论文

2022

  1. Jiaqi Zhu, Feng Dai, Lingyun Yu, Hongtao Xie, Lidong Wang, Bo Wu, Yongdong Zhang: Attention-guided transformation-invariant attack for black-box adversarial examples. Int. J. Intell. Syst. 37(5): 3142-3165 (2022)
  2. Yu Zhou, Hongtao Xie, Shancheng Fang, Yongdong Zhang: Semi-Supervised Text Detection With Accurate Pseudo-Labels. IEEE Signal Process. Lett. 29: 1272-1276 (2022)
  3. Fanchao Lin, Hongtao Xie, Chuanbin Liu, Yongdong Zhang: Bilateral Temporal Re-Aggregation for Weakly-Supervised Video Object Segmentation. IEEE Trans. Circuits Syst. Video Technol. 32(7): 4498-4512 (2022)
  4. Zheren Fu, Zhendong Mao, Chenggang Yan, An-An Liu, Hongtao Xie, Yongdong Zhang: Self-Supervised Synthesis Ranking for Deep Metric Learning. IEEE Trans. Circuits Syst. Video Technol. 32(7): 4736-4750 (2022)
  5. Yuxin Wang, Hongtao Xie, Shancheng Fang, Mengting Xing, Jing Wang, Shenggao Zhu, Yongdong Zhang: PETR: Rethinking the Capability of Transformer-Based Language Model in Scene Text Recognition. IEEE Trans. Image Process. 31: 5585-5598 (2022)
  6. Pandeng Li, Hongtao Xie, Shaobo Min, Jiannan Ge, Xun Chen, Yongdong Zhang: Deep Fourier Ranking Quantization for Semi-Supervised Image Retrieval. IEEE Trans. Image Process. 31: 5909-5922 (2022)
  7. Ziheng Hu, Hongtao Xie, Lingyun Yu, Xingyu Gao, Zhihua Shang, Yongdong Zhang: Dynamic-Aware Federated Learning for Face Forgery Video Detection. ACM Trans. Intell. Syst. Technol. 13(4): 57:1-57:25 (2022)
  8. Pandeng Li, Hongtao Xie, Shaobo Min, Zheng-Jun Zha, Yongdong Zhang: Online Residual Quantization Via Streaming Data Correlation Preserving. IEEE Trans. Multim. 24: 981-994 (2022)
  9. Lingyun Yu, Hongtao Xie, Yongdong Zhang: Multimodal Learning for Temporally Coherent Talking Face Generation With Articulator Synergy. IEEE Trans. Multim. 24: 2950-2962 (2022)
  10. Mengting Xing, Hongtao Xie, Qingfeng Tan, Shancheng Fang, Yuxin Wang, Zhengjun Zha, Yongdong Zhang: Boundary-Aware Arbitrary-Shaped Scene Text Detector With Learnable Embedding Network. IEEE Trans. Multim. 24: 3129-3143 (2022)
  11. Pandeng Li, Yan Li, Hongtao Xie, Lei Zhang: Neighborhood-Adaptive Structure Augmented Metric Learning. AAAI 2022: 1367-1375
  12. Sun'ao Liu, Hongtao Xie, Hai Xu, Yongdong Zhang, Qi Tian: Partial Class Activation Attention for Semantic Segmentation. CVPR 2022: 16815-16824
  13. Pandeng Li, Hongtao Xie, Jiannan Ge, Lei Zhang, Shaobo Min, Yongdong Zhang: Dual-Stream Knowledge-Preserving Hashing for Unsupervised Video Retrieval. ECCV (14) 2022: 181-197
  14. Yuxin Wang, Hongtao Xie, Mengting Xing, Jing Wang, Shenggao Zhu, Yongdong Zhang: Detecting Tampered Scene Text in the Wild. ECCV (28) 2022: 215-232
  15. Yunyan Yan, Chuanbin Liu, Hongtao Xie, Sicheng Zhang, Zhendong Mao: Weakly Supervised Pediatric Bone Age Assessment Using Ultrasonic Images via Automatic Anatomical RoI Detection. ICMR 2022: 647-653
  16. Quanwei Yang, Xinchen Liu, Wu Liu, Hongtao Xie, Xiaoyan Gu, Lingyun Yu, Yongdong Zhang: REMOT: A Region-to-Whole Framework for Realistic Human Motion Transfer. ACM Multimedia 2022: 1128-1137
  17. Jiaming Li, Hongtao Xie, Lingyun Yu, Yongdong Zhang: Wavelet-enhanced Weakly Supervised Local Feature Learning for Face Forgery Detection. ACM Multimedia 2022: 1299-1308
  18. Yunning Cao, Ye Ma, Min Zhou, Chuanbin Liu, Hongtao Xie, Tiezheng Ge, Yuning Jiang: Geometry Aligned Variational Transformer for Image-conditioned Layout Generation. ACM Multimedia 2022: 1561-1571
  19. Jiannan Ge, Hongtao Xie, Shaobo Min, Pandeng Li, Yongdong Zhang: Dual Part Discovery Network for Zero-Shot Learning. ACM Multimedia 2022: 3244-3252
  20. Jingyuan Xu, Hongtao Xie, Chuanbin Liu, Yongdong Zhang: Proxy Probing Decoder for Weakly Supervised Object Localization: A Baseline Investigation. ACM Multimedia 2022: 4185-4193
  21. Jianjun Xu, Hongtao Xie, Hai Xu, Yuxin Wang, Sun'ao Liu, Yongdong Zhang: Boat in the Sky: Background Decoupling and Object-aware Pooling for Weakly Supervised Semantic Segmentation. ACM Multimedia 2022: 5783-5792

2021

  1. An-An Liu, Heyu Zhou, Weizhi Nie, Zhenguang Liu, Wu Liu, Hongtao Xie, Zhendong Mao, Xuanya Li, Dan Song: Hierarchical multi-view context modelling for 3D object classification and retrieval. Inf. Sci. 547: 984-995 (2021)
  2. Zhihua Shang, Hongtao Xie, Zhengjun Zha, Lingyun Yu, Yan Li, Yongdong Zhang: PRRNet: Pixel-Region relation network for face forgery detection. Pattern Recognit. 116: 107950 (2021)
  3. Chuanbin Liu, Hongtao Xie, Yongdong Zhang: Self-Supervised Attention Mechanism for Pediatric Bone Age Assessment With Efficient Weak Annotation. IEEE Trans. Medical Imaging 40(10): 2685-2697 (2021)
  4. Jingyuan Xu, Hongtao Xie, Chuanbin Liu, Fang Yang, Sicheng Zhang, Xun Chen, Yongdong Zhang: Hip Landmark Detection With Dependency Mining in Ultrasound Image. IEEE Trans. Medical Imaging 40(12): 3762-3774 (2021)
  5. Shaobo Min, Xuejin Chen, Hongtao Xie, Zheng-Jun Zha, Yongdong Zhang: A Mutually Attentive Co-Training Framework for Semi-Supervised Recognition. IEEE Trans. Multim. 23: 899-910 (2021)
  6. Yuxin Wang, Hongtao Xie, Zhengjun Zha, Youliang Tian, Zilong Fu, Yongdong Zhang: R-Net: A Relationship Network for Efficient and Accurate Scene Text Detection. IEEE Trans. Multim. 23: 1316-1329 (2021)
  7. Shaobo Min, Hantao Yao, Hongtao Xie, Zheng-Jun Zha, Yongdong Zhang: Domain-Oriented Semantic Embedding for Zero-Shot Learning. IEEE Trans. Multim. 23: 3919-3930 (2021)
  8. Jiannan Ge, Hongtao Xie, Shaobo Min, Yongdong Zhang: Semantic-guided Reinforced Region Embedding for Generalized Zero-Shot Learning. AAAI 2021: 1406-1414
  9. Fanchao Lin, Hongtao Xie, Yan Li, Yongdong Zhang: Query-Memory Re-Aggregation for Weakly-supervised Video Object Segmentation. AAAI 2021: 2038-2046
  10. Jiaming Li, Hongtao Xie, Jiahong Li, Zhongyuan Wang, Yongdong Zhang: Frequency-Aware Discriminative Feature Learning Supervised by Single-Center Loss for Face Forgery Detection. CVPR 2021: 6458-6467
  11. Shancheng Fang, Hongtao Xie, Yuxin Wang, Zhendong Mao, Yongdong Zhang: Read Like Humans: Autonomous, Bidirectional and Iterative Language Modeling for Scene Text Recognition. CVPR 2021: 7098-7107
  12. Yuxin Wang, Hongtao Xie, Shancheng Fang, Jing Wang, Shenggao Zhu, Yongdong Zhang: From Two to One: A New Scene Text Recognizer with Visual Language Modeling Network. ICCV 2021: 14174-14183
  13. Lingfeng Ma, Chuanbin Liu, Sicheng Zhang, Yizhi Liu, Hongtao Xie: Global Characteristic Guided Landmark Detection for Genu Valgus and Varus Diagnosis. ICIG (2) 2021: 523-534
  14. Ziheng Hu, Hongtao Xie, Yuxin Wang, Jiahong Li, Zhongyuan Wang, Yongdong Zhang: Dynamic Inconsistency-aware DeepFake Video Detection. IJCAI 2021: 736-742
  15. Zilong Fu, Hongtao Xie, Guoqing Jin, Junbo Guo: Look Back Again: Dual Parallel Attention Network for Accurate and Robust Scene Text Recognition. ICMR 2021: 638-644
  16. Jianjun Chen, Shancheng Fang, Hongtao Xie, Zheng-Jun Zha, Yue Hu, Jianlong Tan: End-to-end Boundary Exploration for Weakly-supervised Semantic Segmentation. ACM Multimedia 2021: 2381-2390
  17. Yu Zhou, Hongtao Xie, Shancheng Fang, Jing Wang, Zhengjun Zha, Yongdong Zhang: TDI TextSpotter: Taking Data Imbalance into Account in Scene Text Spotting. ACM Multimedia 2021: 2510-2518
  18. Bingyu Hu, Zheng-Jun Zha, Jiawei Liu, Xierong Zhu, Hongtao Xie: Cluster and Scatter: A Multi-grained Active Semi-supervised Learning Framework for Scalable Person Re-identification. ACM Multimedia 2021: 2605-2614

2020

  1. Xiaonan Guo, Hongtao Xie, Hai Xu, Yongdong Zhang: Global context and boundary structure-guided network for cross-modal organ segmentation. Inf. Process. Manag. 57(4): 102252 (2020)
  2. Shaobo Min, Hantao Yao, Hongtao Xie, Zheng-Jun Zha, Yongdong Zhang: Multi-Objective Matrix Normalization for Fine-Grained Visual Recognition. IEEE Trans. Image Process. 29: 4996-5009 (2020)
  3. Yu Zhang, Xingyu Gao, Zhenyu Chen, Huicai Zhong, Hongtao Xie, Chenggang Yan: Mining Spatial-Temporal Similarity for Visual Tracking. IEEE Trans. Image Process. 29: 8107-8119 (2020)
  4. Chuanbin Liu, Hongtao Xie, Sicheng Zhang, Zhendong Mao, Jun Sun, Yongdong Zhang: Misshapen Pelvis Landmark Detection With Local-Global Feature Learning for Diagnosing Developmental Dysplasia of the Hip. IEEE Trans. Medical Imaging 39(12): 3944-3954 (2020)
  5. Chuanbin Liu, Hongtao Xie, Zhengjun Zha, Lingyun Yu, Zhineng Chen, Yongdong Zhang: Bidirectional Attention-Recognition Model for Fine-Grained Object Classification. IEEE Trans. Multim. 22(7): 1785-1795 (2020)
  6. Zheng-Jun Zha, Chong Wang, Dong Liu, Hongtao Xie, Yongdong Zhang: Robust Deep Co-Saliency Detection With Group Semantic and Pyramid Attention. IEEE Trans. Neural Networks Learn. Syst. 31(7): 2398-2408 (2020)
  7. Chuanbin Liu, Hongtao Xie, Zheng-Jun Zha, Lingfeng Ma, Lingyun Yu, Yongdong Zhang: Filtration and Distillation: Enhancing Region Attention for Fine-Grained Visual Categorization. AAAI 2020: 11555-11562
  8. Hai Wu, Hongtao Xie, Chuanbin Liu, Zheng-Jun Zha, Jun Sun, Yongdong Zhang: CircleNet for Hip Landmark Detection. AAAI 2020: 12370-12377
  9. Benfeng Xu, Licheng Zhang, Zhendong Mao, Quan Wang, Hongtao Xie, Yongdong Zhang: Curriculum Learning for Natural Language Understanding. ACL 2020: 6095-6104
  10. Chunxiao Liu, Zhendong Mao, Tianzhu Zhang, Hongtao Xie, Bin Wang, Yongdong Zhang: Graph Structured Network for Image-Text Matching. CVPR 2020: 10918-10927
  11. Yuxin Wang, Hongtao Xie, Zheng-Jun Zha, Mengting Xing, Zilong Fu, Yongdong Zhang: ContourNet: Taking a Further Step Toward Accurate Arbitrary-Shaped Scene Text Detection. CVPR 2020: 11750-11759
  12. Shaobo Min, Hantao Yao, Hongtao Xie, Chaoqun Wang, Zheng-Jun Zha, Yongdong Zhang: Domain-Aware Visual Bias Eliminating for Generalized Zero-Shot Learning. CVPR 2020: 12661-12670
  13. Zixiao Wang, Hai Xu, Youliang Tian, Hongtao Xie: Hierarchical Consistency and Refinement for Semi-supervised Medical Segmentation. ICPR Workshops (6) 2020: 267-276
  14. Zhikun Huang, Zhedong Zheng, Chenggang Yan, Hongtao Xie, Yaoqi Sun, Jianzhong Wang, Jiyong Zhang: Real-World Automatic Makeup via Identity Preservation Makeup Net. IJCAI 2020: 652-658
  15. Chuanbin Liu, Hongtao Xie, Yunyan Yan, Zhendong Mao, Yongdong Zhang: Learning Rich Attention for Pediatric Bone Age Assessment. MICCAI (1) 2020: 232-242
  16. Yu Zhou, Hongtao Xie, Shancheng Fang, Yan Li, Yongdong Zhang: CRNet: A Center-aware Representation for Detecting Text of Arbitrary Shapes. ACM Multimedia 2020: 2571-2580
  17. Hai Xu, Hongtao Xie, Zheng-Jun Zha, Sun'ao Liu, Yongdong Zhang: March on Data Imperfections: Domain Division and Domain Generalization for Semantic Segmentation. ACM Multimedia 2020: 3044-3053
  18. Lixuan Meng, Chenggang Yan, Jun Li, Jian Yin, Wu Liu, Hongtao Xie, Liang Li: Multi-Features Fusion and Decomposition for Age-Invariant Face Recognition. ACM Multimedia 2020: 3146-3154
  19. Chuanbin Liu, Youliang Tian, Hongtao Xie: Law Is Order: Protecting Multimedia Network Transmission by Game Theory and Mechanism Design. MMM (2) 2020: 651-668
  20. Sun'ao Liu, Hai Xu, Yizhi Liu, Hongtao Xie: Improving Brain Tumor Segmentation with Dilated Pseudo-3D Convolution and Multi-direction Fusion. MMM (1) 2020: 727-738
  21. Shaobo Min, Hongtao Xie, Hantao Yao, Xuran Deng, Zheng-Jun Zha, Yongdong Zhang: Hierarchical Granularity Transfer Learning. NeurIPS 2020

2019

  1. Yanping Ma, Qiming Liu, Cuifeng Li, Yi Tang, Hongtao Xie: Distributed data-dependent locality sensitive hashing. Int. J. High Perform. Comput. Netw. 13(3): 304-311 (2019)
  2. Zhineng Chen, Wei Zhang, Bin Deng, Hongtao Xie, Xiaoyan Gu: Name-face association with web facial image supervision. Multim. Syst. 25(1): 1-20 (2019)
  3. Yanping Ma, Dongbao Yang, Hongtao Xie, Jian Yin: Supervised deep hashing for image content security. Multim. Tools Appl. 78(1): 661-676 (2019)
  4. Hongtao Xie, Dongbao Yang, Nannan Sun, Zhineng Chen, Yongdong Zhang: Automated pulmonary nodule detection in CT images using deep convolutional neural networks. Pattern Recognit. 85: 109-119 (2019)
  5. Hongtao Xie, Zhendong Mao, Yongdong Zhang, Han Deng, Chenggang Yan, Zhineng Chen: Double-Bit Quantization and Index Hashing for Nearest Neighbor Search. IEEE Trans. Multim. 21(5): 1248-1260 (2019)
  6. Hongtao Xie, Shancheng Fang, Zheng-Jun Zha, Yating Yang, Yan Li, Yongdong Zhang: Convolutional Attention Networks for Scene Text Recognition. ACM Trans. Multim. Comput. Commun. Appl. 15(1s): 3:1-3:17 (2019)
  7. Chong Wang, Zheng-Jun Zha, Dong Liu, Hongtao Xie: Robust Deep Co-Saliency Detection with Group Semantic. AAAI 2019: 8917-8924
  8. Shaobo Min, Xuejin Chen, Hongtao Xie, Zheng-Jun Zha, Guoqiang Bi, Feng Wu, Yongdong Zhang: Accurate Segmentation of Synaptic Cleft with Contour Growing Concatenated with a Convnet. ICIP 2019: 1420-1424
  9. Yu Zhou, Shancheng Fang, Hongtao Xie, Zheng-Jun Zha, Yongdong Zhang: MLTS: A Multi-Language Scene Text Spotter. ICME 2019: 163-168
  10. Fanchao Lin, Chuanbin Liu, Hongtao Xie, Zheng-Jun Zha, Yongdong Zhang: Semantic-Embedding and Shape-Aware U-Net for Ultrasound Eyeball Segmentation. ICME 2019: 892-897
  11. Shancheng Fang, Hongtao Xie, Jianjun Chen, Jianlong Tan, Yongdong Zhang: Learning to Draw Text in Natural Images with Conditional Adversarial Networks. IJCAI 2019: 715-722
  12. Yuxin Wang, Hongtao Xie, Zilong Fu, Yongdong Zhang: DSRN: A Deep Scale Relationship Network for Scene Text Detection. IJCAI 2019: 947-953
  13. Weijian Chen, Yulong Gu, Zhaochun Ren, Xiangnan He, Hongtao Xie, Tong Guo, Dawei Yin, Yongdong Zhang: Semi-supervised User Profiling with Heterogeneous Graph Attention Networks. IJCAI 2019: 2116-2122
  14. Hai Xu, Hongtao Xie, Yizhi Liu, Chuandong Cheng, Chaoshi Niu, Yongdong Zhang: Deep Cascaded Attention Network for Multi-task Brain Tumor Segmentation. MICCAI (3) 2019: 420-428
  15. Chuanbin Liu, Hongtao Xie, Sicheng Zhang, Jingyuan Xu, Jun Sun, Yongdong Zhang: Misshapen Pelvis Landmark Detection by Spatial Local Correlation Mining for Diagnosing Developmental Dysplasia of the Hip. MICCAI (6) 2019: 441-449
  16. Chuanbin Liu, Hongtao Xie, Yizhi Liu, Zheng-Jun Zha, Fanchao Lin, Yongdong Zhang: Extract Bone Parts Without Human Prior: End-to-end Convolutional Neural Network for Pediatric Bone Age Assessment. MICCAI (6) 2019: 667-675
  17. Yanhao Zhu, Zhineng Chen, Shuai Zhao, Hongtao Xie, Wenming Guo, Yongdong Zhang: ACE-Net: Biomedical Image Segmentation with Augmented Contracting and Expansive Paths. MICCAI (1) 2019: 712-720
  18. Tianhao Yang, Zheng-Jun Zha, Hongtao Xie, Meng Wang, Hanwang Zhang: Question-Aware Tube-Switch Network for Video Question Answering. ACM Multimedia 2019: 1184-1192
  19. Shaobo Min, Hantao Yao, Hongtao Xie, Zheng-Jun Zha, Yongdong Zhang: Domain-Specific Embedding Network for Zero-Shot Recognition. ACM Multimedia 2019: 2070-2078
  20. Shaobo Min, Hongtao Xie, Youliang Tian, Hantao Yao, Yongdong Zhang: Adaptive Bilinear Pooling for Fine-grained Representation Learning. MMAsia 2019: 2:1-2:6
  21. Hai Wu, Hongtao Xie, Fanchao Lin, Sicheng Zhang, Jun Sun, Yongdong Zhang: WaveCSN: Cascade Segmentation Network for Hip Landmark Detection. MMAsia 2019: 18:1-18:6
  22. Xierong Zhu, Jiawei Liu, Hongtao Xie, Zheng-Jun Zha: Adaptive Alignment Network for Person Re-identification. MMM (2) 2019: 16-27

2018

  1. Shancheng Fang, Hongtao Xie, Zhineng Chen, Yizhi Liu, Yan Li: Uyghur Text Matching in Graphic Images for Biomedical Semantic Analysis. Neuroinformatics 16(3-4): 445-455 (2018)
  2. Chenggang Yan, Hongtao Xie, Shun Liu, Jian Yin, Yongdong Zhang, Qionghai Dai: Effective Uyghur Language Text Detection in Complex Background Images for Traffic Prompt Identification. IEEE Trans. Intell. Transp. Syst. 19(1): 220-229 (2018)
  3. Chenggang Yan, Hongtao Xie, Dongbao Yang, Jian Yin, Yongdong Zhang, Qionghai Dai: Supervised Hash Coding With Deep Neural Network for Environment Perception of Intelligent Vehicles. IEEE Trans. Intell. Transp. Syst. 19(1): 284-295 (2018)
  4. Chenggang Yan, Hongtao Xie, Jianjun Chen, Zheng-Jun Zha, Xinhong Hao, Yongdong Zhang, Qionghai Dai: A Fast Uyghur Text Detector for Complex Background Images. IEEE Trans. Multim. 20(12): 3389-3398 (2018)
  5. Nannan Sun, Dongbao Yang, Shancheng Fang, Hongtao Xie: Deep Convolutional Nets for Pulmonary Nodule Detection and Classification. KSEM (2) 2018: 197-208
  6. Shancheng Fang, Hongtao Xie, Zheng-Jun Zha, Nannan Sun, Jianlong Tan, Yongdong Zhang: Attention and Language Ensemble for Scene Text Recognition with Convolutional Sequence Modeling. ACM Multimedia 2018: 248-256
  7. Jiawei Liu, Zheng-Jun Zha, Hongtao Xie, Zhiwei Xiong, Yongdong Zhang: CA3Net: Contextual-Attentional Attribute-Appearance Network for Person Re-Identification. ACM Multimedia 2018: 737-745
  8. Jianjun Chen, Hongtao Xie, Yue Hu, Chenggang Yan: Uyghur Text Localization with Fast Component Detection. MMM (1) 2018: 565-577
  9. Di Chen, Zheng-Jun Zha, Jiawei Liu, Hongtao Xie, Yongdong Zhang: Temporal-Contextual Attention Network for Video-Based Person Re-identification. PCM (1) 2018: 146-157
  10. Zhihua Shang, Zilong Fu, Chuanbin Liu, Hongtao Xie, Yongdong Zhang: Potential of Attention Mechanism for Classification of Optical Coherence Tomography Images. VCIP 2018: 1-4

专利

  1. 张勇东，刘传彬，谢洪涛，李岩. 弱监督细粒度物体分类方法. 申请号：201910019867.4。
  2. 张勇东，林凡超，谢洪涛. 超声图像中眼球区域分割方法. 申请号：201910238410.2。
  3. 张勇东，徐海，谢洪涛. 脑胶质瘤区域自动分割方法. 申请号：201910567803.8。
  4. 张勇东，刘传彬，谢洪涛. 骨骼年龄评估方法. 申请号：201910568724.9。
  5. 张勇东，闵少波，谢洪涛，李岩. 细粒度图像零样本识别方法. 申请号：201910032246.X。
  6. 张勇东，尚志华，谢洪涛，李岩. 利用少数标注图像生成分类器的方法. 申请号：201910235392.2。
  7. 张勇东，周宇，谢洪涛，李岩. 多语言文本检测识别系统. 申请号：201910232853.0。
  8. 张勇东，闵少波，谢洪涛. 图像中目标分割的方法. 申请号：201811478643.1。
  9. 张勇东，徐静远，武海，谢洪涛. 髋关节X光图像快速自动分析方法. 申请号：201811389123.3。
  10. 张勇东，尚志华，武海，谢洪涛. 髋关节X光图像快速自动分析方法. 申请号：201811421819.5。
  11. 张勇东，刘传彬，武海，谢洪涛. 髋关节X光图像快速自动分析方法. 申请号：201811421818.5。
  12. 张勇东，王裕鑫，谢洪涛. 一种基于堆叠式全卷积神经网络的肺部血管分割方法. 申请号：201811384307.0。
  13. 张勇东，闵少波，谢洪涛. 细粒度图像分类方法. 申请号：201811210182.X。
  14. 张勇东，符子龙，尚志华，谢洪涛. 基于深度学习的视网膜OCT图像分类方法. 申请号：201811103949.9。
  15. 谢洪涛，张勇东. 一种基于卷积注意力网络的自然场景文本识别方法. 申请号：201810437763.0。
  16. 谢洪涛，张勇东. 一种快速的复杂背景图像中维语文字定位方法. 申请号：201810375055.9。
  17. 谢洪涛，张勇东. 基于2D卷积神经网络的肺结节检测方法. 申请号：201810496332.1。

获奖

  1. 张勇东、颜成钢、谢洪涛、唐金辉、唐胜 . 互联网视频流的高通量计算理论与方法 . 2019年国家自然科学奖二等奖。
  2. 张勇东、尚志华、谢洪涛、李岩. 利用少数标注图像生成分类器的方法. 2021年中国专利奖优秀奖。
  3. 张勇东、颜成钢、谢洪涛、唐金辉、唐胜 . 互联网视频的高效流式计算理论与方法 . 2018年中国电子学会科学技术奖一等奖（自然科学类）。
  4. 谢洪涛. 2022年度中国图象图形学学会青年科学家奖。

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