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周明亮
时间:2020-09-03    浏览量:次

周明亮,男,博士(后),博士/硕士生导师,濠江学者, 博士毕业于北京航空航天大学计算机学院,师从球探网杰出校友李波教授,博士毕业后前往香港城市大学做博士后,师从Sam KWONG教授和贾维嘉教授,已在IEEE TIPIEEE TCSVTIEEE TMMTOMM等重要国际期刊发表多篇重要的学术论文,取得了显著的科研成果,其多项研究成果已在实际系统中应用其中,其中以第一/通讯作者在ACM/IEEE Transactions系列期刊和顶级会议发表论文10余篇,作为关键人员参与多项国家863科技专项和重点研发专项,香港ITF,国家自然科学基金等,目前研究团队研究生人数在15人以上,有严格、规范的培养制度保障,课题组经费充足,研究团队经常性组织学术及户外活动,营造团结、紧张、严肃、活泼的氛围。优秀者可以推荐至德国,香港,澳门,北京航空航天大学博士学位或者进行博士后研究工作,成功率非常高。课题组名额充足但竞争激烈,请提前联系。电子邮箱(mingliangzhou@cqu.edu.cn)

研究方向如下,但也不局限于此:

1、二维/三维人体姿态估计;

2、大数据智能感知与处理;

3、抗遮挡的行人检测算法;

4、高性能视频大数据感知编码与传输;

5、图像分割。

作为我的硕士/博士研究生,我可以给你什么?

你能得到全方位的科研能力培养(我亲自带,手把手教)、所需要的科研资源(高性能服务器,支持参加高水平国际会议)和具有竞争力的生活保障(水平跟津贴成正相关)。以目前我先前在香港和澳门带学生的经验,只要自己勤奋努力和能跟上我的工作节奏,在较短的时间内,就能做出业内顶尖的科研成果,不输于80%国内TOP 5高校的研究生。针对想去工业界的硕士生,我会重点培养动手能力。针对致力于学术研究的硕博士生,会着重培养高水平的科研能力,能跟世界顶尖的研究生一拼高下。


发表论文和专利:


以第一作者身份发表的期刊论文

[1] Mingliang Zhou, Xuekai Wei, Sam Kwong,Weijia Jia, Bin Fang, Just Noticeable Distortion-Based Perceptual Rate Controlin HEVC. IEEE Trans. Image Processing (doi10.1109/TIP.2020.3004714).

 [2] Mingliang Zhou, Xuekai Wei, Shiqi Wang, Sam Kwong, Chi-Keung Fong,Peter H. W. Wong, Wilson Y. F. Yuen, Wei Gao, SSIM-Based Global Optimizationfor CTU-Level Rate Control in HEVC. IEEE Trans. Multimedia 21(8): 1921-1933(2019). doi: 10.1109/TMM.2019.2895281.

[3] Mingliang Zhou, Xuekai Wei, Sam Kwong,Weijia Jia, Bin Fang, Rate Control Method Based on Deep Reinforcement Learningfor Dynamic Video Sequences in HEVC, in IEEE Trans. Multimedia. doi:10.1109/TMM.2020.2992968.

[4] Mingliang Zhou, Xuekai Wei, Shiqi Wang,Sam Kwong, et al., Global Rate-Distortion Optimization-Based Rate Control forHEVC HDR Coding, in IEEE Transactions on Circuits and Systems for VideoTechnology. doi: 10.1109/ TCSVT.2019.2959807.

[5] Mingliang Zhou, Yongfei Zhang, Bo Li,XuPeng Lin, Complexity Correlation Based CTULevel Rate Control with DirectionSelection for HEVC, ACM Transactions on Multimedia Computing, Communications and Application, 2017, 13(4): 53. doi: 10.1145/ 3107616.

[6] Mingliang Zhou, YongfeiZhang, Bo Li, Hai-Miao Hu, Complexity-basedintra frame rate control by jointing inter-frame correlation for highefficiency video coding, Journal of Visual Communication and Image Representation,2017, 42, pp.46-64. doi: 10.1016/j.jvcir.2016.11.013.

[7] Mingliang Zhou, Bo Li, Yongfei Zhang, Content-adaptiveParameters Estimation for Multi-dimensional Rate Control, Journal of VisualCommunication and Image Representation, Jan. 2016, vol. 34, pp. 204-218. doi:10.1016/j.jvcir.2015.11.011.

[8] Mingliang Zhou, Xuekai Wei, Sam Kwong,et al., Reinforcement Learning-based QoE-oriented Dynamic Adaptive StreamingFramework, submit to IEEE Trans. Multimedia (2020) (Minor).

[9] Xuekai Wei, Mingliang Zhou*, Sam Kwong,et al., A Hybrid Control Scheme for 360-Degree Dynamic Adaptive Video Streaming over Mobile Devices , submit to IEEE transactions on mobile computing (2020) (Minor,共同一作加通讯作者).

[10] Mingliang Zhou, Qin Mao, Chen Zhong,Weiqin Zhang, Changzhi Chen, Spatial Error Concealment by Jointing Gauss BayesModel and SVD for High Efficiency Video Coding. IJPRAI 33(14): 1954037:1-1954037: 20 (2019). doi: 10.1142/S021800141954 0375.

以第一作者身份发表的会议论文

[11] Mingliang Zhou, Hai-MiaoHu, YongfeiZhang, Region-based Intra-Frame Rate-Control Scheme for High Efficiency VideoCoding, APSIPA ASC 2014. doi: 10.1109/ APSIPA.2014.7041648.

以通讯作者身份发表的期刊论文

[12] YingqiZhang, Yong Feng, Jiaxing Shang, MingliangZhou, Baohua Qiang, Attention-Aware Joint Location Constraint Hashing forMulti-Label Image Retrieval, in IEEE Access, vol. 8, pp. 3294-3307, 2020, doi:10.1109/ACCESS.2019.2962084.

[13] BaohuaQiang, Ruidong Chen, Yuan Xie, MingliangZhou, Riwei Pan, Tian Zhao, Hybrid Deep Neural Network-based Cross-modalImage and Text Retrieval Method for Large-scale Data. Journal of Circuits,Systems and Computers, 2020. doi:10.1142/S02181 26621500183.

[14] TongGao, Wei Sheng, Mingliang Zhou, BinFang and Liping Zheng, MEMS Inertial Sensor Fault Diagnosis Using a CNN-Based Data-DrivenMethod. International Journal of Pattern Recognition and ArtificialIntelligence, 2019. doi: 10.1142/S0218001420 59048X.

以通讯作者身份发表的会议论文

[15] YiChen, Sam Kwong, Mingliang Zhou,Shiqi Wang, Guopu Zhu, Yi Wang, Intra Frame Rate Control for Versatile VideoCoding with Quadratic Rate-Distortion Modelling, ICASSP 2020 - 2020 IEEEInternational Conference on Acoustics, Speech and Signal Processing (ICASSP),Barcelona, Spain, 2020, pp. 4422-4426, doi: 10.1109/ICASSP40776. 2020.9054633.

[16] XingyuFu, Bin Fang, Mingliang Zhou, JiajunLi, Hybrid Active Contour Driven by Double-Weighted Signed Pressure Force forImage Segmentation, ICASSP 2020 - 2020 IEEE International Conference onAcoustics, Speech and Signal Processing (ICASSP), Barcelona, Spain, 2020, pp.2463-2467, doi: 10.1109/ICASSP40776.2020.9054627.

[17] JiajieZhu, Bin Fang, Mingliang Zhou,Hengjun Zhao and Futing Luo, Legendre Based Adaptive Image SegmentationCombining the Gradient Information, ICIP 2020 - 2020 IEEE InternationalConference on Image Processing (ICIP), Abu dhabi, United Arab Emirates, 2020(accepted).

[18] TongxinDu, Bin Fang, Mingliang Zhou, HenjunZhao, Weizhi Xian and Xuegang Wu, Segmentation Algorithm of the Valid Region inFisheye Images using Edge and Region Information, ICIP 2020 - 2020 IEEEInternational Conference on Image Processing (ICIP), Abu dhabi, United ArabEmirates, 2020 (accepted).

其它代表性的论文

期刊论文

[19] Bo Li, MingliangZhou, Yongfei Zhang, Xupeng Lin, Weihan Guo, Model Parameters Estimationfor CTU Level Rate Control in HEVC. IEEE Multimedia, July-Sept. 2018, vol. 25, no. 3, pp. 79-91, doi: 10.1109/MMUL.2018.112142602, IJPRAI

[20] Hai-Miao Hu, Mingliang Zhou, YangLiu, Naiyu Yin, A region-based intra-frame rate control scheme by jointinginter-frame dependency and inter-frame correlation. Multimedia Tools andApplications, 2017, 76(10): 12917-12940, doi: 10.1007/s11042-016-3666-x.

[21] Gang Wang, Yongfei Zhang, Bo Li, Rui Fan, Mingliang Zhou, A fast and HEVC-compatible perceptual video codingscheme using a transform-domain Multi-Channel JND model. Multimedia Tools andApplications, 2018, 77(10): 12777-12803, doi:10.1007/s 11042-017-4914-4.

[22] YimingShen, Yong Feng, Bin Fang, MingliangZhou, Sam Kwong, Baohua Qiang. DSRPH: Deep Semantic-aware RankingPreserving Hashing for Efficient Multi-label Image Retrieval. InformationSciences. (accepted).

[23] Shaoquan Zhu, Yong Feng, Mingliang Zhou, Baohua Qiang, Bin Fangand Ran Wei, Prototype-Based Discriminative Feature Representation for Class-incremental Cross-modal Retrieval, 2020 (accepted).

会议论文

[24] Zengkuan Song, Yongfei Zhang, MingliangZhou, Enhanced TFRC congestion control mechanism based on refined networkstates division, 2015 IEEE China Summit and International Conference on Signaland Information Processing (ChinaSIP), 938 – 942, doi: 10.1109/ChinaSIP.2015.7230542.

[25] JiaqiHuang, Yong Feng, Mingliang Zhou, Baohua Qiang, Relationship-Aware Hard Negative Generation in Deep MetricLearning, International Conference on Knowledge Science, Engineering andManagement (KSEM). Springer, Hangzhou, China, 2020 (accepted).

授权发明专利

(1) 周明亮; 赵鹏; 张永飞; 李波; 基于视频内容特征的参数自适应多维码率控制方法, 2015-2-14, 中国, CN201510081175.4.    (专利)

(2) 周明亮; 张永飞; 李波; 一种面向边海防的多源视频接入及传输链路自适应调整系统, 2016-7-1, 中国, 201618001911.6.    (专利)

(3) Mingliang Zhou; Shiqi Wang; Sam Tak WuKWONG; Chi Keung FONG; Hon Wah WONG; Hon Tung LUK; Hok Kwan CHEUNG; Yiu FaiYUEN; Method based on Coding Tree Unit Level Rate-Distortion Optimization forRate Control in Video Coding, 2018-07-17, 美国, 16/038,154.    (专利)

(4) 周明亮; 张永飞; 李波; H.265/HEVC并行容错实时视频解码器软件,2016SR337946, 原始取得, 全部权利, 2016-12-21.    (软件著作权)

(5) 周明亮; 王诗淇; 邝得互; 冯志强; 黄汉华; 陆瀚东; 张学坤; 袁耀辉; 基于编码树单元失真优化的视频编码码率控制方法, 2019-7-16, 中国, CN201910642213.7.    (专利)

(6) 中国标准, 钟陈; 王文峰; 宋继伟; 王思翔; 于雪平; 刘旭华; 胥建民; 陆捷; 李军; 刘君; 李星光; 李文; 石红岩; 杨春林; 郑城; 刘刚; 孙荣荣; 冷霜; 宁静; 王衍强; 方宁; 蒋慧; 周明亮; 翁斌; 张晋芳; 樊磊; 信息技术 公用生物特征识别交换格式框架 2部分:生物特征识别注册机构操作规程, 20171071-T-469, 全国信息技术标准化技术委员会, 2020-04-28.    (标准)