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李水旺

作者:李水旺         日期:2023年07月20日

1、基本情况

李水旺,男,198707月生,博士,讲师。

2、个人主要经历(教育、工作)

200609~201006 广东工业大学 计算机学院 本科

200607~201101 深圳英蓓特信息技术有限公司 软件工程师

201209~201506 四川大学 计算机学院 硕士研究生

201507~201601 香港浸会大学理论与计算研究所 研究助理

201709~202106 四川大学 计算机学院 博士研究生

202108~至今 beat365官网 信息科学与工程学院 讲师

3、主要荣誉奖励

目前担任国际期刊 Pattern Recognition CCF B)、 IEEE TCSVT CCF B)、Knowledge-Based Systems (CCF C)IEEE SPL (SCI)Applied Intelligence (CCF C)IET Image Processing CCF C)、Digital Signal Processing (SCI )Journal of Real-Time Image Processing SCI)、Frontiers in Plant Science (SCI)  和国际会议CVPR CCF A)、ACM MM CCF A)、 ACCV CCF C)、 3DV CCF C)、FG CCF C)、 PRCV (CCF C)PRML 的审稿人

4、教学工作与研究领域

教学工作:主要承担研究生课程《深度学习》、本科生课程《计算机视觉》、《学科前沿》等

研究领域:模式识别、计算机视觉、人工智能,目前主要从事目标检测和目标跟踪的研究

5、承担或参与的主要科研及教改项目

1)广西科技基地和人才专项,基于深度图的人体检测算法研究2022-2025,主持

2国家自然科学基金青年基金,指纹特征的统计模型及其在潜指纹和重叠指纹处理中的应用研究2013-2015,参与

3)国际合作项目,美国国家标准与技术研究院(NIST),“Measurement Science of Biometrics”2012-2014,参与

4)国家“十三五”重点研发计划“网络空间安全”专项子课题项目,异构身份联盟与监管基础科学问题研究——异构身份联盟集成认证与防伪防盗技术研究,2017-2020,参与;

5)成都大熊猫繁育研究基地项目,野生动物红外照相物种识别与传输关键技术研究,2018-2021,参与;

6)国家自然科学基金项目,协同图像分解与分割的并发多任务图像处理变分方法 2020-2023,参与;

6、近期发表的学术论文、教改论文

1An Improved AM-FM-Based Approach for Reconstructing Fingerprints from Minutiae[J]IJIG 2015)第一作者)

2On the spatial inhomogeneity of fingerprint minutiae: A regression approach. ICB 2015 CCF C)(第一作者)

3Asymmetric discriminative correlation filters for visual tracking[J] (FITEE, 2020, SCI, CCF C)第一作者)

4Equivalence of Correlation Filter and Convolution Filter in Visual Tracking(ICIG 2021)第一作者)

5Learning Residue-Aware Correlation Filters and Refining Scale Estimates with the GrabCut for Real-Time UAV Tracking3DV 2021, CCF C 第一作者)

6Learning Residue-Aware Correlation Filters and Refining Scale for Real-time UAV TrackingPattern Recognition, 2022, SCI, CCF B 第一作者)

7Rank-Based Filter Pruning for Real-Time UAV Tracking." (Submitted to International Conference on Multimedia and Expo (ICME 2022, CCF B)通讯作者)

83D fingerprint modelling and synthesis[J]. Electronics Letters, 2015, SCI: 1418-1420.第二作者)

9Towards Silhouette-Aware Human Detection in Depth ImagesIJCNN 2021, CCF C 第二作者)

10Learning Disentangled Representation for Fine-grained Visual Cate-gorization ICIG 2021 第二作者)

11SSPNet: Scale Selection Pyramid Network for Tiny Person Detection from UAV Images IEEE Geoscience and Remote Sensing Letters, 2022, SCI 第二作者)

12Low-quality 3D Face Recognition with Soft ThresholdingCCBR 2021 第二作者)

13The 1st Tiny Object Detection Challenge: Methods and Results. ECCVW 2020, CCF B)(共同作者)

14Text Detection in Tibetan Ancient Books:A Benchmark (PRML 2021)共同作者)

15Fisher Pruning for Real-Time UAV Tracking.(IJCNN 2022, CCF C) (通讯作者)

16Detection Beyond What and Where: A Benchmark for Detecting Occlusion State (PRCV 2022CCF C) (通讯作者)

17Towards Semi-supervised Segmentation of Retinal Fundus Images via Self-training (PRML 2022) (通讯作者)

18Learning Disentangled Representation in Pruning for Real-Time UAV Tracking (accepted by ACML 2022, CCF C) (通讯作者)

19Efficiency and Precision Trade-offs in UAV Tracking with Filter Pruning and Dynamic Channel Weighting(accepted by FSDM 2022) (通讯作者)

20Tracking Small and Fast Moving Objects: A Benchmark (accepted by ACCV 2022, CCF C) (通讯作者)

21Global Filter Pruning with Self-Attention for Real-Time UAV Tracking (accepted by BMVC 2022, CCF C) (通讯作者)

22Animal Pose Refinement in 2D Images with 3D Constraints (accepted by BMVC 2022, CCF C) (第二作者)

23Unsupervised 3D Animal Canonical Pose Estimation with Geometric Self-Supervision (accepted by FG 2022, CCF C) (第二作者)

24Identity-Preserved Human Posture Detection in Infrared Thermal Images: A Benchmark. (Sensors 2022, SCI) (第二通讯作者)

25Unsupervised Domain Adaptation with Shape Constraint and Triple Attention for Joint Optic Disc and Cup Segmentation (Sensors 2022, SCI) (共同一作)

26Animal Pose Estimation Based on 3D Priors (accepted by Applied Science 2022, SCI) (第二作者)

27Learning Disentangled Representation with Mutual Information Maximization for Real-Time UAV Tracking (accepted by ICME 2023, CCF B) (通讯作者)

28Towards Discriminative Representations with Contrastive Instances for Real-Time UAV Tracking (accepted by ICME 2023, CCF B) (通讯作者)

29Fisher Pruning for Developing Real-Time UAV Trackers (accepted by Journal of Real-Time Image Processing 2023, SCI) (通讯作者)

30Beyond Animal Detection:A Benchmark for Detecting Animal Age Group (accepted by AICS 2023) (通讯作者)

31Liquid Content Detection In Transparent Containers: A Benchmark (Sensors, 2023, SCI) (共同作者)

32Beyond Human Detection: A Benchmark for Detecting Common Human Posture (Sensors, 2023, SCI) (共同作者)

33Data-Scarce Animal Face Alignment via Bi-Directional Cross-Species Knowledge Transfer (accepted by ACM MM 2023, CCF A) (共同作者)

34Adaptive and Background-Aware Vision Transformer for Real-Time UAV Tracking (accepted by ICCV 2023, CCF A) (第一作者)




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