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Lightweight Attention Network Based on Fuzzy Logic for Person Re-Identification Conference paper
Yuan, Changmei, Liu, Xuanxuan, Guo, Li, Chen, Long, Chen, C. L.Philip. Lightweight Attention Network Based on Fuzzy Logic for Person Re-Identification[C]:Institute of Electrical and Electronics Engineers Inc., 2024.
Authors:  Yuan, Changmei;  Liu, Xuanxuan;  Guo, Li;  Chen, Long;  Chen, C. L.Philip
Favorite | TC[Scopus]:0 | Submit date：2024/10/10
Attention Mechanisms  Fuzzy Logic  Lightweight Network  Person Re-identification  
An Underwater Organism Image Dataset and a Lightweight Module Designed for Object Detection Networks Journal article
Huang, Jiafeng, Zhang, Tianjun, Zhao, Shengjie, Zhang, Lin, Zhou, Yicong. An Underwater Organism Image Dataset and a Lightweight Module Designed for Object Detection Networks[J]. ACM Transactions on Multimedia Computing, Communications and Applications, 2024, 20(5), 147.
Authors:  Huang, Jiafeng;  Zhang, Tianjun;  Zhao, Shengjie;  Zhang, Lin;  Zhou, Yicong
Favorite | TC[WOS]:0 TC[Scopus]:1  IF:5.2/4.9 | Submit date：2024/03/07
Benchmark Dataset  Lightweight Module  Object Detection  
L-TLA: A Lightweight Driver Distraction Detection Method Based on Three-Level Attention Mechanisms Journal article
Guo, Zizheng, Liu, Qing, Zhang, Lin, Li, Zhenning, Li, Guofa. L-TLA: A Lightweight Driver Distraction Detection Method Based on Three-Level Attention Mechanisms[J]. IEEE Transactions on Reliability, 2024, 1-12.
Authors:  Guo, Zizheng;  Liu, Qing;  Zhang, Lin;  Li, Zhenning;  Li, Guofa
Favorite | TC[WOS]:4 TC[Scopus]:6  IF:5.0/5.2 | Submit date：2024/03/05
Autonomous Vehicles  Dual-stream Network  Lightweight Vision Transformer  Semisupervised Contrastive Learning  
QMLS: quaternion mutual learning strategy for multi-modal brain tumor segmentation Journal article
Deng, Zhengnan, Huang, Guoheng, Yuan, Xiaochen, Zhong, Guo, Lin, Tongxu, Pun, Chi Man, Huang, Zhixin, Liang, Zhixin. QMLS: quaternion mutual learning strategy for multi-modal brain tumor segmentation[J]. Physics in Medicine and Biology, 2024, 69(1), 015014.
Authors:  Deng, Zhengnan;  Huang, Guoheng;  Yuan, Xiaochen;  Zhong, Guo;  Lin, Tongxu; et al.
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:3.3/3.4 | Submit date：2024/02/22
Brain Tumor Segmentation  Lightweight  Mutual Learning  Quaternion Neural Networks  
LightVLP: A Lightweight Vision-Language Pre-training via Gated Interactive Masked AutoEncoders Conference paper
Sun, Xingwu, Yang, Zhen, Xie, Ruobing, Lian, Fengzong, Kang, Zhanhui, Xu, Chengzhong. LightVLP: A Lightweight Vision-Language Pre-training via Gated Interactive Masked AutoEncoders[C]:European Language Resources Association (ELRA), 2024, 10499-10510.
Authors:  Sun, Xingwu;  Yang, Zhen;  Xie, Ruobing;  Lian, Fengzong;  Kang, Zhanhui; et al.
Favorite | TC[Scopus]:0 | Submit date：2024/07/04
Lightweight v&l Pre-training  Mask Autoencoder  Vision-language Pre-training  
QGD-Net: A Lightweight Model Utilizing Pixels of Affinity in Feature Layer for Dermoscopic Lesion Segmentation Journal article
Wang, Jingchao, Huang, Guoheng, Zhong, Guo, Yuan, Xiaochen, Pun, Chi Man, Deng, Jie. QGD-Net: A Lightweight Model Utilizing Pixels of Affinity in Feature Layer for Dermoscopic Lesion Segmentation[J]. IEEE Journal of Biomedical and Health Informatics, 2023, 27(12), 5982-5993.
Authors:  Wang, Jingchao;  Huang, Guoheng;  Zhong, Guo;  Yuan, Xiaochen;  Pun, Chi Man; et al.
Favorite | TC[WOS]:1 TC[Scopus]:3  IF:6.7/7.1 | Submit date：2024/01/02
Dermoscopic Lesion Segmentation  Dilated Convolution  Group Convolution  Lightweight  Quaternion Convolution  U-net  
A novel sequential structure for lightweight multi-scale feature learning under limited available images Journal article
Liu,Peng, Du,Jie, Vong,Chi Man. A novel sequential structure for lightweight multi-scale feature learning under limited available images[J]. Neural Networks, 2023, 164, 124-134.
Authors:  Liu,Peng;  Du,Jie;  Vong,Chi Man
Favorite | TC[WOS]:5 TC[Scopus]:5  IF:6.0/7.9 | Submit date：2023/08/03
Image Classification And Segmentation  Lightweight Model  Multi-scale Feature  Sequential Structure  
A Lightweight Multi-Scale Based Attention Network for Image Super-Resolution Conference paper
Yang, Yanjie, Luo, Jun, Pu, Huayan, Zhou, Mingliang, Wei, Xuekai, Zhang, Taiping, Shang, Zhaowei. A Lightweight Multi-Scale Based Attention Network for Image Super-Resolution[C], 2023.
Authors:  Yang, Yanjie;  Luo, Jun;  Pu, Huayan;  Zhou, Mingliang;  Wei, Xuekai; et al.
Favorite | TC[Scopus]:0 | Submit date：2024/02/22
Attention  Lightweight  Multi-scale  Super-resolution  
Garbage Classification Detection Model Based on YOLOv4 with Lightweight Neural Network Feature Fusion Conference paper
Xiao-Feng Wang, Jian-Tao Wang, Li-Xiang Xu, Ming Tan, Jing Yang, Yuan-yan Tang. Garbage Classification Detection Model Based on YOLOv4 with Lightweight Neural Network Feature Fusion[C], 2022, 435-447.
Authors:  Xiao-Feng Wang;  Jian-Tao Wang;  Li-Xiang Xu;  Ming Tan;  Jing Yang; et al.
Favorite | TC[WOS]:0 TC[Scopus]:1 | Submit date：2023/01/30
Yolov4-lff  Lightweight Neural Networks  Garbage Classification Detection  Feature Fusion  Deep Learning  
LMFFNet: A Well-Balanced Lightweight Network for Fast and Accurate Semantic Segmentation Journal article
Min Shi, Jialin Shen, Qingming Yi, Jian Weng, Zunkai Huang, Aiwen Luo, Yicong Zhou. LMFFNet: A Well-Balanced Lightweight Network for Fast and Accurate Semantic Segmentation[J]. IEEE Transactions on Neural Networks and Learning Systems, 2022, 34(6), 3205-3219.
Authors:  Min Shi;  Jialin Shen;  Qingming Yi;  Jian Weng;  Zunkai Huang; et al.
Favorite | TC[WOS]:51 TC[Scopus]:46  IF:10.2/10.4 | Submit date：2023/09/13
Fast Semantic Segmentation  Lightweight Network  Multiscale Attention Decoder (Mad)  Multiscale Feature Fusion  Split-extract-merge Bottleneck (Sem-b)