邱少健 Qiu Shaojian
Short Biography
邱少健，博士，华南农业大学数学与信息（软件）学院教师，研究生导师，IEEE会员，CCF YOCSEF广州分论坛委员。近五年从事智能软件工程、智慧农业领域研究。发表或参与发表国际SCI&EI论文20余篇、国际会议论文4篇和国内中文核心刊物论文5篇；目前担任IEEE Trans. on Reliability、Information and Software Technology和Knowledge-Based Systems等国际期刊的审稿人；授权\申请发明专利10余项；主持广东省联合基金项目1项，普通高校青年创新人才项目1项，广州市基金项目1项，参与广东省应用型重大专项和省自然科学基金各1项，作为主要参与人的项目“移动互联网软件用户行为分析与可靠性保障平台建设及规模化应用”获2019年度广东省科技进步奖二等奖。
Publications
2023
Cross-project clone consistent-defect prediction via transfer-learning method.
Wenchao Jiang, Shaojian Qiu, Tiancai Liang, Fanlong Zhang*.
Information Sciences, 2023, 635, 138-150. （JCR 1区）
[PDF] [Project Page]
Defect Prediction via Tree-Based Encoding with Hybrid Granularity for Software Sustainability
Qiu Shaojian, Huang Huihao, Jiang Wenchao*, Zhang Fanlong, Zhou Weilin
IEEE Transactions on Sustainable Computing, 已录用, 2023. （JCR 1区）
[PDF] [Project Page]
Trade filtering method for trend following strategy based on LSTM-extracted feature and machine learning
Liang Jun, Huang Keyi, Qiu Shaojian*, Lin Hai, Lian Ken
Journal of Intelligent and Fuzzy Systems, 2023, 44 (4), 6131-6149（JCR 4区）
[PDF] [Project Page]
Code Clone Detection via Software Visualization Representation Learning
Shaojian Qiu, Shaosheng Wang, Yujun Liang, Wenchao Jiang, Fanning Zhang*
The 35th International Conference on Software Engineering and Knowledge Engineering, 2023 (EI, CCF-C)
[PDF] [Project Page]
2022
Tracking Guided Action Recognition for Cows
Yun Liang*, Xiaoming Chen
Quantitative Biology, 2022.04, 1-15.
[PDF] [Project Page]
Structure-Aware Parametric Representations for Time-Resolved Light Transport
Diego Royo, Zesheng Huang, Yun Liang*, Boyan Song, Adolfo Munoz, Diego Gutierrez, Julio Marco
Optics Letters, 2022,47(19),5212-5215 （中科院 2区）
[PDF] [Project Page]
基于 JDE 模型的群养生猪多目标跟踪
涂淑琴, 黄磊, 梁云*, 黄正鑫, 李承桀, 刘晓龙
农业工程学报, 已录用, 2022. （农业工程类 排名第1 中文期刊）
[PDF] [Project Page]
Automated Behavior Recognition and Tracking of Group-Housed Pigs with an Improved DeepSORT Method
Shuqin Tu, Qiantao Zeng, Yun Liang*, Xiaolong Liu, Lei Huang, Shitong Weng, Qiong Huang
Agriculture (Agriculture-Basel), 2022. （JCR 1区，中科院 2区）
[PDF] [Project Page]
Ultrasound Image Segmentation algorithm of Ocular Muscle of Breeding pig based on Continuous Minimum Cut
Yun Liang*, Yijin Chen, Hanxing Liu, Yuqing Zhang, Yingjie Kuang
The 9th International Conference on Digital Home, 2022.10.28-30, Guangzhou, China. （EI会议，B超图像分割）
[PDF] [Project Page]
Waveform-Logmel Dual Stream Fusion Network for Sound Event Detection
Yun Liang*, Shitong Weng, Shenlong Zheng, Shaojian Qiu
The 9th International Conference on Digital Home, 2022.10.28-30, Guangzhou, China. （EI会议，声音事件检测）
[PDF] [Project Page]
Feature Dense Relevance Network for Single Image Dehazing
Yun Liang*, Enze Huang, Zifeng Zhang, Zhuo Su, Dong Wang
The 31st International Joint Conference on Artificial Intelligence (IJCAI),2022, 07.23-07.29, Austria, Vienna （CCF A类 国际会议）
[PDF] [Project Page]
基于改进 ByteTrack 算法的群养生猪行为识别与跟踪技术
涂淑琴, 汤寅杰, 李承桀, 梁云*, 曾扬晨, 刘晓龙
农业机械学报, 2022, 53(12):264-272. （农业工程类 排名第2 中文期刊）
[PDF] [Project Page]
基于改进 DeepSORT 的群养生猪行为识别与跟踪方法
涂淑琴, 刘晓龙, 梁云, 张宇*, 黄磊, 汤寅杰
农业机械学报, 2022, 53(08):345-352. （农业工程类 排名第2 中文期刊）
[PDF] [Project Page]
融合 3D 注意力和 Transformer 的图像去雨网络
王美华, 柯凡晖, 梁云, 范衠*, 廖磊
中国图象图形学报, 2022,27(5), 1509-1521 （CCF B类 中文期刊）
[PDF] [Project Page]
2021
Multi-features guided robust visual tracking
Yun Liang, Jian Zhang*, Meihua Wang, Chen Lin, Jun Xiao
Multimedia tools and applications, 2021, 80 (11), 16367-16395. （JCR 2区）
[PDF] [Project Page]
Robust Visual Tracking Based on Convolutional Sparse Coding
Yun Liang, Dong Wang*, Yijin Chen, Lei Xiao, Caixing Liu
Wireless Communications and Mobile Computing,2021.03.24. （JCR 3区）
[PDF] [Project Page]
Automatic Detection and Segmentation for Group-Housed Pigs Based on PigMS R-CNN †
Shuqin Tu, Weijun Yuan, Yun Liang*, Fan Wang, Hua Wan
Sensors, 2021, 21, 3251. （JCR 1区）
[PDF] [Project Page]
2020
基于瞬态图像的非视距成像技术综述
梁云*, 宋柏延, 王栋, 邝颖杰, 刘财兴
中国图形学大会（China Graph）, 2020.10.27-2020.10.28, 厦门.
[PDF] [Project Page]
Compression and Denoising of Time-Resolved Light Transport
Yun Liang*, Mingqin Chen, Zesheng Huang, Adolfo Muñoz, Diego Gutierrez, Julio Marco
Optics Letters, 2020,45(7), 1986-1989. （中科院 2区）
[PDF] [Project Page]
On large appearance change in visual tracking
Yun Liang, Mei-Hua Wang, Yan-Wen Guo, Jia-Ming Mai, Wei-Shi Zheng*
Neural Computing and Applications, 2020, 32: 6089-6109. （中科院 2区）
[PDF] [Project Page]
Single Image Rain Removal with Reusing Original Input Squeeze-and-Excitation Network
Meihua Wang, Lunbao Chen, Yun Liang*, Han Huang, Ruichu Cai
IET image processing, accepted, 2020.02.29. （JCR 3区）
[PDF] [Project Page]
2019
Generic interactive pixel-level image editing
Yun Liang, Yibo Gan, Mingqin Chen, Diego Gutierrez, Adolfo Munoz*
Computer Graphics Forum, 2019, 38(7), 23-33. The 27th Pacific conference on computer graphics and applications, 2019, Seoul, October 14-17. （CCF B类 国际会议）
[PDF] [Project Page]
A Data-Driven Compression Method for Transient Rendering
Yun Liang, Mingqin Chen, Zesheng Huang, Diego Gutierrez, Adolfo Munoz, Julio Marco*
The 46th SIGGRAPH, shorter paper, 2019, 7.28-8.01.
[PDF] [Project Page]
Robust visual tracking via identifying multi-scale patches
Yun Liang*, Ke Li, Jian Zhang, Meihua Wang, Chen Lin
Multimedia tools and applications, June, 2019,78(11), 14195-14230. （JCR 2区）
[PDF] [Project Page]
2018
A semi-supervised framework for topology preserving performance-driven facial animation
Jian Zhang*, Na Li, Yun Liang
Signal Processing, 143 (2018) 171–180. （中科院 2区）
[PDF] [Project Page]
懒交互模式下散乱不规则分块引导的目标跟踪
刘财兴, 李亚桢, 陈铭钦, 梁云*, 甘乙波
中大学报（自然版）, 2018, 57(4), 62-71. （核心期刊）
[PDF] [Project Page]
A Benchmark for Action Recognition of Large Animals
Yun Liang, Fuyou Xue, Xiaoming Chen, Zexin Wu, Xiangji Chen
The 7th international conference on digital home, Guilin, 2018, Nov. 30-Dec.01.
[PDF] [Project Page]
Single image deraining using deep convolutional networks
Meihua Wang, Jiaming Mai, Ruichu Cai, Yun Liang, Hua Wan
Multimed Tools Appl (2018) 77:25905–25918. （JCR 2区）
[PDF] [Project Page]
Drug Target Interaction Prediction with Non-random Missing Labels
Ni Sheng, Lin Chen, Zeng Xiangxiang, Liang Yun
2018 IEEE International Conference on Bioinformatics and Bio-medicine (IEEE BIBM 2018). （CCF B类 国际会议）
[PDF] [Project Page]
Multi-modal feature fusion for geographic image annotation
Ke Li, Changqing Zou*, Shuhui Bu, Yun Liang, Jian Zhang, Minglun Gong
Pattern Recognition, 2018, (73):1–14. （中科院 2区）
[PDF] [Project Page]
2017
Objective Quality Prediction of Image Retargeting Algorithms
Yun Liang, Yong-Jin Liu*, Diego Gutierrez
IEEE Transactions on Visualization & Computer Graphics (TVCG)，2017, 23(2), 1099-1110. （CCF A类 国际期刊）
[PDF] [Project Page]
Learning 3D faces from 2D images via Stacked Contractive Autoencoder
Jian Zhang*, Ke Li, Yun Liang, Na Li
Neurocomputing, 257 (2017) 67–78.（中科院2区）
[PDF] [Project Page]
A Formal Product Search Model with Ensembled Proximity
Zepeng Fang, Chen Lin, Yun Liang
Web and Big Data, Springer International Publishing AG, 2017, 565-572.
[PDF] [Project Page]
A component-driven distributed framework for real-time video dehazing
MeihuaWang, Jiaming Mai, Yun Liang, Ruichu Cai, Tom Zhengjia Fu, Zhenjie Zhang
Multimedia tools and applications, 2017 (5) :1-18. （JCR 2区）
[PDF] [Project Page]
基于重要区域识别和匹配的目标跟踪方法
梁云, 龚杰文, 李亚桢, 张剑, 深汉灵
GDC, 2017年8月12日-14日, 山东烟台, 第十届全国几何设计与计算学术会议（GDC 2017）.
[PDF] [Project Page]
2016
Component-based Distributed Framework for Coherent and Real-time Video Dehazing
Meihua Wang, JiamingMai, Yun Liang, Ruichu Cai, Tom Z. J. Fu, Zhenjie Zhang
2017 IEEE International Conference on Computational Science and Engineering (CSE) and IEEE International Conference on Embedded and Ubiquitous Computing (EUC), 21-24 July 2017, Guangzhou, China
[PDF] [Project Page]
Ensemble-Driven Support Vector Clustering: From Ensemble Learning to Automatic Parameter Estimation
Dong Huang, Chang-Dong Wang, Jian-Huang Lai, Yun Liang, Shan Bian, Yu Chen
In proceedings 23th of International Conference on Pattern Recognition (ICPR), 2016. Cancun, Mexico, Dec 04-08. （CCF C类 国际会议）
[PDF] [Project Page]
2015
2014
改进拉普拉斯金字塔模型的高动态图像色调映射方法
梁云*, 莫俊彬
计算机辅助与图形学学报, 2014, 26(12), 2182-2188. （CCF A类 中文期刊）
[PDF] [Project Page]
重要区域保持的图像缩放质量评价方法
梁云, 傅贤超, 刘财兴*
中国图象图形学报, 2014, 8(19), 1168-1175. （CCF B类 中文期刊）
[PDF] [Project Page]
边缘感知的图像分层细节增强和平滑
梁云*, 罗笑南
China Graph 2014, 2014/10/17-2014/10/19, 武汉, 2014/10/17.
[PDF] [Project Page]
Visual Tracking by Sparse Representation and Global Measure
Meihua Wang, Fuming Liu, Yun Liang
Journal of Information & Computational Science 11:12 (2014) 4211–4218.
[PDF] [Project Page]
2013
Edge-Preserving Texture Suppression Filter Based on Joint Filtering Schemes
Zhuo Su, Xiaonan Luo, Zhengjie Deng, Yun Liang, Zhen Ji
IEEE Transactions on Multimedia, Regular Paper, Vol. 15, No. 3, 535-548, 2013. （中科院 2区）
[PDF] [Project Page]
Optimized image retargeting using aesthetic-based cropping and scaling
Yun Liang*, Zhuo Su, Chuntao Wang, Dong Wang, Xiaonan Luo
IEEE Transactions on Multimedia, Regular Paper, Vol. 15, No. 3, 535-548, 2013. （中科院 2区）
[PDF] [Project Page]
Optimal Scaling Factor As-signment for Patchwise Image Retargeting
Yun Liang*, Yong-Jin Liu, Xiao-Nan Luo, Lexing Xie, Xiaolan Fu
IEEE Computer Graphics and Applications, Vol. 33, No. 5, pp. 68-78, 2013. （JCR 3区）
[PDF] [Project Page]
2012
Patchwise Scaling Method for Content-aware Image Resizing
Yun Liang*, Zhuo Su, Xiaonan Luo
Signal Processing (Elsevier), 2012.92(5), 1243-1257. （中科院 2区）
[PDF] [Project Page]
2011
基于 Hot-Target 图和特征边缘保持的图像收缩方法
梁云*, 苏卓, 罗笑南, 王栋
软件学报, 2011, 22(4) :789-800. （CCF A类 中文期刊）
[PDF] [Project Page]
Multiple-cue saliency measurement and optimized image composition for image retargeting
Xiaonan Luo, Zhongming Zhao, Zhuo Su*, Yun Liang
Journal of Computational and Applied Mathematics ,2011, 236, 704-713. （中科院 2区）
[PDF] [Project Page]
Current Students
已毕业硕士：王劭晟，韦广函
硕士三年级：无
硕士二年级：黄晖豪、黄梦阳、尤小康
硕士一年级：刘海洋、程嘉濠、甘淑琴、陈伟标