Lesion Classification with Enhanced Generalization Capabilities
APPLIED SCIENCES-BASELTang, Kun Su, Jing Chen, Ruihan Huang, Rui Dai, Ming Li, Yongjiang  出版年:2024
In recent decades, skin cancer has emerged as a significant global health concern, demanding timely detection and effective therapeutic interventions. Automated image classification via computational algorithms holds sub...
EcoDetect-YOLO: A Lightweight, High-Generalization Methodology for Real-Time Detection of Domestic Waste Exposure in Intricate Environmental Landscapes
SENSORSLiu, Shenlin Chen, Ruihan Ye, Minhua Luo, Jiawei Yang, Derong Dai, Ming  出版年:2024
In response to the challenges of accurate identification and localization of garbage in intricate urban street environments, this paper proposes EcoDetect-YOLO, a garbage exposure detection algorithm based on the YOLOv5s...
Reconsidering Multi-Branch Aggregation for Semantic Segmentation
ELECTRONICSCai, Pengjie Yang, Derong Zou, Yonglin Chen, Ruihan Dai, Ming  出版年:2023
For semantic segmentation tasks, there are problems in using multi-branch structures to enrich feature maps and aggregate different branches of feature maps in a certain network depth, such as the insufficient richness o...
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