xingshixu/hingsworks

a repository for my work

a Repo for my (or my team) work

MY NAME: Xingshi Xu (Hings Hsu)
MY supervisor: Prof Huaibo Song

DataSet Link:

Mainly Contributors:

Name	Instru	Job
Guangyuan Yang	NWAFU	Ph.D. candidate (Now in Adelaide U)
Yunfei Wang	NWAFU	Ph.D. candidate
Yuying Shang	NWAFU	Ph.D. candidate
Zheng Wang	ZJU	Ph.D. candidate
Zhixin Hua	ZJU	Ph.D. candidate
Xingshi Xu	NWAFU	Ph.D. candidate
Hongxing Deng	NWAFU	Master's student
Shujin Zhang	NWAFU	Master's student

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ORCID：https://orcid.org/my-orcid?orcid=0000-0002-6687-6975

Email：[email protected]

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Works

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About Cattle

身份识别

✔ Light-weight recognition network for dairy cows based on the fusion of YOLOv5s and channel pruning algorithm

Author:** Xingshi Xu**, Yunfei Wang, Zhixin Hua, Guangyuan Yang, Huimin Li, Huaibo Song
链接 https://dx.doi.org/10.11975/j.issn.1002-6819.202303122
Transactions of the Chinese Society of Agricultural Engineering
EI，同学科排名第一，**科协农林领域高质量科技期刊分级目录T1级期刊

✔ ShuffleNet-Triplet: A lightweight RE-identification network for dairy cows in natural scenes

Author:Yunfei Wang, ** Xingshi Xu**, Zheng Wang, Rong Li, Zhixin Hua, Huaibo Song
链接 https://dx.doi.org/10.1016/j.compag.2023.107632
Computers and Electronics in Agriculture
中科院一区TOP, CiteScroe=13.6, IF=8.3

✔ Few-shot Cow Identification via Meta-learning

Author:** Xingshi Xu**, Yunfei Wang, Guangyuan Yang, Zhixin Hua, Zheng Wang, Huaibo Song
链接 https://doi.org/10.1016/j.inpa.2024.04.001
Information Processing in Agriculture
CiteScroe=13.7

✔ Fusion of RetinaFace and improved FaceNet for individual cow identification in natural scenes

Author:Lingling Yang, ** Xingshi Xu**, Jizheng Zhao, Huaibo Song
链接 http://dx.doi.org/10.1016/j.inpa.2023.09.001
Information Processing in Agriculture
CiteScroe=13.7

体尺测量

✔ Automated measurement of beef cattle body size via key point detection and monocular depth estimation

Author:Guangyuan Yang, ** Xingshi Xu**, Lei Song, Qianru Zhang, Yuanchao Duan, Huaibo Song
链接 http://dx.doi.org/10.1016/j.compag.2022.107218
Computers and Electronics in Agriculture
Expert Systems With Applications
中科院一区TOP, CiteScroe=12.6, IF=8.5

✔ Automated measurement of dairy cows body size via 3D point cloud data analysis

Author:Rong Li, Yuchen Wen, Shujin Zhang, ** Xingshi Xu**， Baoling M, Huaibo Song
链接 https://doi.org/10.1016/j.eswa.2023.123042
中科院一区TOP, CiteScroe=13.6, IF=8.3

✔ Extracting cow point clouds from multi-view RGB images with an improved YOLACT++ instance segmentation

Author:Guangyuan Yang, Rong Li, Yuchen Wen, Shujin Zhang, ** Xingshi Xu**， Huaibo Song
链接 https://doi.org/10.1016/j.eswa.2023.120730
Expert Systems with Applications
中科院一区TOP, CiteScroe=12.6, IF=8.5

部位分割

✔ Segmentation Model of Cow Body Parts Based on YOLO v8n-seg-FCA-BiFPN

Author:Shujin Zhang, ** Xingshi Xu**， Hongxing Deng, Yunchen Wen, Huaibo Song
链接 https://doi.org/10.6041/j.issn.1000-1298.2024.03.028
Transactions of the Chinese Society for Agricultural Machinery
EI，**科协农林领域高质量科技期刊分级目录T1级期刊

动作与行为

✔ An effective PoseC3D model for typical action recognition of dairy cows based on skeleton features

Author:Zhixin Hua, Zheng Wang, ** Xingshi Xu**， Xiangfeng Kong, Huaibo Song
链接 http://dx.doi.org/10.1016/j.compag.2023.108152
Computers and Electronics in Agriculture
中科院一区TOP, CiteScroe=13.6, IF=8.3

✔ Research Progress and Technology Trend of Intelligent Morning of Dairy Cow Motion Behavior [Review]

Author:Zheng Wang, Huaibo Song, Yunfei Wang, Zhixin Hua, Rong Li, ** Xingshi Xu**
链接 https://doi.org/10.12133/j.smartag.SA202203011
Smart Agriculture

✔ Lightweight Keypoint Detection Method of Dairy Cow Based on SimCC-ShuffleNetV2

Author: Huaibo Song, Zhixin Hua, Baoling M, Yunchen Wen, Xiangfeng Kong, ** Xingshi Xu**
链接 https://doi.org/10.6041/j.issn.1000-1298.2023.10.027
Transactions of the Chinese Society for Agricultural Machinery
EI，**科协农林领域高质量科技期刊分级目录T1级期刊

✔ Lightweight recognition for the oestrus behavior of dairy cows combining YOLO v5n and channel pruning

Author: Zheng Wang, ** Xingshi Xu**, Zhixin Hua, Yunying Shang, Yuanchao Duan, Huaibo Song
链接 https://dx.doi.org/10.11975/j.issn.1002-6819.2022.23.014
Transactions of the Chinese Society of Agricultural Engineering
EI，同学科排名第一，**科协农林领域高质量科技期刊分级目录T1级期刊

✔ E-YOLO: Recognition of estrus cow based on improved YOLOv8n model

Author: Zheng Wang, Zhixin Hua, Yuchen Wen, Shujin Zhang, ** Xingshi Xu**,Huaibo Song
链接 https://doi.org/10.1016/j.eswa.2023.122212
Expert Systems with Applications
中科院一区TOP, CiteScroe=12.6, IF=8.5

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About Other

✔ Using lightweight deep learning algorithm for real-time detection of apple flowers in natural environments

(高被引论文 Highly cited paper) Author: Yunying Shang, ** Xingshi Xu**, Yitao Jiao, Zheng Wang, Zhixin Hua, Huaibo Song
链接 http://dx.doi.org/10.1016/j.compag.2023.107765
Computers and Electronics in Agriculture
中科院一区TOP, CiteScroe=13.6, IF=8.3

✔ Endosperm Crack Detection Method for Seed Dipping Maize Based on YOLO v5 OBB and CT Technology

Author: Huaibo Song, Yitao Jiao, Zhixin Hua, Rong Li, ** Xingshi Xu**
链接 https://doi.org/10.6041/j.issn.1000-1298.2023.03.040
Transactions of the Chinese Society for Agricultural Machinery
EI，**科协农林领域高质量科技期刊分级目录T1级期刊

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