2021

Xu Yuan, Xiangjun Shen*, Sumet Mehta, Teng Li, Shiming Ge, Zhengjun Zha.
Structure Injected Weight Normalization for Training Deep Networks.
Multimedia Systems, 2021: 1-12.
Yingying Hua, Daichi Zhang, Pengju Wang, Shiming Ge*.
Interpretable Face Manipulation Detection via Feature Whitening.
In International Conference on Machine Learning (ICML Workshop), 2021.
Kangkai Zhang, Chunhui Zhang, Shikun Li, Dan Zeng, and Shiming Ge*.
Student Network Learning via Evolutionary Knowledge Distillation.
IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), early access, 2021: 1-13.
Guanshuo Wang, Xiong Chen, Jialin Gao, Xi Zhou, Shiming Ge*.
Self-guided Body Part Alignment with Relation Transformers for Occluded Person Re-Identification.
IEEE Signal Processing Letters, 2021, 28: 1155-1159.
Daichi Zhang, Chenyu Li, Fanzhao Lin, Dan Zeng, Shiming Ge*.
Detecting Deepfake Videos with Temporal Dropout 3DCNN.
In International Joint Conference on Artificial Intelligence (IJCAI), 2021: 565-573.
Yingying Hua, Shiming Ge*, Daichi Zhang.
Interpret the Predictions of Deep Networks via Re-Label Distillation.
In IEEE International Conference on Multimedia and Expo (ICME), 2021: 1-6.
Shiming Ge*, Chunhui Zhang, Shikun Li, Dan Zeng*, and Dacheng Tao.
Cascaded Correlation Refinement for Robust Deep Tracking.
IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2021, 32(3): 1276-1288.

2020

Jieru Jia, Qiuqi Ruan, Yi Jin*, Gaoyun An, and Shiming Ge.
View-Specifific Subspace Learning and Re-Ranking for Semi-Supervised Person Re-Identifification.
Pattern Recognition (PR), 2020, 108: 107568.
化盈盈,张岱墀,葛仕明*.
深度学习模型可解释性的研究进展.
信息安全学报, 2020, 5(3): 1-12.
Chenyu Li, Shiming Ge*, Daichi Zhang, and Jia Li.
Look Through Masks: Towards Masked Face Recognition with De-Occlusion Distillation.
In ACM International Conference on Multimedia (MM), 2020: 3016–3024.
Chunhui Zhang, Shiming Ge*, Kangkai Zhang, and Dan Zeng.
Accurate UAV Tracking with Distance-Injected Overlap Maximization.
In ACM International Conference on Multimedia (MM), 2020: 565–573.
Dan Zeng, Han Liu, Hui Lin, Shiming Ge*.
Talking Face Generation with Expression-Tailored Generative Adversarial Network.
In ACM International Conference on Multimedia (MM), 2020: 1716–1724.
Shiming Ge*, Chenyu Li, Shengwei Zhao, and Dan Zeng*.
Occluded Face Recognition in the Wild by Identity-Diversity Inpainting.
IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 2020, 30(10): 3387-3397.
Jia Li, Yifan Zhao, Weihua Ye, Kaiwen Yu, Shiming Ge*.
Attentive Deep Stitching and Quality Assessment for 360° Omnidirectional Images.
IEEE Journal of Selected Topics in Signal Processing, 2020, 14(1): 209-221.
Jia Li, Kui Fu, Shengwei Zhao, Shiming Ge*.
Spatiotemporal Knowledge Distillation for Efficient Estimation of Aerial Video Saliency.
IEEE Transactions on Image Processing (TIP), 2020, 29: 1902-1914.
Shiming Ge*, Zhao Luo, Chunhui Zhang, Yingying Hua, Dacheng Tao.
Distilling Channels for Efficient Deep Tracking.
IEEE Transactions on Image Processing (TIP), 2020, 29: 2610-2621.
Guanshuo Wang, Yufeng Yuan, Jiwei Li, Shiming Ge*, Xi Zhou.
Receptive Multi-Granularity Representation for Person Re-Identification.
IEEE Transactions on Image Processing (TIP), 2020, 29: 6096-6109.
Shiming Ge, Shengwei Zhao, Chenyu Li, Yu Zhang, Jia Li*.
Efficient Low-Resolution Face Recognition via Bridge Distillation.
IEEE Transactions on Image Processing (TIP), 2020, 29: 6898-6908.
Shikun Li, Shiming Ge*, Yingying Hua, Chunhui Zhang, Hao Wen, Tengfei Liu, Weiqiang Wang.
Coupled-View Deep Classifier Learning from Multiple Noisy Annotators.
In AAAI Conference on Artificial Intelligence (AAAI), 2020: 4667-4674.
Kui Fu, Peipei Shi, Yafei Song, Shiming Ge, Xiangju Lu*, Jia Li*.
Ultrafast Video Attention Prediction with Coupled Knowledge Distillation.
In AAAI Conference on Artificial Intelligence (AAAI), 2020: 10802-10809.
Jialin Gao, Zhixiang Shi, Guanshuo Wang, Jiani Li, Yufeng Yuan, Shiming Ge*, Xi Zhou.
Accurate Temporal Action Proposal Generation with Relation-Aware Pyramid Network.
In AAAI Conference on Artificial Intelligence (AAAI), 2020: 10810-10817.
Shiming Ge, Kangkai Zhang, Haolin Liu, Yingying Hua, Shengwei Zhao, Xin Jin*, Hao Wen.
Look One and More: Distilling Hybrid Order Relational Knowledge for Cross-Resolution Image Recognition.
In AAAI Conference on Artificial Intelligence (AAAI), 2020: 10845-10852.
Yangru Huang , Peixi Peng , Yi Jin*, Yidong Li, Junliang Xing, and Shiming Ge.
Domain Adaptive Attention Learning for Unsupervised Person Re-Identifification.
In In AAAI Conference on Artificial Intelligence (AAAI), 2020: 11069-11076.

2019

Qiang Li, Xianzhen He, Wenguang Wang, Shiming Ge.
AeMFace: Additive E-Margin Loss for Deep Face Recognition.
In IEEE International Conference on Signal, Information and Data Processing (ICSIDP), 2019: 1-6.
Weihua Ou, Jianping Gou, Quan Zhou, Shiming Ge, Fei Long.
Discriminative Multiview Nonnegative Matrix Factorization for Classification.
In IEEE Access, 2019, 7: 60947-60956.
Boyang Chen, Xuan Feng, Ronghua Wu, Qiang Guo, Xi Wang, Shiming Ge.
Adaptive Wavelet Filter With Edge Compensation for Remote Sensing Image Denoising.
In IEEE Access, 2019, 7(99): 91966-91979.
Xin Jin, Le Wu, Xiaodong Li, Xiaokun Zhang, Jingying Chi, Siwei Peng, Shiming Ge, Geng Zhao, Shuying Li.
ILGNet: Inception Modules with Connected Local and Global Features for Efficient Image Aesthetic Quality Classification using Domain Adaptation.
IET Computer Vision, 2019, 13(2): 206-212.
Dan Zeng, Han Liu, Fan Zhao, Shiming Ge*, Wei Shen, Zhijiang Zhang.
Proposal Pyramid Networks for Fast Face Detection.
Information Sciences, 2019, 495: 136-149.
Dan Zeng, Fan Zhao, Shiming Ge*, Wei Shen.
Fast Cascade Face Detection with Pyramid Network.
Pattern Recognition Letters (PRL), 2019, 119: 180-186.
Xin Jin, Yujie Li, Shiming Ge*, Chenggen Song, Le Wu, Xinghui Zhou.
Secure Face Retrieval for Group Mobile Users.
Soft Computing, 2019, 23(23): 12813-12820.
Shiming Ge, Shengwei Zhao, Chenyu Li, Jia Li*.
Low-Resolution Face Recognition in the Wild via Selective Knowledge Distillation.
IEEE Transactions on Image Processing (TIP), 2019, 28(4): 2051-2062.
Shengwei Zhao, Xindi Gao, Shikun Li, Shiming Ge.
Low-Resolution Face Recognition in the Wild with Mixed-Domain Distillation.
In IEEE Fifth International Conference on Multimedia Big Data (BigMM), 2019: 148-154.
Chunhui Zhang, Shiming Ge*, Yingying Hua, Dan Zeng*.
Robust Deep Tracking with Two-Step Augmentation Discriminative Correlation Filters.
In IEEE International Conference on Multimedia and Expo (ICME), 2019: 1774-1779.
Shiming Ge, Shengwei Zhao, Xindi Gao, Jia Li*.
Fewer-Shots and Lower-Resolutions: Towards Ultrafast Face Recognition in the Wild.
In ACM International Conference on Multimedia (MM), 2019: 229-237.
Xin Jin, Le Wu, Geng Zhao, Xiaodong Li, Xiaokun Zhang, Shiming Ge*, Dongqing Zou, Bin Zhou, Xinghui Zhou.
Aesthetic Attributes Assessment of Images.
In ACM International Conference on Multimedia (MM), 2019: 311-319.
Yingying Hua, Shiming Ge*, Xindi Gao, Xin Jin, Dan Zeng.
Defending Against Adversarial Examples via Soft Decision Trees Embedding.
In ACM International Conference on Multimedia (MM), 2019: 2106-2114.
Chenyu Li, Shiming Ge*, Yingying Hua, Haolin Liu, Xin Jin.
Occluded Face Recognition by Identity-Preserving Inpainting.
Cognitive Internet of Things, 2019: 427-437.
Jialin Gao, Tong He, Xi Zhou, Shiming Ge.
Focusing and Diffusion: Bidirectional Attentive Graph Convolutional Networks for Skeleton-Based Action Recognition.
Computer Research Repository (CoRR), 2019: 11521.

2018

Dan Zeng*, Fan Zhao, Wei Shen, Shiming Ge.
Compressing and Accelerating Neural Network for Facial Point Localization.
Cognitive Computing, 2018, 10(2): 359-367.
Shiming Ge*, Xin Jin, Qiting Ye, Zhao Luo, Qiang Li.
Image Editing by Object-Aware Optimal Boundary Searching and Mixed-Domain Composition.
Computational Visual Media, 2018, 4(1): 71-82.
Shikui Wei*, Yao Zhao, Tao Yang, Zhili Zhou, Shiming Ge.
Enhancing Heterogeneous Similarity Estimation via Neighborhood Reversibility.
Multimedia Tools and Applications, 2018, 77(1): 1437-1452.
Xin Jin, Sui Yin, Ningning Liu, Xiaodong Li, Geng Zhao, Shiming Ge*.
Color Image Encryption in Non-RGB Color Spaces.
Multimedia Tools and Applications, 2018, 77(12): 15851-15873.
Xin Jin, Le Wu, Xiaodong Li, Siyu Chen, Siwei Peng, Jingying Chi, Shiming Ge*, Chenggen Song, Geng Zhao.
Predicting Aesthetic Score Distribution Through Cumulative Jensen-Shannon Divergence.
In AAAI Conference on Artificial Intelligence (AAAI), 2018: 77-84.
Haolin Liu, Chenyu Li, Shiming Ge*, Shengwei Zhao, Xin Jin.
Generative Image Inpainting with Neural Features.
In International Conference on Internet Multimedia Computing and Service (ICIMCS), 2018, 23(5): 1-5.
Zhao Luo, Shiming Ge*, Yingying Hua, Haolin Liu, Xin Jin.
Extracting Features of Interest from Small Deep Networks for Efficient Visual Tracking.
Pacific Rim Conference on Multimedia (PCM), 2018, 11164: 414-425.
Xin Jin, Le Wu, Xinghui Zhou, Geng Zhao, Xiaokun Zhang, Xiaodong Li, Shiming Ge*.
Predicting Aesthetic Radar Map Using a Hierarchical Multi-Task Network.
Pattern Recognition and Computer Vision (PRCV), 2018, 11257: 41-50.
Xiaoyu Wang, Osamu Hasegawa, Shiming Ge.
Error Analysis and Topology Modifications of a Self-Organizing Incremental Neural Network.
In ACM Symposium On Applied Computing (SAC), 2018: 487-494.

2017

Xin Jin, Shuyun Zhu, Chaoen Xiao, Hongbo Sun, Xiaodong Li*, Geng Zhao, Shiming Ge*.
3D Textured Model Encryption via 3D Lu Chaotic Mapping.
Science China Information Sciences, 2017, 60(12): 122107.
Dan Zeng, Rui Fang, Shiming Ge*, Shuying Li, Zhijiang Zhang.
Geometry-Based Global Alignment for GSMS Remote Sensing Images.
Remote Sensing, 2017, 9(6): 587.
Shiming Ge, Qiting Ye, Zhao Luo, Shengwei Zhao.
Try Everything: Detecting Occluded Faces by Cascading Outrageous Proposal Generation and Deep Convolutional Neural Network.
In IEEE Fifth International Conference on Multimedia Big Data (BigMM), 2017: 193-196.
Zhao Luo, Qiting Ye, Shengwei Zhao, Shiming Ge.
An Ultra-Fast and Energy-Efficient Object Tracker.
In IEEE Fifth International Conference on Multimedia Big Data (BigMM), 2017: 248-249.
Qiting Ye, Zhao Luo, Xiaobing Xiao, Shiming Ge.
GeLoGo: Detecting TV Logos from Web-Scale Videos.
In IEEE Fifth International Conference on Multimedia Big Data (BigMM), 2017, 1: 250-251.
Zhao Luo, Xiaobing Xiao, Shiming Ge*, Qiting Ye, Shengwei Zhao, Xin Jin.
ScratchNet: Detecting the Scratches on Cellphone Screen.
In Chinese Conference on Computer Vision (CCCV), 2017, 773: 178-186.
Shiming Ge, Jia Li*, Qiting Ye, Zhao Luo.
Detecting Masked Faces in the Wild with LLE-CNNs.
In IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2017: 426-434.
Xiaoyu Zhang, Shupeng Wang, Chao Li, Shiming Ge, Yong Wang, Binbin Li.
Discriminative Learning from Selective Recommendation and Its Application in AdaBoost.
In International Conference on Conceptual Structures (ICCS), 2017, 108: 394-403.
Shiming Ge*, Zhao Luo, Shengwei Zhao, Xin Jin, Xiaoyu Zhang*.
Compressing Deep Neural Networks for Efficient Visual Inference.
In IEEE International Conference on Multimedia and Expo (ICME), 2017: 667-672.
Xin Jin, Peng Yuan, Xiaodong Li, Chenggen Song, Shiming Ge*, Geng Zhao, Yingya Chen.
Efficient Privacy Preserving Viola-Jones Type Object Detection via Random Base Image Representation.
In IEEE International Conference on Multimedia and Expo (ICME), 2017: 673-678.
Shiming Ge, Zhao Luo, Qiting Ye, Xiaoyu Zhang.
Poster Abstract: MicroBrain: Compressing Deep Neural Networks for Energy-Efficient Visual Inference Service.
In IEEE International Conference on Computer Communications (INFOCOM) Workshops, 2017: 1000-1001.

Before

Shiming Ge, Rui Yang, Yuqing He, Kaixuan Xie, Hongsong Zhu, Shuixian Chen.
Learning Multi-Channel Correlation Filter Bank for Eye Localization.
Neurocomputing, 2016, 173: 418-424.
Shiming Ge, Kaixuan Xie, Shuying Li, Rui Yang.
Global Image Completion with Joint Sparse Patch Selection and Optimal Seam Synthesis.
Signal Processing, 2016, 124: 147-155.
Kaixuan Xie, Shiming Ge*, Qiting Ye, Zhao Luo.
Traffic Sign Recognition Based on Attribute-Refinement Cascaded Convolutional Neural Networks.
Pacific Rim Conference on Multimedia (PCM), 2016, 9916: 201-210.
Kaixuan Xie, Shiming Ge*, Rui Yang, Xiang Lu, Limin Sun.
Negative-Supervised Cascaded Deep Learning for Traffic Sign Classification.
In Chinese Conference on Computer Vision (CCCV), 2015, 546: 249-257.
Shuixian Chen, Xiang Lu, Limin Sun, Shiming Ge.
Target Domain Adaptation for Face Detection in a Smart Camera Network with Peer-to-Peer Communications.
Global Communications Conference (GLOBECOM), 2015: 1-6.
Boyang Chen, Shiming Ge, Kaixuan Xie.
Centroid Location Algorithm in Three Dimensions Based on Big Data.
In International Conference on Internet Multimedia Computing and Service (ICIMCS), 2015: 1-6.
Hui Wen, Shiming Ge, Shuixian Chen, Hongtao Wang, Limin Sun.
Abnormal Event Detection via Adaptive Cascade Dictionary Learning.
In IEEE International Conference on Image Processing (ICIP), 2015: 847-851.
Rui Yang, Shiming Ge, Kaixuan Xie, Shuixian Chen.
Eye Localization Based on Multi-Channel Correlation Filter Bank.
In Chinese Conference on Pattern Recognition (CCPR), 2014, 483: 325-334.
Shiming Ge, Kaixuan Xie, Rui Yang, Zhiqiang Shi.
Image Completion Using Global Patch Matching and Optimal Seam Synthesis.
In International Conference on Pattern Recognition (ICPR), 2014: 871-876.
Hui Wen, Qiang Li, Qi Han, Shiming Ge, Limin Sun.
Poster: Crowdsourcing for Video Traffic Surveillance.
Mobile Systems, Applications, and Services (MobiSys), 2014: 384.
Shiming Ge, Hao Wang, Kongqiao Wang, Lei Xu.
Interactive Sketch Template Creation from Realistic Pictures for Tracing Applications.
Internet Multimedia Computing and Service (ICIMCS), 2009: 119-122.
Shiming Ge, Kongqiao Wang, Hao Wang, Feng Zhao.
A Unified Gradient Domain Method for Seamless Image Processing.
In IEEE International Conference on Image Processing (ICIP), 2009: 1361-1364.
Feng Zhao, Hao Wang, Xiujuan Chai, Shiming Ge.
A Fast and Effective Outlier Detection Method for Matching Uncalibrated Images.
In IEEE International Conference on Image Processing (ICIP), 2009: 2097-2100.

专利

主要完成人 名称 授权号/申请号 申请日期 授权日期
葛仕明;文辉;陈水仙;秦伟俊;孙利民 一种在线视频目标跟踪方法和装置 ZL201310390529.4 2013/08/30 2017/01/25
葛仕明;文辉;杨睿;陈水仙;孙利民 一种基于多摄像头的在线目标跟踪方法及系统 ZL201410332199.8 2014/07/14 2017/06/16
葛仕明;杨睿;陈水仙;文辉;孙利民 一种图像生物特征保护方法和装置及信息恢复方法 ZL201410158736.1 2014/04/18 2017/06/16
葛仕明;杜丰宇;解凯旋;杨睿;孙利民 一种基于分级迭代的大规模图像样本标注方法及系统 ZL201510226393.2 2015/05/06 2018/10/30
葛仕明;解凯旋;罗朝;叶奇挺;孙利民 基于级联深度学习的交通标志识别方法和系统 ZL201610388492.5 2016/06/02 2019/07/05
葛仕明;王啸宇;罗朝;解凯旋;李逸超 一种基于视觉检测的速度自动控制方法 ZL201610176917.6 2016/03/25 2019/01/14
葛仕明 一种人脸检测方法及装置 ZL201710127367.3 2017/03/06 2019/10/25
葛仕明 虚拟角色图像的构建方法及装置、存储介质 CN201710555575.3 2017/07/10
葛仕明 双盲隐私保护的人脸检索方法与系统 CN201810903319.3 2018/08/09
葛仕明 一种低分辨率人脸识别方法及装置 CN201810698280.6 2018/06/29
葛仕明 一种高性能视觉跟踪方法及装置 CN201810857145.1 2018/07/31
葛仕明;刘文瑜;赵胜伟 一种基于视觉的空间定位方法及系统 CN201810220678.9 2018/03/16
葛仕明;叶奇挺 一种面向噪声环境下的室内无线定位方法及装置 ZL201810757255.0 2018/07/11 2020/10/27
葛仕明;罗朝 一种面向资源受限环境的目标跟踪方法及装置 CN201810339409.4 2018/04/16
葛仕明 模型的训练方法和装置、存储介质、电子装置 CN201811197546.5 2018/10/15
葛仕明 一种遮挡人脸识别方法及装置 CN201910102357.3 2019/02/01 2020/11/20
葛仕明;李晨钰 一种弱标注数据的神经网络模型训练方法及装置 CN201910181274.8 2019/03/11
王伟平;葛仕明;刘博超;李晨钰 一种多方参与数据不共享的网络模型训练方法 CN202010940180.7 2020/09/09
葛仕明;张岱墀;李晨钰;化盈盈;王伟平 一种视频虚假人脸检测方法及装置 CN202010995945.7 2020/09/21
葛仕明;刘浩林;刘博超;王伟平; 一种基于少量公共数据的隐私模型训练方法及装置 CN202011065611.6 2020/09/30
葛仕明;卢江虎;王伟平 一种基于联邦学习的受控共享学习方法及系统 CN202011203717.8 2020/11/02
葛仕明;化盈盈 一种深度神经网络模型可视化解释方法及系统 CN202110088772.5 2021/01/22
葛仕明 一种可见光与红外视频图像融合方法及装置 CN202110163783.5 2021/02/05

软著

主要完成人 名称 登记日期
葛仕明;叶奇挺 中科院信工所蒙面人脸数据收集整理标注系统 2018/04/01
葛仕明;李世鲲 弱标注深度众包学习系统 2020/10/01