近期论文
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近期发表学术论文（since 2010）
1. Book Chapter: Ming Shao, Siyu Xia, and Yun Fu. Identity and Kinship Relations in Group Pictures, Human-Centered Social Media Analytics, Springer, 2014
2. Deepak Kumar, Chetan Kumar, Chun Wei Seah, Siyu Xia, Ming Shao. Finding Achilles' Heel: Adversarial Attack on Multi-modal Action Recognitions, 28th ACM International Conference on Multimedia, ACM MM, 2020 (CCF A类会议)
3. Changsheng Lu, Siyu Xia, Ming Shao, Yun Fu. Arc-support Line Segments Revisited: An Efficient and High-quality Ellipse Detection. https://arxiv.org/pdf/1810.03243. IEEE Transactions on Image Processing (TIP), 29(1): 768-781, 2020 Code (CCF A类期刊)
4. Changsheng Lu, Chaochen Gu, Kaijie Wu, Siyu Xia, Haotian Wang, Xinping Guan. Deep transfer neural network using hybrid representations of domain discrepancy. Neurocomputing, 2020 (CCF C类期刊)
5. Chengyao Zheng, Siyu Xia, Joseph Robinson, Changsheng Lu, Wayne Wu, Chen Qian, Ming Shao. Localin Reshuffle Net: Toward Naturally and Efficiently Facial Image Blending. ACCV, 2020 (CCF C类会议)
6. Zhangxing Bian, Siyu Xia, Chao Xia, Ming Shao. VitSeg: Weakly-supervised Segmentation in Image. Computerized Medical Imaging and Graphics, 2020
7. Jie Sun, Siyu Xia, Zhilin Sun, Shengli Lu. Cross-Model Deep Feature Fusion for Face Detection. IEEE Sensors Letters, 2020
8. Joseph P. Robinson, Yu Yin, Zaid Khan, Ming Shao, Siyu Xia, Michael Stopa, Samson Timoner, Matthew A. Turk, Rama Chellappa, Yun Fu. Recognizing Families In the Wild (RFIW): The 4th Edition. FG, arXiv:2002.06303, 2020 (CCF C类会议)
9. Wenlin Zhuang, Congyi Wang, Siyu Xia, Jinxiang Chai, Yangang Wang. Music2Dance: Music-driven Dance Generation using WaveNet. https://www.profillic.com/paper/arxiv:2002.03761, 2020
10. Zhengyi Zhao, Tianyao Wang, Siyu Xia, Yangang Wang. Hand-3D-Studio: A New Multi-view System for 3D Hand Reconstruction. In: The 45th International Conference on Acoustics, Speech, and Signal Processing, ICASSP, 2020 (CCF B类会议)
11. Ting Zhu, Siyu Xia, Zhangxing Bian, Changsheng Lu. Highlight Removal in Facial Images. In: The Third Chinese Conference on Pattern Recognition and Computer Vision, PRCV, 2020
12. Kailin Xu, Siyu Xia, Guang Li. Automatic Classification of Sleep Stages from Single-Channel EEG. In: The Third Chinese Conference on Pattern Recognition and Computer Vision, PRCV, 2020
13. Dahui Liu, Zihan Song, Siyu Ren, and Siyu Xia. Adversarial Attacks on Neural Network with Batch Dimensions Perturbation and Manhattan-Distance Constraints, The 9th International Conference on Intelligent Computing and Applications , 2020
14. Pengyu Gao, Siyu Xia, J Robinson, Junkang Zhang, Chao Xia, Ming Shao, Yun Fu. What Will Your Child Look Like? DNA-Net: Age and Gender Aware Kin Face Synthesizer, arXiv:1911.07014, 2019
15. Bin Sun, Ming Shao, Siyu Xia, Yun Fu, Real-time Memory Efficient Large-pose Face Alignment via Deep Evolutionary Network, arXiv:1910.11818, 2019
16. Zhangxing Bian, Siyu Xia, Chao Xia, and Ming Shao, Weakly Supervised Segmentation in Image through Saliency Propagation, IEEE BIBM, 2019 (CCF B类会议)
17. Chengyao Zheng, Siyu Xia, Ming Shao, and Yun Fu, “Fast Facial Image Analogy with Spatial Guidance,” IEEE Conference on Automatic Face and Gesture Recognition (FG), 2019 (CCF C类会议)
18. Hao Yu, Chengyao Zheng, Yuncong Nie, Siyu Xia, Crowd Counting with Segmentation Map Guidance, CCC, 2019
19.Qin Yuan, Siyu Xia, Kinship Understanding for a Family Photo. CCDC, 2019
20. Chao Xia, Siyu Xia, et.al. Album to family tree: a graph based method for family relationship recognition. In: The 14th Asian Conference on Computer Vision (ACCV), 2018 (CCF C类会议)
21. Wenlin Zhuang, Cong Peng, Siyu Xia, Yangang Wang. Multi-scale Adaptive Structure Network for Human Pose Estimation from Color Images. In: The 14th Asian Conference on Computer Vision (ACCV), 2018 (CCF C类会议)
22. Bin Sun, Ming Shao, Siyu Xia, Yun Fu. Deep Evolutionary 3D Diffusion Heat Maps for Large-pose Face Alignment. In: The 29th British Machine Vision Conference (BMVC), 2018 (CCF C类会议)
23. Chao Xia, Siyu Xia, Yuan Zhou, Ming Shao. Graph based family relationship recognition from a single image. In: The 15th Pacific Rim International Conference on Artificial Intelligence (PRICAI), 2018
24. Wenlin Zhuang, Siyu Xia, Yangang Wang. Human Pose Estimation using DirectionMaps. In: YAC 2018
25. Yuncong Nie, Siyu Xia, Yu Wu. Wheel Classification Using Convolutional Neural Networks. In: YAC 2018
26. Changsheng Lu, Siyu Xia, Wanming Huang, Ming Shao, Yun Fu. Circle Detection by Arc-support Line Segments. In: The 24rd IEEE International Conference on Image Processing (ICIP), 2017 (Oral Presentation) Code
27. Junkang Zhang, Siyu Xia, Ming Shao, Yun Fu. Family Photo Recognition via Multiple Instance Learning. In: ACM International Conference on Multimedia Retrieval (ICMR), 2017 (CCF B类会议)
28. Yuan Zhou, Siyu Xia, Junkang Zhang, Dandi Chen. Collaborative Filtering Motivated Automatic Photo Tagging. 36th Chinese Control Conference (CCC)，2017
29. Kaiyue Lu, Siyu Xia, Junkang Zhang, A. Kai Qin, Robust road detection in shadow conditions, J. Electron. Imaging 25(4), 043027 (2016), doi: 10.1117/1.JEI.25.4.043027.
30. Junkang Zhang, Siyu Xia, Kaiyu Lu, Hong Pan, A.K.Qin. Robust Road Detection from a Single Image. In: 23st International Conference on Pattern Recognition (ICPR), 2016Code
31. Junkang Zhang, Siyu Xia, Hong Pan, A.K.Qin. A GENETICS-MOTIVATED UNSUPERVISED MODEL FOR TRI-SUBJECT KINSHIP VERIFICATION. In: The 23rd IEEE International Conference on Image Processing (ICIP), 2016
32. Dandi Chen, Siyu Xia, Yuan Zhou. Pedestrian Detection via Contour Fragments. In: The 35th Chinese Control Conference (CCC), 2016
33. Siyu Xia, Junkang Zhang, Kaiyue Lu, A.K.Qin. Road Detection via Unsupervised Feature Learning. In: The 30th Internatinal Conference on Image and Vision Computing New Zealand (IVCNZ), 2015
34. Bo Jiang, Sijiang Liu, Siyu Xia, Xiao Yu, Mengmeng Ding, Xuedong Hou and Yu Gao. Video-based Document Image Scanning Using a Mobile Device. In: The 30th Internatinal Conference on Image and Vision Computing New Zealand (IVCNZ), 2015 (Oral Presentation)
35. Dandi Chen, Siyu Xia, Kaiyue Lu. A JND-based Saliency Map Fusion Method for Digital Video Watermarking. In: The 34th Chinese Control Conference (CCC), 2015
36. Lu Kaiyue, Siyu Xia, Chao Xia. Clustering based Road Detection Method. In: The 34th Chinese Control Conference (CCC), 2015Code
37. Lu Kaiyue, Siyu Xia, Dandi Chen, Chao Xia. Unstructured Road Detection From a Single Image. In: The 10th ASIAN CONTROL CONFERENCE (ASCC), 2015
38. Siyu Xia, Jian Xiong, Ying Liu, Gang Li. Vision-based Traffic Accident Detection Using Matrix Approximation. In: The 10th ASIAN CONTROL CONFERENCE (ASCC), 2015 (Oral Presentation)
39. Lang Ye, Mingming Zhu, Siyu Xia, and Hong Pan. Cascaded Convolutional Neural Network for Eye Detection under Complex Scenarios. In: The 9th Chinese Conference on Biometric Recognition (CCBR), 2014 (Oral Presentation)
40. Siyu Xia, Hong Pan, A.K.Qin. Face Clustering in Photo Album. In: 22st International Conference on Pattern Recognition (ICPR), Sweden, 2014 (Oral Presentation)
41. A.K.Qin, Ke Tang, Hong Pan and Siyu Xia. Self-adaptive Differential Evolution with Local Search Chains for Real-Parameter Single-Objective Optimization. IEEE Congress on Evolutionary Computation (CEC), 2014
42. Di Zhu, Siyu Xia, xin zhou, Jihui Zhen. Hybrid Method for Human Eye Detection. In: 26th Chinese Control and Decision Conference (CCDC), 2014
43. A.K.Qin, Xiaodong Li, Hong Pan and Siyu Xia. Investigation of Self-adaptive Differential Evolution on the CEC-2013 Real-Parameter Single-Objective Optimization Testbed. IEEE Congress on Evolutionary Computation (CEC), pp.1107-1114, Mexico, 2013
44. Siyu Xia, Ming Shao, Jiebo Luo, and Yun Fu, “Understanding Kin Relationships in a Photo”, IEEE Transactions on Multimedia(T-MM), 14(4):1046-1056, 2012 (Also featured in the IEEE COMSOC MMTC R-Letter, April, 2013http://committees.comsoc.org/mmc/r-letters/MMTC-RLetter-Apr2013.pdf)
45. Siyu Xia, Ming Shao and Yun Fu, “Toward Kinship Verification Using Visual Attributes”, In: 21st International Conference on Pattern Recognition(ICPR), pp.549-552, Japan, 2012 (Oral Presentation)
46. Hong Pan, Yaping Zhu, Siyu Xia and Kai Qin, Improved Generic Categorical Object Detection Fusing Depth Cue with 2D Appearance and Shape Features,In: 21st International Conference on Pattern Recognition(ICPR), Japan, 2012
47. Siyu Xia, Ming Shao and Yun Fu, “Kinship Verification through Transfer Learning,” International Joint Conferences on Artificial Intelligence (IJCAI), pp.2539-2544, 2011 UB KinFace Database Coordinate
48. Ming Shao, Siyu Xia and Yun Fu, “Genealogical Face Recognition based on UB KinFace Database,” IEEECVPRWorkshop on Biometrics (BIOM), pp.65-70, 2011
49. Hong Pan, Siyu Xia, Lizuo Jin, and Liangzheng Xia. Illumination Invariant Face Recognition Based on Improved Local Binary Pattern. In: 30th Chinese Control Conference, CCC 2011, pp.3268-3272, Yantai, China, 2011
50. Hong Pan, Siyu Xia, Lizuo Jin, and Liangzheng Xia. Combining heterogeneous features for face detection using multiscale feature selection with binary particle swarm optimization. In: 2011 SPIE International Symposium on Multispectral Image Processing and Pattern Recognition, MIPPR 2011, vol.8006, pp.80061Z-1-80061Z-6, GuiLin, China, 2011
51. Hong Pan, Siyu Xia, Lizuo Jin, and Liangzheng Xia. Efficient face recognition fusing dynamic morphological quotient image with local binary pattern. In: Advances in Computational Intelligence, 2011 International Work Conference on Artificial Neural Networks, IWANN 2011, Lecture Notes in Computer Science, vol.6692, pp.228-235, Torremolinos-Malaga, Spain, 2011
52. Hong Pan, Lizuo Jin, Xiaohui Yuan, Siyu Xia, Liangzheng Xia. Context-based embedded image compression using binary wavelet transform. Journal of Image and Vision Computing, 28(6): 991-1002, 2010
53. 潘泓，金立左，夏思宇，夏良正. 基于多层次互补特征的通用目标检测模型. 电子与信息学报. 34(7)：1531-1537，2012
54. 杨彬，夏思宇. 自然场景多方向文本检测方法. 华中科技大学学报. 2015
55. 潘泓，朱亚平，夏思宇，金立左. 基于上下文信息和核熵成分分析的目标分类算法. 电子学报. 44(3)：580-586，2016
56. 刘鸿宇，苗芳艳，彭拾，夏思宇，王 珏. 人工智能伦理研究的知识图谱分析. 情报学报. 2019，38(7)：85-93
学术兼职
Tutorial
1. Visual Recognition of Families In the Wild in conjunction with IEEE FG 2019 (CCF C类会议)
Program Chair
1. The 4th Recognizing Families In the Wild (FIW) Data Challenge Workshop in conjunction with IEEE Conference on Automatic Face and Gesture Recognition (FG 2020) (CCF C类会议)
2. The 9th IEEE International Workshop on Analysis and Modeling of Faces and Gestures (AMFG2019) in conjunction with IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2019) (CCF A类会议)
3. The 2nd Faces in Multimedia Workshop in conjunction with IEEE International Conference on Multimedia and Expo (ICME 2019) (CCF B类会议)
4. The 3rd Recognizing Families In the Wild (FIW) Data Challenge Workshop in conjunction with IEEE Conference on Automatic Face and Gesture Recognition (FG 2019) (CCF C类会议)
5. Faces in Multimedia Workshop in conjunction with ICME 2018 (CCF B类会议)
6. Large-Scale Kinship Recognition Data Challenge in conjunction with ACM MM 2017 (CCF A类会议)
Conference Reviewer/External Reviewer
Reviewers for: AAAI, ACM-MM, FG, BMVC, AMFG, ICASSP, ICME, ICPR, ACCV,
Journal Reviewer
Reviewers for: IEEE-TIP, IEEE-SMC-B, IEEE-TIFS, IEEE-TMM, JMM, Neurocomputing, IJPRAI, IVC, TCIV, 计算机学报, 中国图象图形学报
Senior Program Committee
1. The AAAI Conference on Artificial Intelligence (AAAI), 2019（人工智能领域顶会）
Program Committee Member
1. The AAAI Conference on Artificial Intelligence (AAAI), 2021（人工智能领域顶会）
2. International Conference On Medical Image Computing & Computer Assisted Intervention （MICCAI), 2020（医学图像处理领域顶会）
3. The AAAI Conference on Artificial Intelligence (AAAI), 2020
4. ACM Mulimedia (ACM MM), 2020，2019（多媒体处理领域顶会）
5. ACM Mulimedia Asia, 2019
6. International Conference on Intelligence Science and Big Data Engineering (IScIDE), 2019
7. Affective Computing and Intelligent Interaction (ACII), 2019
8. IEEE International Conference on Machine Learning and Applications (ICMLA), 2017-2019
9. The 8th IEEE International Workshop on Analysis and Modeling of Faces and Gestures in conjunction with CVPR 2018
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