Journal

2024

  1. [58]Bohua Wang, Zhiqiang Tian, Aixue Ye, Feng Wen, Shaoyi Du, Yue Gao. Generative Variational-Contrastive Learning for Self-supervised Point Cloud Representation[J]. IEEE Transactions on Pattern Analysis and Machine Intelligence, 2024. (Accept)
  2. [57]Chunyao Huang, Xiaomei Sun, Zhiqiang Tian, Shaoyi Du, Wei Zeng. Exploring conditional pixel-independent generation in GAN inversion for image processing[J]. Multimedia Tools and Applications, 2024.
  3. [56]Ling Ma, Qiliang Fan, Zhiqiang Tian*, Lizhi Liu, Baowei Fei. A novel Residual and Gated Network for prostate segmentation on MR images[J]. Biomedical Signal Processing and Control, 2024, 87:105508.

2023

  1. [55]Lei Sun, Zhiqiang Tian*, Zhang Chen, Wenrui Luo, Shaoyi Du. An efficient interactive segmentation framework for medical images without pre-training[J]. Medical Physics, 2023, 50(4): 2239-2248.
  2. [54]Fengrui Tian, Zhiqiang Tian*, Zhang Chen, Dong Zhang, Shaoyi Du. Surface-GCN: Learning interaction experience for organ segmentation in 3D medical images[J]. Medical Physics, 2023,50(8):5030-5044.
  3. [53]Yaoyue Zheng, Xuetao Zhang, Zhiqiang Tian*, Wei Zeng, and Shaoyi Du, Detach and Unite: A Simple Meta-Transfer for Few-Shot Learning[J]. Knowledge-Based Systems, 2023, 277:110798.
  4. [52]Qinghai Zheng, Jihua Zhu, Zhongyu Li, Zhiqiang Tian, Chen Li. Comprehensive Multi-view Representation Learning[J]. Information Fusion, 2023, 89: 198-209. https://doi.org/10.1016/j.inffus.2022.08.014
  5. [51]Ce Li, Fenghua Liu, Zhiqiang Tian, Shaoyi Du, Yang Wu. DAGCN: Dynamic and Adaptive Graph Convolutional Network for Salient Object Detection[J]. IEEE Transactions on Neural Networks and Learning Systems, 2023.
  6. [50]Xiaomian Li, Jiaqin Lin, Zhiqiang Tian, Yuping Lin. An Explainable Student Fatigue Monitoring Module with Joint Facial Representation[J]. Sensors, 2023, 23(7), 3602.
  7. [49]Wenting Cui, Shaoyi Du*, Runzhao Yao, Canhui Tang, Aixue Ye, Feng Wen, and Zhiqiang Tian. RDD: Learning Reinforced 3D Detectors and Descriptors Based on Policy Gradient[J]. IEEE Transactions on Multimedia, 2023. (SCI, EI, Accepted)
  8. [48]Runzhao Yao, Shaoyi Du*, Wenting Cui, Aixue Ye, Feng Wen, Hongbo Zhang, Zhiqiang Tian, and Yue Gao*.  Hunter: Exploring High-Order Consistency for Point Cloud Registration With Severe Outliers[J]. IEEE Transactions on Pattern Analysis and Machine Intelligence, 2023,45(12):14760-14776.
  9. [47]Qinghui Wang, Fenglin Liu, Ruirui Zou, Ying Wang, Chenyang Zheng, Zhiqiang Tian, Shaoyi Du, Wei Zeng. Enhancing medical image object detection with collaborative multi-agent deep Q-networks and multi-scale Representation[J]. EURASIP Journal on Advances in Signal Processing, 2023,2023(1):132.
  10. [46]Changjun Li, Fei Zhao, Xuguang Lan, Zhiqiang Tian, Tao, Tao, Xuesong Mei. Bidirectional dynamic neural networks with physical analyzability[J]. Nonlinear Dynamics, 2023,111(17): 16309-16324.

2022

  1. [45]Zhiqiang Tian*, Xiangyu Si, Yaohyue Zheng, Zhang Chen, Xiaojian Li. Multi-step medical image segmentation based on reinforcement learning[J]. Journal of Ambient Intelligence and Humanized Computing, 2022,13:5011–5022. 中科院二区，IF=7.1 (DOI: 10.1007/s12652-020-01905-3)
  2. [44]Rujing Yue, Zhiqiang Tian*, Shaoyi Du. Action recognition based on RGB and skeleton data sets:Asurvey[J].Neurocomputing,2022,512:287-306.https://doi.org/10.1016/j.neucom.2022.09.071
  3. [43]Jiachen Yu, Li Jin*, Jiayi Chen, Youzi Xiao, Zhiqiang Tian, Xuguang Lan. Deep semantic space guided multi‑scale neural style transfer[J]. Multimedia Tools and Applications, 2022, 81(3):3915-3938. https://doi.org/10.1007/s11042-021-11694-2.
  4. [42]Ruiyuan Lu, Jihua Zhu, Xueming Qian, Zhiqiang Tian, Yi Yue. Scaled gated networks[J]. World Wide Web, 2022, 25(4): 1583-1606. https://doi.org/10.1007/s11280-021-00968-2
  5. [41]Xinyuan Liu, Jihua Zhu, Qinghai Zheng, Zhiqiang Tian, Zhongyu Li. Semi-Supervised Label Distribution Learning with Co-regularization[J]. Neurocomputing, 2022,491: 353-364.
  6. [40]Yanlin Ma, Jihua Zhu, Zhiqiang, Tian, Zhongyu Li. Effective multiview registration of point clouds based on Student's-t mixture model[J]. Information Sciences, 2022,608:137-152.

2021

  1. [39]Zhiqiang Tian*, Xiaojian Li, Zhang Chen, Yaoyue Zheng, Hongcheng Fan, Zhongyu Li, Ce Li, and Shaoyi Du. Interactive prostate MR image segmentation based on ConvLSTMs and GGNN[J]. Neurocomputing, 2021,438: 84-93. (10.1016/j.neucom.2020.05.121)，二区，Top
  2. [38]Zhang Chen, Zhiqiang Tian, Yaoyue Zheng, Xiangyu Si, Xulei Qin, Zhong Shi, Shuai Zheng*. Image-level supervised segmentation for human organs with confidence cues[J]. Physics in Medicine and Biology, 2021,66(6): 065018. https://doi.org/10.1088/1361-6560/abde98. 二区
  3. [37]Yaoyue Zheng, Xuetao Zhang, Xiayu Xu, Zhiqiang Tian*, and Shaoyi Du. Deep level set method for optic disc and cup segmentation on fundus images[J]. Biomedical Optics Express, 2021,12(11): 6969-6983. 中科院二区，Top期刊
  4. [36]Hanbo Zhang, Xinwen Zhou, Xuguang Lan, Jin Li, Zhiqiang Tian, Nanning Zheng. A Real-time Robotic Grasping Approach with Oriented Anchor Box[J]. IEEE Trans. Syst. Man Cybern. Syst, 2021,51(5): 3014–3025, 8734882.
  5. [35]Xuelin Tian, Chunjiang An*, Zhikun Chen, ZhiqiangTian. Assessing the Impact of COVID-19 Pandemic on Urban Transportation and Air Quality in Canada[J]. Science of the Total Environment, 2021,765: 144270. (ESI高被引)
  6. [34]Shuai Liu*, Jie Feng, Zhiqiang Tian. Variational Low-Rank Matrix Factorization with Multi-Patch Collaborative Learning for Hyperspectral Imagery Mixed Denoising[J]. Remote Sensing, 2021,13(6): 1101.
  7. [33]Shuai Zheng*, Haojie Fan, Ziyu Zhang, Zhiqiang Tian, Kang Jia. Accurate and Real-Time Structural Topology Prediction Driven by Deep Learning under Moving Morphable Component-Based Framework[J]. Applied Mathematical Modelling, 2021, 97: 522-535.
  8. [32]Xinyuan Liu, Jihua Zhu, Zhongyu Li, Zhiqiang Tian, Xiuyi Jia, Lei Chen. Unified framework for learning with label distribution[J].Information fusion, 2021,75:116-130.
  9. [31]Qinghai Zheng, Jihua Zhu, Yuanyuan Ma, Zhongyu Li, Zhiqiang Tian. Multi-view subspace clustering networks with local and global graph information[J]. Neurocomputing, 2021,449: 15–23.
  10. [30]杨培伟, 周余红, 邢岗, 田智强, 许夏瑜*. 卷积神经网络在生物医学图像上的应用进展[J].计算机工程与应用，2021，57(7):44-58.
  11. [29]林玉萍，郑尧月，郑好洁，张栋，王丛，李小棉，李颖玉，田智强*。基于医学影像分割方法的多模态语料库构建[J].模式识别与人工智能，2021，34(4): 353-360.

2020

  1. [28]Zhiqiang Tian*, Yaoyue Zheng, Xiaojian Li, Shaoyi Du, Xiayu Xu. Graph convolutional network based optic disc and cup segmentation on fundus images[J]. Biomedical Optics Express, 2020,11(6): 3043–3057. 最具影响力，中科院一区，Top期刊，IF3.562
  2. [27]Zhiqiang Tian*, Chunhui Wang, Youzi Xiao, Yuping Lin. Flexible scene text recognition based on dual attention mechanism[J]. Concurrency and Computation: Practice and Experience, 2020,33(22):1-12. (https://doi.org/10.1002/cpe.5863)
  3. [26]Youzi Xiao, Zhiqiang Tian*, Jiachen Yu, Yinshu Zhang, Shuai Liu, Shaoyi Du, Xuguang Lan. A Review of object detection based on deep learning[J]. Multimedia Tools and Applications,  2020,79: 23729–23791. (https://doi.org/10.1007/s11042-020-08976-6)
  4. [25]Zhiqiang Tian*, Xiaojian Li, Yaoyue Zheng, Zhang Chen, Zhong Shi, Lizhi Liu, Baowei Fei. Graph-convolutional-network-based interactive prostate segmentation in MR images[J]. Medical Physics, 2020,47(9): 4164-4176. (https://doi.org/10.1002/mp.14327) 二区，Top
  5. [24]Zhiqiang Tian*, Yudiao Wang, Shaoyi Du, Xuguang Lan. A multiresolution mixture generative adversarial network for video super-resolution[J]. Plos One, 2020,15(7): e0235352. (https://doi.org/10.1371/journal.pone.0235352)
  6. [23]Zhongyu Li, Jiamin Liu, Zhiqiang Tian*, Jihua Zhu, Ce Li, Shaoyi Du. Adaptive weighted motion averaging with low-rank sparse for robust multi-view registration[J]. Neurocomputing, 2020,413: 230-239. (https://doi.org/10.1016/j.neucom.2020.06.102)
  7. [22]Wensong Chan, Zhiqiang Tian*, Yang Wu. GAS-GCN: Gated Action-Specific Graph Convolutional Networks for Skeleton-Based Action Recognition[J]. Sensors, 2020,20(12): 3499.
  8. [21]Zhiqiang Tian*, Jingyi Song, Chenyang Zhang, Xiaohui Tian, Zhong Shi, Xiaofu Yu. A Multiscale-based Adjustable Convolutional Neural Network for Multiple Organs Segmentation[J]. Wireless Communications and Mobile Computing, 2020,(2020):1-13.
  9. [20]Xiuxiu Bai, Cong Wang, Zhiqiang Tian*. Self-adaptive Superpixels based on Neural Network Models[J]. IEEE Access, 2020,8: 137254-137262. (10.1109/ACCESS.2020.3011712)
  10. [19]Qinghai Zheng, Jihua Zhu, Zhiqiang Tian, Zhongyu Li, Shanmin Pang, Xiuyi Jia. Constrained bilinear factorization multi-view subspace clustering[J]. Knowledge-Based Systems, 2020,194: 105514.
  11. [18]Ce Li, Dong Zhang, Shaoyi Du, Zhiqiang Tian. Deformation and Refined Features Based Lesion Detection on Chest X-Ray[J]. IEEE Access, 2020,8: 14675-14689.
  12. [17]Ce Li, Dong Zhang, Zhiqiang Tian, Shaoyi Du, Yanyun Qu. Few-shot learning with deformable convolution for multiscale lesion detection in mammography[J]. Medical Physics, 2020,47(7):2970-2985. https://doi.org/10.1002/mp.14129
  13. [16]Shuai Liu*, Ciaxia Hong, Jing He, Zhiqiang Tian. Robust Nonparametric Distribution Transfer with Exposure Correction for Image Neural Style Transfer[J]. Sensors, 2020,20(18): 5232. doi:10.3390/s20185232
  14. [15]Hanbo Zhang, Xuguang Lan∗, Xinwen Zhou, Zhiqiang Tian, Yang Zhang, Nanning Zheng. Visual manipulation relationship recognition in object-stacking scenes[J]. Pattern Recognition Letters, 2020,140: 34-42.
  15. [14]Li Zhu, Long Jin, Jihua Zhu, Zhongyu Li, Zhiqiang Tian, Huimin Lu. Blind Image Deblurring Based on Local Rank[J]. Mobile Networks and Applications, 2020,25(4): 1446-1456.

2019

  1. [13]徐思雨，祝继华*，田智强，李垚辰，庞善民. 逐步求精的多视角点云配准方法[J]. 自动化学报，2019，45(8): 1486-1494. (CCF 中文A类)

2018

  1. [12]Zhiqiang Tian, Lizhi Liu, Zhenfeng Zhang, Baowei Fei. PSNet: prostate segmentation on MRI based on a convolutional neural network[J]. Journal of Medical Imaging, 2018,5(2): 021208. (20182005196152)
  2. [11]Hanbo Zhang, Xuguang Lan, Xinwen Zhou, Zhiqiang Tian, Yang Zhang, Nanning Zheng. Robotic grasping in multi-object stacking scenes based on visual reasoning[J]. SCIENTIA SINICA Technologica, 2018,48(12): 1341-1356.
  3. [10]Xiayu Xu, Rendong Wang, Peilin Lv, Bin Gao, Chan Li, Zhiqiang Tian, Tao Tan, and Feng Xu. Simultaneous arteriole and venule segmentation with domain-specific loss function on a new public database[J]. Biomedical optics express, 2018,9(7): 3153–3166.

2017

  1. [9]Zhiqiang Tian, Lizhi Liu, Zhenfeng Zhang, Jianru Xue, and Baowei Fei. A supervoxel-based segmentation method for prostate MR images[J]. Medical Physics, 2017,44(2):558-569.
  2. [8]Ling Ma, Rongrong Guo, Zhiqiang Tian, Baowei Fei. A Random Walk-based Segmentation Framework for 3D Ultrasound Images of the Prostate[J]. Medical Physics, 2017,44(10): 5128–5142. (WOS:000412901300022. IF: 2.617)

2016

  1. [7]Zhiqiang Tian, Lizhi Liu, Zhenfeng Zhang, and Baowei Fei. Superpixel-based Segmentation for 3D Prostate MR Images[J]. IEEE transactions on Medical Imaging, 2016,35(3):791-801.
  2. [6]Zhiqiang Tian and Yuping Lin. Video object segmentation based on supervoxel for multimedia corpus construction[J]. Neurocomputing, 2016,215:128-137. (WOS: 000387300700014. IF: 3.317)
  3. [5]Lizhi Liu, Zhiqiang Tian*, Zhenfeng Zhang, and Baowei Fei. Computer-aided detection of prostate cancer with MRI: technology and applications[J]. Academic Radiology, 2016,23(8):1024-1046. * 共同一作.(WOS: 000380734200013. IF: 2.128)

2014

  1. [4]Zhiqiang Tian, Nanning Zheng, Jianru Xue, Xuguang Lan, Ce Li, and Gang Zhou. Video object segmentation with shape cue based on spatiotemporal superpixel neighbourhood[J]. IET Computer Vision, 2014,8(1):16-25. (WOS: 000331140600002. IF: 0.878)
  2. [3]Zhiqiang Tian, Jianru Xue, Xuguang Lan, Ce Li, and Nanning Zheng. Object segmentation and key-pose based summarization for motion video[J]. Multimedia Tools and Applications, 2014,72(2):1773-1802. (WOS: 000339891300033. IF: 1.53)

2013

  1. [2]Ce Li, Jianru Xue, Nanning Zheng, Xuguang Lan, and Zhiqiang Tian. Spatio-temporal saliency perception via hypercomplex frequency spectral contrast[J].Sensors, 2013,13(3):3409-3431. (WOS: 000316612900046. IF: 2.677)

2012

  1. [1]Ce Li, Jianru Xue, Zhiqiang Tian, Lu Li, and Nanning Zheng. Saliency detection based on biological plausibility of hypercomplex fourier spectrum contrast[J]. Optics Letters, 2012,37(17): 3609-3611. (WOS: 000308595300045. IF: 3.416)

Conference

2024
  1. [56]Lizhe Liu, Bohua Wang, Hongwei Xie, Daqi Liu, Li Liu, Zhiqiang Tian, Kuiyuan Yang, Bing Wang. SurroundSDF: Implicit 3D Scene Understanding Based on Signed Distance Field[C]// CVPR. 2024.
2023
  1. [55]Huijian Zhou, Zhiqiang Tian*, Shaoyi Du. Two Stream Multi-Attention Graph Convolutional Network For Skeleton-Based Action Recognition[C]// The 8th International Symposium on Artificial Intelligence and Robotics. 2023: 112-120.accepted.
  2. [54]Hongcheng Han, Zhiqiang Tian, Yuying Liu, Shengpeng Li, Dong Zhang, Shaoyi Du. GSA-Gaze: Generative Self-Adversarial Learning for Domain Generalized Driver Gaze Estimation[C]. ITSC, accepted.
  3. [53]Wenrui Luo, Yingxuan Zhang, Bohua Wang, Lei Sun, Hua Liu, Hui Ma, Zhiqiang Tian*. C2FC：Coarse-to-fine Contour-based Method For Interactive Medical Image Segmentation[C]// The 8th International Symposium on Artificial Intelligence and Robotics. 2023:86-93. accepted. Best student paper.
  4. [52]Zhiyu Zhang, Liangjie Dong, Hao Luo, Zhiqiang Tian*. A Self-Supervised Few-Shot Detection Method for Magnetic Tile Defects Detection[C]// in Proc IEEE Symposium Series on Computational Intelligence (SSCI). 2023:276-281. (Accepted)
  5. [51]Hao Luo, Shaoyi Du, Zhiqiang Tian*. Return of Small-Scale Crowd Counting via Fast and Accurate Semi-Supervised Least Squares Model[C]// in Proc. IEEE Symposium Series on Computational Intelligence (SSCI). 2023:270-275. (Accepted)
  6. [50]Yawei Yang, Tao Chen, Gang Zhou, Yaping Cai, Jianji Wang, Zhiqiang Tian*. Domain Adaptive Multitask Model for Object Detection in Foggy Weather Conditions[C]// CAC. 2023:7280-7285.
  7. [49]Shengwei Zhao, Yuying Liu, Linhai Xu, Zhiqiang Tian, Ting Qu, and Shaoyi Du*. CMFG: Cross-Model Fine-Grained Feature Interaction for Text-Video Retrieval[C]// in Proc. 29th International Conference on MultiMedia Modeling(MMM). 2023:435-445. (Accepted)
  8. [48]Jiaqin Lin, Shaoyi Du*, Yuying Liu, Zhiqiang Tian, Ting Qu, and Nanning Zheng. Interpretable Driver Fatigue Estimation Based on Hierarchical Symptom Representations[C]// in Proc. 29th International Conference on MultiMedia Modeling (MMM). 2023:647-658. (Accepted)
  9. [47]Canhui Tang, Yiheng Li, Shaoyi Du*, Guofa Wang, and Zhiqiang Tian. HD2Reg: Hierarchical Descriptors and Detectors for Point Cloud Registration[C]// in Proc. IEEE Intelligent Vehicles Symposium (IV). 2023:1-6. (Accepted)
  10. [46]Yang Zou, Shaoyi Du*, Hongcheng Han, Yuying Liu and Zhiqiang Tian. Two-Stream (2+1)D CNN Based on Frame Difference Attention for Driver Behavior Recognition[C]// in Proc. 10th International Conference on Dependable Systems and Their Applications (DSA). 2023:782-788.  (Accepted)
  11. [45]Yawei Yang, Tao Chen, Gang Zhou, Yaping Cai, Jianji Wang, Zhiqiang Tian. Domain adaptive multitask model for object detection in foggy weather conditions[C]// China Automation Congress (CAC). 2023:7280-7285.
  12. [44]Yuying Liu, Shaoyi Du, Qinbo Guo, Zhiyue Zhao, Zhiqiang Tian, Nanning Zheng. Structure Consistent Unsupervised Domain Adaptation for Driver Behavior Recognition[C]// IEEE 26th International Conference on Intelligent Transportation Systems (ITSC). 2023:1038-1043.
  13. [43]Yuying Liu, Shaoyi Du, Shengwei Zhao, Zhiqiang Tian, Nanning Zheng. CenterDA: Center-Aware Unsupervised Domain Adaptation Regularized by Class Diversity for Distracted Driver Recognition[C]// IEEE 26th International Conference on Intelligent Transportation Systems (ITSC). 2023:1092-1097.
  14. [42]Zhiyong Wang, Zhiqiang Tian, Shaoyi Du. Domain Adaptative Driving Behavior Recognition Through Skeleton-Guided Domain Adversarial Learning[C]// IEEE 26th International Conference on Intelligent Transportation Systems (ITSC). 2023:2206-2211.
  15. [41]Yifei Wang, Yiyang Zhou, Jihua Zhu, Xinyuan, Liu, Wenbiao Yan, Zhiqiang Tian. Contrastive Label Enhancement[C]// IJCAI International Joint Conference on Artificial Intelligence. 2023:4353-4361.
2022
  1. [40]Zhang Chen, Zhiqiang Tian*, Jihua Zhu, Ce Li, Shaoyi Du. C-CAM: Causal CAM for Weakly Supervised Semantic Segmentation on Medical Image[C]// IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR). 2022:11676-11685.
  2. [39]Bohua Wang, Hao Zhou, Wenrui Luo, Chenyang Li, Zhoubing Li, Zhiqiang Tian*. Ψ-NET is an efficient tiny defect detector[C]// IEEE International Conference on Image Processing (ICIP). 2022:796-800.
2021
  1. [38]Yi Yue, Zhiqiang Tian*, Yanan Qiao. TransDeeplabv3: Multi-Prior Segmentor for Medical Image Segmentation[C]// China Automation Congress (CAC). 2021:6880-6885. Accession number: 20221611968232
  2. [37]Liangjie Dong, Huan Wang, Bo Xu, Yaoyue Zheng, Yarong Shi, Tao Xu, Zhiqiang Tian*. An Adaptive Anchor Neural Network for Defect Detection in Aluminum Profiles Images[C]// the 6th International Symposium on Artificial Intelligence and Robotics. 2021:118840X. Accession number: 20214911281112
  3. [36]Chenyang Zheng, Xiangyu Si, Lei Sun, Zhang Chen, Linghao Yu, Zhiqiang Tian*. Multi-agent reinforcement learning for prostate localization based on multi-scale image representation[C]// the 6th International Symposium on Artificial Intelligence and Robotics. 2020:118841G. Accession number: 20214911281131
  4. [35]Lei Sun, Chenyang Zheng, Zhang Chen, Haojie Zheng, Shuai Liu, Zhengping Na, Zhiqiang Tian*. Online-GCN: An Online Interactive Segmentation Method Based on Graph Convolutional Network[C]// the 6th International Symposium on Artificial Intelligence and Robotics. 2021:371-378. Accession number: 20214911281120
  5. [34]Junling Zheng, Wensong Chan, Shaoyi Du, Fei Zhao, Zhiqiang Tian*. Coordinate transformation and connection feature for Skeleton-based action recognition[C]// China Automation Congress (CAC). 2021:6764-6769. Accession number: 20221611969431
  6. [33]Lei Tao, Ling Ma, Maoqiang Xie, Xiabi Liu, Zhiqiang Tian, Baowei Fei*. Automatic segmentation of the prostate on MR images based on anatomy and deep learning[C]// SPIE Medical Imaging. 2021:115981N.
  7. [32]Binglei Zhao, Hanbo Zhang, Xuguang Lan*, Haoyu Wang, Zhiqiang Tian, Nanning Zheng. REGNet: REgion-based Grasp Network for End-to-end Grasp Detection in Point Clouds[C]// IEEE International Conference on Robotics and Automation (ICRA). 2021:13474-13480.
2020
  1. [31]Zhang Chen, Zhiqiang Tian*, Xiaojian Li, Yinshu Zhang. Exploiting confident information for weakly supervised prostate segmentation based on image-level labels[C]// In: SPIE Medical Imaging. 2020:542-548. Accession number: 20202208716580 (EI)
  2. [30]Xiangyu Si, Zhiqiang Tian*, Xiaojian Li, Zhang Chen, Gen Li. Multi-step Segmentation for Prostate MR Image based on Reinforcement learning[C]// In: SPIE Medical Imaging. 2020:699-704. Accession number: 20202208716601 (EI)
  3. [29]Yaoyue Zheng, Zhang Chen, Xiaojian Li, Xiangyu Si, Liangjie Dong, Zhiqiang Tian*. Deep level set with confidence map and boundary loss for medical image segmentation[C]// IEEE International Conference on Multimedia & Expo. 2020:1-6. Accession number: 20203709163333
  4. [28]Yudiao Wang, Xuguang Lan, Yinshu Zhang, Ruixue Miao, Zhiqiang Tian*. Multiresolution mixture generative adversarial network for image super-resolution[C]// IEEE International Conference on Multimedia & Expo. 2020:9102972. Accession number: 20203709163160
  5. [27]Jingyi Song, Zhiqiang Tian*, Chenyang Zhang, Yaoyue Zheng, Xiaofu Yu and Zhong Shi. Higher accuracy and lower complexity: Convolutional neural network for multi-organ segmentation[C]// International Symposium on Artificial Intelligence and Robotics. 2020:1157408. Accession number:20204709520023 (EI)
  6. [26]Chenyang Zhang, Zhiqiang Tian*, Jingyi Song, Yaoyue Zheng, Bo Xu. Construction Worker Hardhat-Wearing Detection Based on an Improved BiFPN[C]// 25th International conference on pattern recognition (ICPR). 2020:8600-8607. Accession number: 20212910659062
  7. [25]Wei Wu, Shanmin Pang*, Zhiqiang Tian, Yaochen Li. Meta Generalized Network for Few-Shot Classification[C]// 25th International conference on pattern recognition (ICPR). 2020:1400-1405.
2019
  1. [24]Jiachen Yu, Li Jin, Jiayi Chen, Zhiqiang Tian*, Xuguang Lan. Multi-scale Neural Style Transfer Based on Deep Semantic Matching[C]// International Conference on Cognitive Systems and Signal Processing (ICCSIP).2019:185-196. Accession number: 20192106943769 (EI)
  2. [23]Wensong Chan, Zhiqiang Tian*, Shuai Liu, Jing Ren, Xuguang Lan. Select and focus: Action recognition with spatial-temporal attention[C]// 12th International Conference Intelligent Robotics and Applications (ICIRA). 2019:461-471. Accession number: 20193307318140 (EI)
  3. [22]Hanbo Zhang, Xuguang Lan, Site Bai, Xinwen Zhou, Zhiqiang Tian, Nanning Zheng. ROI-based robotic grasp detection for object overlapping scenes[C]// 2019 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS). 2019:4768-4775.
  4. [21]Huihui Huo, Yaochen Li*, Chuan Wu, Xiao Wu, Zhiqiang Tian, and Yuehu Liu. Semantic segmentation and scene reconstruction for traffic simulation using CNN[C]// In Proceedings of 2nd China Symposium on Cognitive Computing and Hybrid Intelligence. 2019:117-122.
  5. [20]Chao Zhu, Yaochen Li*, Yuehu Liu, Zhiqiang Tian, Zhichao Cui, Chi Zhang and Xinyu Zhu. Road scene layout reconstruction based on CNN and its application in traffic simulation[C]// In Proceedings of IEEE Intelligent Vehicles Symposium. 2019:480-485.
2018
  1. [19]Yinshu Zhang, Jiayi Chen, Xiangyu Si, Zhiqiang Tian*, Xuguang Lan. Image Artistic Style Transfer Based on Color Distribution Preprocessing[C]// International Conference on Cognitive Systems and Signal Processing (ICCSIP). 2018:155-164. Accession number: 20192106948237 (EI)
  2. [18]Xinwen Zhou, Xuguang Lan, Hanbo Zhang, Zhiqiang Tian, Yang Zhang, Nanning Zheng. Fully convolutional grasp detection network with oriented anchor box[C]// 2018 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS). 2018: 7223-7230.
  3. [17]Hanbo Zhang, Xuguang Lan, Xinwen Zhou, Zhiqiang Tian, Yang Zhang, Nanning Zheng. Visual Manipulation Relationship Network for Autonomous Robotics[C]// IEEE-RAS 18th International Conference on Humanoid Robots (Humanoids). 2018:118-125.
2017
  1. [16]Zhiqiang Tian, Baowei Fei. Deep convolutional neural networks for prostate MR segmentation[C]// Proc. SPIE Medical Imaging. 2017:417-422. (Oral presentation. EI: 20172403760819)
2016
  1. [15]Ling Ma, Rongrong Guo, Zhiqiang Tian, Rajesh Venkataraman, Saradwata Sarkar, Xiabi Liu, Peter T. Nieh, Viraj Master, David M. Schuster, Baowei Fei. Random walk based segmentation for the prostate on 3D transrectal ultrasound images[C]// Proc. SPIE Medical Imaging. 2016:9786-6. (EI: 20163402725207)
  2. [14]Ling Ma, Rongrong Guo, Zhiqiang Tian, Rajesh Venkataraman, Saradwata Sarkar, Xiabi Liu, Funmilayo Tade, David M. Schuster, and Baowei Fei. Combining population and patient-specific characteristics for prostate segmentation on 3D CT Images[C]// Proc. SPIE Medical Imaging. 2016:590-597. (EI: 20163402721161)
  3. [13]Hyunkoo Chung, Guolan Lu, Zhiqiang Tian, Dongsheng Wang, Georgia Z. Chen, and Baowei Fei. Superpixel-based spectral classification for the detection of head and neck cancer with hyperspectral imaging[C]// Proc. SPIE Medical Imaging. 2016:260-267. (EI: 20162902615898)
2015
  1. [12]Zhiqiang Tian, Lizhi Liu and Baowei Fei. A supervoxel-based segmentation method for prostate MR images[C]// Proc. SPIE Medical Imaging. 2015:417-422. (Oral presentation. EI: 20154101372893)
  2. [11]Zhiqiang Tian, Lizhi Liu and Baowei Fei. A fully automatic multi-atlas based segmentation method for prostate MR images[C]// Proc. SPIE Medical Imaging. 2015:1067-1073. (EI: 20154101372980)
2013
  1. [10]Lu Li, Jianru Xue, Zhiqiang Tian and Nanning Zheng. Moment feature based forensic detection of resampled digital images[C]// ACM International Conference on Multimedia (MM). 2013:569-572. (EI: 20134716995548)
  2. [9]Gang Zhou, Yuehu Liu, Zhiqiang Tian. Scene text detection with superpixels and hierarchical model[C]// IEEE International Conference on Image Processing (ICIP). 2012:1001-1004. (EI: 20131116112464)
2012
  1. [8]Jianji Wang, Yuehu Liu, Ping Wei, Zhiqiang Tian, Yaochen Li, Nanning Zheng. Fractal image coding using SSIM[C]// IEEE International Conference on Image Processing (ICIP). 2011: 241-244 . (EI: 20120514730190)
  2. [7]Gang Zhou, Yuehu Liu, Zhiqiang Tian, Yuanqi Su. A new hybrid method to detect text in natural scene[C]// IEEE International Conference on Image Processing (ICIP). 2011:2605-2608. (EI: 20120514730258 )
  3. [6]Ce Li, Jianru Xue, Nanning Zheng, Shaoyi Du, Jihua Zhu and Zhiqiang Tian. A fast and robust isotropic scaling iterative closest point algorithm[C]// IEEE International Conference on Image Processing (ICIP). 2011:1485-1488. (EI: 20120514729932)
2011
  1. [5]Zhiqiang Tian, Jianru Xue, Xuguang Lan, Ce Li and Nanning Zheng. Key object-based static video summarization[C]// ACM International Conference on Multimedia (MM). 2011:1301-1304. (EI: 20115214648818)
  2. [4]Zhiqiang Tian, Jianru Xue, Nanning Zheng, Xuguang Lan and Ce Li. 3D spatio-temporal graph cuts for video objects segmentation[C]// IEEE International Conference on Image Processing (ICIP). 2011:2393-2396. (EI: 20120514730183 )
  3. [3]Zhiqiang Tian, Jianru Xue, Ce Li, Xuguang Lan and Nanning Zheng. Auto-generated strokes for motion segmentation[C]// In Processings of International Symposium on Circuits and Systems (ISCAS). 2011:857-860. (EI: 20113114197295)
  4. [2]Ce Li, Jianru Xue, Nanning Zheng and Zhiqiang Tian. Nonparametric bottom-up saliency detection using hypercomplex spectral contrast[C]// ACM International Conference on Multimedia (MM). 2011:1157-1160. (EI: 20115214648782)
2010
  1. [1]Zhiqiang Tian, Jianru Xue, Hu Wei, Xu Tao and Nanning Zheng. High performance cluster-based transcoder[C]// In Processings of International Conference on Computer Application and System Modeling (ICCASM). 2010:V2-48-V2-52. (EI: 20104913451917)