李振波

李振波，男，教授，博导兼硕导，信息与电气工程学院副院长。先后主持国家自然科学基金、国家重点研发计划等国家级科研项目8项，主持省部级科研项目8项，参与了多项。在国内外学术期刊和ICCV等CCF-A类顶级学术会议上发表高水平论文90余篇，取得国家发明专利40余项，软件著作权60余项，获得省部级科学技术奖4项。出版专著1部，主编《人体运动分析与跟踪技术》专著，参编《农业物联网导论》《农业信息化概论》《农村农业信息化系统建设关键技术研究与示范》《中国农村信息化发展报告2010》《数字图像理解与智能技术——基于MATLAB和VC++实现》《互联网+农业》等教材和专著。2013年获“中国机械工业科学技术二等奖”、“中华农业科技二等奖”；2015年获“江苏省科技进步二等奖”；2017年获“2014-2016年度全国农牧渔业丰收一等奖”、“中国农业大学教学成果特等奖”；2020年获中国发明协会发明创业奖一等奖。

承担《认知计算与人工智能》《计算机视觉算法与应用》《专业英语》《Linux操作系统》《程序设计》《程序设计实验》课程。

中国计算机学会高级会员

中国计算机学会计算机辅助设计与图形学专委会执行委员

中国计算机学会计算机视觉专委会执行委员

中国图学学会高级会员

中国人工智能学会会员

IEEE会员

国际信息处理联合会IFIP农业信息处理分会副主席

计算机视觉、智慧农业、图像处理、计算机图形学、虚拟现实与人机交互等。

本科生课程：近十年课程数据
研究生课程：近十年课程数据

纵向项目 横向项目

论文题目	刊物名称	收录类别	发表年月	第一作者或全部作者	第一作者单位	排名
Contrastive prototype learning with semantic patchmix for few-shot image classification	Engineering Applications of Artificial Intelligence	SCI	2025	Mengping Dong	China Agricultural University	通讯作者
Towards salient object detection via parallel dual-decoder network	Engineering Applications of Artificial Intelligence	SCI	2025	Chaojun Cen	China Agricultural University	通讯作者
Colliding Depths and Fusion: Leveraging Adaptive Feature Maps and Restorable Depth Recharge for Infrared and Visible Scene Fusion	IEEE Transactions on Multimedia	SCI	2024	Mina Han	China Agricultural University	通讯作者
Plantformer: plant point cloud completion based on local–global feature aggregation and spatial context-aware transformer	Neural Computing and Applications	SCI	2024	Xiaomeng Li	China Agricultural University	通讯作者
PRSN: Prototype resynthesis network with cross-image semantic alignment for few-shot image classification	Pattern Recognition	SCI	2024	Mengping Dong	China Agricultural University	通讯作者
Cluster prototype earth mover’s distance adapters and alignment-guided prompt learning for vision–language models	Pattern Recognition	SCI	2024	Mengping Dong	China Agricultural University	通讯作者
Masked Visual Pre-training for RGB-D and RGB-T Salient Object Detection	PRCV	CCF-C	2024	Yanyu Qi	China Agricultural University	通讯作者
Deep learning in multiple animal tracking: A survey	Computers and Electronics in Agriculture	SCI	2024	Yeqiang Liu	China Agricultural University	通讯作者
TFMFT: Transformer-based multiple fish tracking	Computers and Electronics in Agriculture	SCI	2024	Weiran Li	China Agricultural University	通讯作者
Graph embedding-based heterogeneous domain adaptation with domain-invariant feature learning and distributional order preserving	Neural Networks	SCI	2023	Wenxu Wang	China Agricultural University	通讯作者
Multi-Frequency Representation Enhancement with Privilege Information for Video Super-Resolution	ICCV会议	CCF-A	2023	Fei Li	China Agricultural University	通讯作者
OWS-Seg: Online Weakly Supervised Video Instance Segmentation via Contrastive Learning	ICANN	CCF-C	2023	Yuanxiang Ning	China Agricultural University	通讯作者
Multi-Scale Attention Conditional GAN for Underwater Image Enhancement	CGI	CCF-C	2023	Yiming Li	China Agricultural University	通讯作者
基于人工智能的鱼类行为识别研究综述	农业机械学报	EI期刊	2023	彭秋珺	中国农业大学	通讯作者
面向养殖动物的视觉计数方法及应用综述	农业机械学报	EI期刊	2023	王静	中国农业大学	通讯作者
Dynamic fry counting based on multi-object tracking and one-stage detection	Computers and Electronics in Agriculture	SCI	2023	Hanyu Zhang	China Agricultural University	通讯作者
Invertible Underwater Image Enhancement Network	ICME会议	CCF-B	2023	Fei Li	China Agricultural University	通讯作者
A lightweight network for portable fry counting devices	Applied Soft Computing	SCI	2023	Weiran Li	China Agricultural University	通讯作者
Dual‐attention global domain adaptation for mariculture image enhancement	IET Image Processing	SCI	2023	Fei Li	China Agricultural University	通讯作者
LFCNet: A lightweight fish counting model based on density map regression	Computers and Electronics in Agriculture	SCI	2022	Yuanyang Zhao	China Agricultural University	通讯作者
Towards fusing fuzzy discriminative projection and representation learning for image classification	Engineering Applications of Artificial Intelligence	SCI	2022	Yun Wang	China Agricultural University	通讯作者
Fuzzy Discriminative Block Representation Learning for Image Feature Extraction	IEEE Transactions on Image Processing	CCF-A	2022	Yun Wang	China Agricultural University	通讯作者
DRCNet: Dynamic Image Restoration Contrastive Network	ECCV会议	CCF-B	2022	Fei Li	China Agricultural University	通讯作者
An empirical study of fault diagnosis methods of a dissolved oxygen sensor based on ResNet-50	International Journal of Sensor Networks	SCI	2022	Pu Yang	China Agricultural University	通讯作者
Tied Bilateral Learning for Aquaculture Image Enhancement	Computers and Electronics in Agriculture	SCI	2022	Fei Li	China Agricultural University	通讯作者
CMFTNet: Multiple fish tracking based on counterpoised JointNet	Computers and Electronics in Agriculture	SCI	2022	Weiran Li	China Agricultural University	通讯作者
SOTR: Segmenting Objects with Transformers	ICCV会议	CCF-A	2021	Ruohao Guo	China Agricultural University	通讯作者
LeafMask: Towards Greater Accuracy on Leaf Segmentation	ICCV会议	CCF-A（Workshop）	2021	Ruohao Guo	China Agricultural University	通讯作者
基于多源信息融合的农业空地一体化研究综述	农业机械学报	EI期刊	2021	杨普	中国农业大学	通迅作者
基于机器视觉的鱼体长度测量研究综述	农业机械学报	EI期刊	2021	李振波	中国农业大学	通迅作者
基于优化SSD算法的冰鲜鲳鱼新鲜度评估方法研究	农业机械学报	EI期刊	2021	李振波	中国农业大学	通迅作者
A high-precision detection method of hydroponic lettuce seedlings status based on improved Faster RCNN	Computers and Electronics in Agriculture	SCI	2021	Zhenbo Li	China Agricultural University	1
S-FPN: A shortcut feature pyramid network for sea cucumber detection in underwater images	Expert Systems With Applications	SCI	2021	Fang Peng	China Agricultural University	通讯作者
基于改进 VGG-19 卷积神经网络的冰鲜鲳鱼新鲜度评估方法	农业工程学报	EI期刊	2021	李振波	中国农业大学	通迅作者
基于计算机视觉的奶牛体况评分研究综述	农业机械学报	EI期刊	2021	吴宇峰	中国农业大学	通迅作者
Vegetable Recognition and Classification Based on Improved VGG Deep Learning Network Model	International Journal of Computational Intelligence Systems	SCI	2020	Zhenbo Li	China Agricultural University	1
A solanaceae disease recognition model based on SE-Inception	Computers and Electronics in Agriculture	SCI	2020	Zhenbo Li	China Agricultural University	1/通讯作者
A review of computer vision technologies for plant phenotyping	Computers and Electronics in Agriculture	SCI	2020	Zhenbo Li	China Agricultural University	1/通讯作者
基于可见光谱的鱼苗体长估测方法研究	光谱学与光谱分析	SCI	2020	Zhenbo Li	China Agricultural University	1/通讯作者
Shellfish Detection Based on Fusion Attention Mechanism in End-to-End Network	Chinese Conference on Pattern Recognition and Computer Vision (PRCV)	EI	2019	Guangyao Li	China Agricultural University	通讯作者
Study on estimation method of fry body length based on visible spectrum	Spectroscopy and Spectral Analysis	SCI	2019	Binshan Niu	China Agricultural University	通讯作者
A bilateral symmetry based pose normalization framework applied to livestock body measurement in point clouds	Computers and Electronics in Agriculture	SCI	2019	Hao Guo	China Agricultural University	2
Mounting Behaviour Recognition for Pigs Based on Deep Learning	SENSORS	SCI	2019	Dan Li	China Agricultural University	3
基于Mask R-CNN的猪只爬跨行为识别	农业机械学报	EI	2019	李丹	China Agricultural University	5
High performance vegetable classification from images based on AlexNet deep learning model	Int J Agric & Biol Eng	SCI	2019	Ling Zhu	China Agricultural University	通讯作者
Survey of Fish Behavior Analysis by Computer Vision	Journal of Aquaculture Research & Development	英文核心	2018	Niu Bingshan	China Agricultural University	6
基于胶囊SE-Inception的茄科病害识别方法研究	图学学报	中文核心	2021	杨泳波	中国农业大学	通讯作者
A hybrid model for dissolved oxygen prediction in aquaculture based on multi-scale features	Information Processing in Agriculture	EI	2018	Chen Li	China Agricultural University	通讯作者
A Spatiotemporal Convolutional Network for Multi-Behavior Recognition of Pigs	SENSORS	SCI	2020	Dan Li	China Agricultural University	3
Body Condition Score for Dairy Cows Method Based on Vision Transformer	2021 IEEE International Workshop on Metrology for Agriculture and Forestry	EI会议	2021	Yufeng Wu	China Agricultural University	通讯作者
A QR code based tracing method for fresh pork quality in cold chain	Journal of Food Process Engineering	SCI	2018	Peng Yaoqi	China Agricultural University	6
Multi-kernel dictionary learning for maize varieties classification	International Journal of Agricultural and Biological Engineering	SCI	2018	Hua Zhu	China Agricultural University	3
Sea cucumber image dehazing method by fusion of retinex and dark channel	IFAC PapersOnLine	EI	2018	Zhenbo Li	China Agricultural University	1/通讯作者
Water Quality prediction model combining sparse auto-encoder and LSTM Network	IFAC PapersOnLine	EI	2018	Zhenbo Li	China Agricultural University	1/通讯作者

软件著作 专利