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宋怀波

          发布日期:2023-09-30     浏览次数:

     

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最高学位:博士   职称:教授

西北农林科技大学机械与电子工程学院 陕西省杨凌示范区西农路22号

邮编:712100 电话:029-87092391

传真:029-87092391

Email:songyangfeifei@163.com

个人简介

宋怀波,男,山东济宁人,工学博士,教授,博士生导师,中国农业工程学会畜牧工程分会常务理事,中国畜牧兽医学会信息技术分会常务理事,陕西农机学会第七届理事会常务理事,“科创中国”农业工程科技服务团高级专家,陕西省图形图像学会理事,中国农学会农业监测预警分会理事、农业工程学会青年工作委员会委员,人工智能学会智能农业专委会会员。主要从事大型畜禽健康行为智能识别技术、农情信息获取及识别等方面的理论研究。先后主持国家自然科学基金青年项目、面上项目,国家重点研发项目子课题,陕西省重点研发计划项目,陕西省自然科学基金,国家863 项目子课题。在Biosystems Engineering, Computers and Electronics in Agriculture等期刊发表论文130余篇,其中SCI/EI收录期刊论文60余篇。

一.教育背景

2004.9-2009.6 山东大学机械学院,机械电子工程专业(硕博连读)

二.工作经历

2009.7-2012.12, 讲师,西北农林科技大学机电学院

2013.1-2019.12,副教授,西北农林科技大学机电学院

2020.1-至今,教授,西北农林科技大学机电学院

三.研究领域

大型畜禽健康行识别技术

高通量植株表型获取技术

农情信息获取技术

四.开设课程

长期从事数字图像处理、智能检测与控制和农业信息技术的教学与科研工作,先后承担本科生数字图像处理、机器视觉与图像分析、数据库原理、电视原理等课程,为硕士研究生讲授图像分析与机器视觉技术课程,参编“十二五”国家级规划教材《数字图像处理》教材1部,获陕西省教学成果一等奖1项。

五.学术成果及代表性文章

[1]Yunfei Wang, Rong Li, Zheng Wang, Zhixin Hua, Yitao Jiao, Yuanchao Duan, Huaibo Song*.E3D: An Efficient 3D CNN for the recognition of dairy cow's basic motion behaviour. Computers and Electronics in Agriculture, 205 (2023) 107607:1-12. (TOP)

[2]Yunfei Wang, Xingshi Xu, Zheng Wang, Rong Li, Zhixin Hua, Huaibo Song*. ShuffleNet-Triplet: A lightweight RE-identification network for dairy cows in natural scenes. Computers and Electronics in Agriculture, 205 (2023) 1076321-13. (TOP)

[3]Qianru Zhang, Yunfei Wang, Lei Song, Mengxuan Han, Huaibo Song*. Using an improved YOLOv5s network for the automatic detection of silicon on wheat straw epidermis of micrographs. Journal of Field Robotics, 2023,40:130-143.

[4]Guangyuan Yang, Xingshi Xu, Lei Song, Qianru Zhang, Yuanchao Duan, Huaibo Song*. Automated measurement of dairy cows body size via 3D point cloud data analysis. Computers and Electronics in Agriculture, 200(2022), 107218:1-14. (TOP)

[5] Zhenyu Li, Qianru Zhang, Shuaichao Lv, Mengxuan Han, Mei Jiang, Huaibo Song*. Fusion of RGB, optical flow and skeleton features for the detection of lameness in dairy cows. Biosystems Engineering, 218 (2022) 62-77 (TOP)

[6]Zhenyu Li, Lei Song, Yuanchao Duan, Yunfei Wang, Huaibo Song*. Basic motion behaviour recognition of dairy cows based on skeleton and hybrid convolution. Computers and Electronics in Agriculture, 2022, 196(106889)1-13. (TOP)

[7]Shuaifei Ma, Qianru Zhang, Tengfei Li, Huaibo Song*. Basic Motion Behavior Recognition of Single Dairy Cow Based on Improved Rexnet 3D Network. Computers and Electronics in Agriculture, 194(2022)106772:1-11. (TOP)

[8]Bo Jiang, Huaibo Song*, Han Wang, Changying Li. Dairy cow lameness detection using a back curvature feature. Computers and Electronics in Agriculture, 194(2022)106729:1-12. (TOP)

[9]Chenjiao Tan, Changying Li*, Dongjian He, Huaibo Song*. Towards real-time tracking and counting of seedlings with a one-stage detector and optical flow. Computers and Electronics in Agriculture, 193(2022)106683:1-12. (TOP)

[10]Mei Jiang, Lei Song, Yunfei Wang, Zhenyu Li, Huaibo Song*. Fusion of the YOLOv4 network model and visual attention mechanism to detect low-quality young apples in a complex environment. Precision Agriculture, 2022,23(2): 559-577. (TOP)

[11]Dihua Wu, Yunfei Wang, Mengxuan Han, Lei Song, Yuying Shang, Xinyi Zhang,  Huaibo Song*. Using a CNN-LSTM for basic behaviors detection of a single dairy cow in a complex environment. Computers and Electronics in Agriculture, 182 (2021) 106016:1-12

[12]Wu Dihua, Lv Shuaichao, Jiang Mei, Song Huaibo*. Using channel pruning-based YOLO v4 deep learning algorithm for the real-time and accurate detection of apple flowers in natural environments. Computers and Electronics in Agriculture, 178(2020)105742:1-12. (Highly cited paper and hot paper )

[13]Yin Xuqiang, Wu Dihua, Shang Yuying, Jiang Bo, Song Huaibo*. Using an EfficientNet-LSTM for the Recognition of Single Cow’s Motion Behaviours in a Complicated Environment. Computers and Electronics in Agriculture,  177 (2020) 105707: 1-14

[14]Bo Jiang, Xuqiang Yin, Huaibo Song*. Single-stream long-term optical flow convolution network for action recognition of lameness dairy cow. Computers and Electronics in Agriculture, 2020(175), 105536:1-7. (Top)

[15]Dihua Wu, Qian Wu, Xuqiang Yin, Bo Jiang, Han Wang, Dongjian He, Huaibo Song*. Lameness detection of dairy cows based on the YOLOv3 deep learning algorithm and a relative step size characteristic vector. Biosystems Engineering, 189 (2020) 150-163.

[16]Dihua Wu, Xuqiang Yin, Bo Jiang, Mei Jiang, Zhenyu Li, Huaibo Song*. Detection of the respiratory rate of standing cows by combining the Deeplab V3+ semantic segmentation model with the phase-based video magnification algorithm. Biosystems Engineering, 192 (2020) 72-89.

[17]Sashuang Sun, Mei Jiang, Dongjian He, Yan Long, Huaibo Song*. Recognition of Green Apples in an Orchard Environment by Combining the GrabCut Model and Ncut Algorithm. Biosystems Engineering, 2019(187):201-213

[18]Jiang Bo, Wu Qian, Yin Xuqiang, Wu Dihua, Huaibo Song*, He Dongjian. FLYOLOv3 Deep Learning for Key Parts of Dairy Cow Body Detection. Computers and Electronics in Agriculture, 2019(166):1-8.

[19]Bo Jiang, Huaibo Song*, Dongjian He. Lameness detection of dairy cows based on a double normal background statistical model. Computers and Electronics in Agriculture, 2019(158): 140-149.

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