Publications
2023
Live Pig-Weight Learning and Prediction Method Based on a Multilayer RBF Network
Haoming Chen, Yun Liang*, Hao Huang, Qiong Huang, Wei Gu, Hao Liang
Agriculture-Basel, 2023, 13,253,1-12. （JCR 1区）
[PDF] [Project Page]
Global Dilated Attention and Target Focusing Network for Robust Tracking
Yun Liang*, Qiaoqiao Li, Fumian Long
The 37th AAAI Conference on Artificial Intelligence (AAAI), 2023 .02-14, WASHINGTON, USA. （CCF A类 国际会议）
[PDF] [Project Page]
Feature-preserving Color Pencil Drawings from Photographs
Dong Wang, Guiqing Li, Chengying Gao, Shengwu Fu, Yun Liang.
Computational Visual Media, accepted, 2023,06. （JCR 1区）
[PDF] [Project Page]
结合边界预测和动态模板方法的槽填充模型
朱展标, 黄沛杰*, 张业兴, 刘树东, 张华林, 谢浩杰, 黄均曜 , 林丕源
中文信息学报, 2023, 37 (4): 72-80. （计算领域-T1）
[PDF] [Project Page]
SDTN: speaker dynamics tracking network for Emotion Recognition in Conversation
Jiawei Chen, Peijie Huang*, Guotai Huang, Qianer Li, Yuhong Xu.
In Proceedings of the 48th International Conference on Acoustics, Speech and Signal Processing (ICASSP 2023), Rhodes Island, Greece, June 4-9 （CCF-B）
[PDF] [Project Page]
A Novel Classifier Ensemble Method Based on Subspace Enhancement for High-Dimensional Data Classification
Yuhong Xu (徐禹洪), Zhiwen Yu*, Wenming Cao, C. L. Philip Chen
IEEE Transactions on Knowledge and Data Engineering, vol. 35, no. 1, pp. 16-30, 2023. (JCR 1区, SCI检索, 影响因子: 9.235, 第一作者)
[PDF] [Project Page]
Adaptive Subspace Optimization Ensemble Method for High-Dimensional Imbalanced Data Classification
Yuhong Xu (徐禹洪), Zhiwen Yu*, C. L. Philip Chen, Zhulin Liu
IEEE Transactions on Neural Networks and Learning Systems, vol. 34, no. 5, pp. 2284-2297, 2023. (JCR 1区, SCI检索, 影响因子: 14.255, 第一作者)
MaskDis R-CNN: An instance segmentation algorithm with adversarial network for herd pigs
Shuqin Tu, Qiantao Zeng, Yun Liang*, Haofeng Liu, Xiaolong Liu, Lei Huang, Zhengxin Huang
IET Image Processing, 2023.
[PDF] [Project Page]
改进TransTrack多目标生猪行为跟踪方法
涂淑琴 ，黄正鑫 , 梁 云 *, 黄 磊 , 刘晓龙
农业工程学报，2023，39(15)：173-181.
[PDF] [Project Page]
Recognition of crop leaf diseases based on multi-feature fusion and evolutionary algorithm optimization
Lixia Zhang, Kangshun Li, Yu Qi
International Journal of Bio-Inspired Computation, 2023，21(3),163-173（SCI, IF: 3.977, 中科院3区）
[PDF] [Project Page]
Target Soybean Leaf Segmentation Model Based on Leaf Localization and Guided Segmentation
Dong Wang,Zetao Huang, Haipeng Yuan, Yun Liang*,Shuqin Tu, Cunyi Yang
Agriculture, 2023,13(9):1662
[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]
CLID: A Chunk-Level Intent Detection Framework for Multiple Intent Spoken Language Understanding
Haojing Huang, Peijie Huang*, Zhanbiao Zhu, Jia Li, Piyuan Lin.
IEEE Signal Processing Letters, 2022, 29: 2123-2127 （中科院二区）
[PDF] [Project Page]
A Graph Attention Interactive Refine Framework with Contextual Regularization for Jointing Intent Detection and Slot Filling
Zhanbiao Zhu, Peijie Huang*, Haojing Huang, et al.
In Proceedings of the 47th International Conference on Acoustics, Speech and Signal Processing (ICASSP 2022), Singapore, May 22-27. （CCF-B）
[PDF] [Project Page]
中文口语语言理解中依赖引导的字特征槽填充模型
朱展标, 黄沛杰*, 张业兴, 刘树东, 张华林, 谢浩杰, 黄均曜, 林丕源.
In Proceedings of the 47th International Conference on Acoustics, Speech and Signal Processing (ICASSP 2022), Singapore, May 22-27. （CCF-B）
[PDF] [Project Page]
Adjacency Pairs-Aware Hierarchical Attention Networks for Dialogue Intent Classification
Jiabao Xu, Peijie Huang*, Youming Peng, et al.
In Proceedings of the 47th International Conference on Acoustics, Speech and Signal Processing (ICASSP 2022), Singapore, May 22-27. （CCF-B）
[PDF] [Project Page]
Classifier Ensemble Based on Multiview Optimization for High-Dimensional Imbalanced Data Classification
Yuhong Xu (徐禹洪), Zhiwen Yu*, C. L. Philip Chen
IEEE Transactions on Neural Networks and Learning Systems, DOI: 10.1109/TNNLS.2022.3177695. (JCR 1区, SCI检索, 影响因子: 14.255, 第一作者)
[PDF] [Project Page]
Adaptive Dense Ensemble Model for Text Classification
Yuhong Xu (徐禹洪), Zhiwen Yu*, Wenming Cao, C. L. Philip Chen
IEEE Transactions on Cybernetics, vol. 52, no. 8, pp. 7513-7526, 2022. (JCR 1区, SCI检索, 影响因子: 19.118, 第一作者)
[PDF] [Project Page]
基于 YOLOv4 和双重回归的复杂环境檀香树缺苗定位方法
张 宇, 徐浩然, 牛家俊, 涂淑琴*, 赵文锋
农业机械学报,2022,53(11):299-305，340.
[PDF] [Project Page]
Person Re-identification with multi-features based on Evolutionary Algorithm
Lixia Zhang, Kangshun Li, Yu Qi
IEEE Transactions on Emerging Topics in Computational Intelligence, 2022,6(3):509-518.（SCI, IF:4.851, 中科院2区）.
[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]
Cross-domain Slot Filling with Distinct Slot Entity and Type Prediction
Shudong Liu, Peijie Huang*, Zhanbiao Zhu, et al.
In Proceedings of the 10th CCF International Conference on Natural Language Processing and Chinese Computing (NLPCC 2021), October 13-17, 2021. （CCF-C）
[PDF] [Project Page]
Knowledge-base chat detection with false mention discrimination
Wei Liu, Peijie Huang*, Dongzhu Liang, Zihao Zhou.
In Proceedings of the 46th International Conference on Acoustics, Speech and Signal Processing (ICASSP 2021), Toronto, Canada, Toronto, Canada, June 6-11. （CCF-B）
[PDF] [Project Page]
GAN-based out-of-domain detection using both in-domain and out-of domain samples
Chaojie Liang, Peijie Huang*, Wenbin Lai, Ziheng Ruan.
In Proceedings of the 46th International Conference on Acoustics, Speech and Signal Processing (ICASSP 2021), Toronto, Canada, June 6-11. （CCF-B）
[PDF] [Project Page]
Adaptive Classifier Ensemble Method Based on Spatial Perception for High-Dimensional Data Classification
Yuhong Xu (徐禹洪), Zhiwen Yu, Wenming Cao, C. L. Philip Chen, Jane You
IEEE Transactions on Knowledge and Data Engineering, vol. 33, no. 7, pp. 2847-2862, 2021. (JCR 1区, SCI检索, 影响因子: 9.235, 第一作者)
[PDF] [Project Page]
Automatic Detection and Segmentation for Group-Housed Pigs Based on PigMS R-CNN †
Shuqin Tu , Weijun Yuan, Yun Liang *, Fan Wang and Hua Wan
Sensors, 2021, 21(9):3251-3265.
[PDF] [Project Page]
基于改进Faster R-CNN的百香果自动检测
涂淑琴， 黄 健， 林跃庭， 李嘉林， 刘浩锋 ， 陈志民
实验室研究与探索, 2021, 40(11): 32-37.
[PDF] [Project Page]
Local feature extracted by the improved bag of features method for person re-identification
Lixia Zhang, Kangshun Li, Yu Qi, Fubin Wang
Neurocomputing, 2021, 458 (2021) :690–700. （SCI, IF:5.719,工程技术2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]
Hybrid Dimensionality Reduction Forest With Pruning for High-Dimensional Data Classification
Weihong Chen, Yuhong Xu (徐禹洪)*, Zhiwen Yu*, Wenming Cao, C. L. Philip Chen, Guoqiang Han
IEEE Access, vol. 8, pp. 40138-40150, 2020. (JCR 2区, SCI检索, 通讯作者)
[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]
Latent Topic Attention for Domain Classification
Peisong Huang, Peijie Huang*, Wencheng Ai, et al.
In Proceedings of the 20th Annual Conference of the International Speech Communication Association (INTERSPEECH 2019), September 15–19, 2019, Graz, Austria, pp. 1338-1342, 2019. （CCF-C）
[PDF] [Project Page]
A Knowledge-Gate Mechanism for Utterance Domain Classification
Zefeng Du, Peijie Huang*, Yuhong He, et al.
In Proceedings of the 8th CCF International Conference on Natural Language Processing and Chinese Computing (NLPCC 2019), LNAI 11839, pp. 142–154, 2019. （CCF-C）
[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]
基于优化样本分布抽样集成学习的半监督文本分类方法研究
徐禹洪, 黄沛杰*
中文信息学报, vol. 31, no. 6, pp. 180-189, 2017. (中文信息处理领域的权威期刊, 北大核心, CCF-B类, 第一作者)
[PDF] [Project Page]
2016
Component-based Distributed Framework for Coherent and Real-time Video Dehazing
Meihua Wang, JiamingMai, Yun Liang, Tom Z. J. Fu, Zhenjie Zhang, Ruichu Cai
The 13th Asian Conference on Computer Vision (ACCV’16), TaiBei, Nov.20-24, 2016. （CCF C类 国际会议）
[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]
Policy Optimization of Dialogue Management in Spoken Dialogue System for Out-of-Domain Utterances
Yuhong Xu (徐禹洪), Peijie Huang*, Jiecong Tang, et al.
International Conference on Asian Language Processing, pp. 10-13, 2016. (EI检索国际会议, 第一作者)
[PDF] [Project Page]
2015
Learning structured group sparse representation for RGB-D image classification
Tu Shuqin, Xue Yueju, Liang Yun, Zhang Xiao, Lin Huankai, Guo Aixia
Journal of Information and Compu-tational Science, v 12, n 11, p 4357-4367, July 20, 2015.
[PDF] [Project Page]
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]