Publications

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Journal:

[29] Mingqi Gao, Jungong Han, Feng Zheng, James J.Q.Yu, Giovanni Montana. Video Object Segmentation using Point-based Memory Network. Pattern Recognition, 27 September 2022.  (CCF B, IF: 8.518)

[28] Chenyang Gao, Guanyu Cai, Xinyang Jiang, Feng Zheng*, Jun Zhang, Yifei, Gong, Fangzhou Lin, Xing Sun, Xiang Bai. Conditional Feature Learning based Transformer for Text-Based Person Search.  IEEE Transactions on Image Processing (TIP), 2022. (CCF A, IF: 9.34)

[27] Fufu Yu, Xinyang Jiang, Yifei Gong, Wei-Shi Zheng, Feng Zheng*, Xing Sun*. Conditional Feature Embedding by Visual Clue Correspondence Graph for Person Re-identification. IEEE Transactions on Image Processing (TIP), 2022. (CCF A, IF: 9.34)

[26] Tiantian Geng, Feng Zheng*, Xiaorong Hou, Ke Lu, Guo-Jun Qi, and Ling Shao. Spatial-Temporal Pyramid Graph Reasoning for Action Recognition. IEEE Transactions on Image Processing (TIP), 2022. (CCF A, IF: 9.34)

[25] Junchen Zhu, Lianli Gao, Jingkuan Song, Yuan-Fang Li, Feng Zheng, Xuelong Li, and Heng Tao Shen. Label-Guided Generative Adversarial Network for Realistic Image Synthesis. IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), Jun 2022. (CCF A, IF: 17.73)

[24] Yufeng Shi, Xinge You, Yue Zhao, Jiamiao Xu, Weihua Ou, Feng Zheng, Qinmu Peng. Unsupervised Deep Hashing with Pretrained Semantic Information Distillation and Preservation. Neurocomputing, 2022. (CCF C, IF: 5.719)

[23] Yufeng Shi, Yue Zhao, Xin Liu, Feng Zheng, Weihua Ou, Xinge You, Qinmu Peng. Deep Adaptively-Enhanced Hashing with Discriminative Similarity Guidance for Unsupervised Cross-modal Retrieval. IEEE Transactions on Circuits and Systems for Video Technology (TCSVT). Nov 02 2022. (CCF B, IF: 4.69)

[22] Mingqi Gao, Feng Zheng, James Yu, Caifeng Shan, Guiguang Ding, Jungong Han. Deep Learning for Video Object Segmentation: A Review. Artificial Intelligence Review, 2022. (IF: 8.139 )

[21] Deyin Liu, Lin Wu, Feng Zheng, Lingqiao Liu, Meng Wang. Verbal-Person Nets: Pose-Guided Multi-Granularity Language-to-Person Generation. IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2022. (CCF B, IF: 11.683)

[20] Hongbo Bi, Cong Zhang, Kang Wang, Jinghui Tong, Feng Zheng*. Rethinking Camouflaged Object Detection: Models and Datasets. IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), Nov 02 2021. (CCF B, IF: 4.69)

[19] JinBao Wang, Shuo Xu, Feng Zheng*, Ke Lu, Jingkuan Song, Ling Shao. Learning Efficient Hash Codes for Graph-Based Data Similarity Retrieval. IEEE Transactions on Image Processing (TIP), 2021. (CCF A, IF: 9.34)

[18] Jinbao Wang, Shujie Tan, Xiantong Zhen, Shuo Xu, Feng Zheng*, Zhenyu He, Ling Shao. Deep 3D Human Pose Estimation: A Review. Computer Vision and Image Understanding (CVIU), 2021.  (CCF B, IF: 3.12)

[17] Xiyu Yan, Huihui Gong, Yong Jiang, Shu-Tao Xia, Feng Zheng*, Xinge You, Ling Shao. Video Scene Parsing: An Overview of Deep Learning Methods and Datasets. Computer Vision and Image Understanding, 2020.  (CCF B, IF: 3.12)

[16] Yawen Huang, Feng Zheng*, Runmin Cong, Weilin Huang, Matthew R. Scott, Ling Shao. MCMT-GAN: Multi-Task Coherent Modality Transferable GAN for 3D Brain Image Synthesis. IEEE Transactions on Image Processing (TIP). July, 2020. (CCF A, IF: 9.34)

[15] Chongyi Li, Runmin Cong, Chunle Guo, Hua Li, Chunjie Zhang, Feng Zheng, and Yao Zhao, A parallel down-up fusion network for salient object detection in optical remote sensing images, Neurocomputing, 2020. In Press. (CCF C, IF: 4.072)

[14] Hong Chen, Yingjie Wang, Feng Zheng*, Cheng Deng, and Heng Huang. Sparse Modal Additive Model. IEEE Transactions on Neural Networks and Learning Systems (TNNLS), Mar. 2020. (CCF B, IF: 11.683)

[13] Feng Zheng and Ling Shao. A Winner-Take-All Strategy for Improved Object Tracking. IEEE Transactions on Image Processing (TIP), vol. 27(9), pp. 4302-4313, Sep. 2018. (CCF A, IF: 9.34)

[12] Yan-Guo Zhao, Feng Zheng and Zhan Song. Hand Detection Using Cascade of Softmax Classifiers. Advances in Multimedia, 2018.

[11] Feng Zheng, Ling Shao and Junwei Han. Robust and Long-Term Object Tracking with an Application to Vehicles. IEEE Transactions on Intelligent Transportation Systems (TITS), vol. 19(10), pp. 3387-3399, 2018. (CCF B, IF: 5.744)

[10] Xiantong Zhen, Mengyang Yu, Feng Zheng, Ilanit Ben Nachum, Mousumi Bhaduri, David Laidley and Shuo Li. Multitarget Sparse Latent Regression. IEEE Transactions on Neural Networks and Learning Systems (TNNLS), vol. 29(5), pp. 1575-1586, May 2017. (CCF B, IF: 11.683, 高被引论文)

[9] Yan-Guo Zhao, Zhan Song, Feng Zheng and Ling Shao. Learning a Multiple Kernel Similarity Metric for Kinship Verification. Information Sciences, vol. 430, pp. 247-260, Mar. 2017. (CCF B, IF: 5.524)

[8] Xiantong Zhen, Feng Zheng, Ling Shao, Xianbin Cao and Dan Xu. Supervised Local Descriptor Learning for Human Action Recognition. IEEE Transactions on Multimedia (TMM), vol 19(9), pp. 2056-2065, Sept. 2017. (CCF B, IF: 5.452)

[7] Feng Zheng, Yi Tang and Ling Shao. Hetero-manifold Regularization for Cross-modal Hashing. IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), vol. 40(5), pp. 1059-1071, May 2018. (CCF A, IF: 17.73)

[6] Shoubiao Tan, Feng Zheng, Li Liu, Jungong Han, Ling Shao. Dense Invariant Feature-Based Support Vector Ranking for Cross-Camera Person Reidentification. IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), vol 28(2), pp. 356-363, Feb. 2016. (CCF B, IF: 4.046)

[5] Feng Zheng, Ling Shao, Vitomir Racic, James Brownjohn. Measuring Human-Induced Vibrations of Civil Engineering Structures via Vision-Based Motion Tracking. Measurement, Vol. 83, pp. 44-56, 2016. (IF: 2.791)

[4] Li Liu, Ling Shao, Feng Zheng. Realistic Action Recognition via Sparsely-Constructed Gaussian Processes. Pattern Recognition, vol. 47(12) pp. 3819-3827, 2014. (CCF B, IF: 5.898)

[3] Feng Zheng, Zhan Song, Ling Shao, Ronald Chung, Kui Jia. A Semi-supervised Approach for Dimensionality Reduction with Distributional Similarity. Neurocomputing, Vol. 103(1), pp. 210-221, March 2013. (CCF C, IF: 4.072)

[2] Feng Zheng, Ling Shao, Zhan Song, Chen Xi. Action recognition using graph embedding and the co-occurrence matrices descriptor. International Journal of Computer Mathematics, vol. 88(18), pp. 3896-3914, June 2011. (IF: 1.054)

[1] Hanxuan Yang, Ling Shao, Feng Zheng, Liang Wang, Zhan Song. Recent Advances and Trends in Visual Tracking: A Review. Neurocomputing, vol. 74(18), pp. 3823-3831, 2011. (CCF C, IF: 4.072, 高被引论文)

Conference:

[78] Jiang Xi, Jianlin Liu, Jinbao Wang*, Qiang Nie, Kai WU, Yong Liu, Chengjie Wang, Feng Zheng*. SoftCore: Unsupervised Anomaly Detection with Noisy Data.  NeurIPS, 2022. (CCF A)

[77] Yunlong Tang, Siting Xu, Teng Wang, Feng Zheng*, Qin Lin, Qinglin Lu. Multi-modal Segment Assemblage Network for Ad Video Editing with Importance-Coherence Reward. ACCV, 2022. (CCF C)

[76] Shun Fan, Yuantai Wei, Jingfei Xia, Feng Zheng*. Hightlight Video Detection in Figure Skating. PRCV, 2022.

[75] Shang Gao, Jinyu Yang, Zhe LI, Feng Zheng*, Ales Leonardis, Jingkuan Song. Learning Dual-Fused Modality-Aware Representations for RGBD Tracking. Tenth (10th) VOT Challenge Workshop, ECCV, 2022. (CCF B)

[74] Yawen Huang, Feng Zheng*, Xu Sun, Yuexiang Li, Ling Shao, Yefeng Zheng*. Generalized Brain Image Synthesis with Transferable Convolutional Sparse Coding Networks. ECCV, 2022. (CCF B)

[73] Tze Ho Elden Tse, Zhongqun Zhang, Kwang In Kim, Ales Leonardis, Feng Zheng, Hyung Jin Chang. S^2Contact: Graph-based Network for 3D Hand-Object Contact Estimation with Semi-Supervised Learning. ECCV, 2022. (CCF B)

[72] Jinyu Yang, Zhongqun Zhang, Zhe Li, Hyung Jin Chang, Ales Leonardis, Feng Zheng*. Towards Generic 3D Tracking in RGBD Videos: Benchmark and Baseline.  ECCV, 2022. (CCF B)

[71] Jinbao Wang, Guoyang Xie, Yawen Huang, Yefeng Zheng, Yaochu Jin, Feng Zheng*. FedMed-ATL: Misaligned Unpaired Cross-Modality Neuroimage Synthesis via Affine Transform Loss. ACM MM, 2022. (CCF A)

[70] Jinyu Yang, Zhe Li, Feng Zheng*, Ales Leonardis, Jingkuan Song. Prompting for Multi-Modal Tracking. ACM MM, 2022. (CCF A)

[69] Wujin Li, Jiawei Zhan, Jinbao Wang*, Bizhong Xia, Bin-Bin Gao, Jun Liu, Chengjie Wang, Feng Zheng*. Towards Continual Adaptation in Industrial Anomaly Detection. ACM MM, 2022. (CCF A)

[68] Teng Wang, Wenhao Jiang, Zhichao Lu, Feng Zheng*, Ran Cheng, chengguo Yin, Ping Luo. VLMixer: Unpaired Vision-Language Pre-training via Cross-Modal CutMix. ICML 2022. (CCF A

[67] Fan Yang, Kai Wu, Shuyi Zhang, Guannan Jiang, Yong Liu, Feng Zheng*, Wei Zhang, Chengjie Wang, Long Zeng. Class-Aware Contrastive Semi-Supervised Learning. CVPR 2022. (CCF A

[66] Xiaosu Zhu, Jingkuan Song, Lianli Gao, Feng Zheng, Heng Tao Shen. Unified Multivariate Gaussian Mixture for Efficient Neural Image Compression. CVPR 2022. (CCF A

[65] Hao Ni, Jingkuan Song, Xiaopeng Luo, Feng Zheng, Wen Li, Heng Tao Shen. Meta Distribution Alignment for Generalizable Person Re-Identification. CVPR 2022. (CCF A

[64] Minghui Chen, Cheng Wen, Feng Zheng*, Fengxiang He, Ling Shao. VITA: A Multi-Source Vicinal Transfer Augmentation Method for Out-of-Distribution Generalization. AAAI, 2022. (CCF A). 

[63] Peng Tu, Yawen Huang, Feng Zheng*, Zhenyu He, Liujuan Cao, Ling Shao. GuidedMix-Net: Semi-supervised Semantic Segmentation by Using Labeled Images as Reference. AAAI, 2022. (CCF A). 

[62] Xuebin Zhao, Hong Chen, Yingjie Wang, Weifu Li, Tieliang Gong, Yulong Wang, Feng Zheng. Error-based Knockoffs Inference for Controlled Feature Selection. AAAI, 2022. (CCF A).

[61] Minghui Chen, Zhiqiang Wang, Feng Zheng*. Benchmarks for Corruption Invariant Person Re-identification. Track Datasets and Benchmarks, NeurIPS, 2021. (CCF A)

[60] Song Yan, Jinyu Yang, Jani Käpylä, Feng Zheng, Ales Leonardis, Joni-Kristian Kamarainen. DepthTrack: Unveiling the Power of RGBD Tracking. ICCV, 2021  (CCF A)

[59] Teng Wang, Ruimao Zhang, Zhichao Lu, Feng Zheng*, Ran Cheng, Ping Luo. End-to-End Dense Video Captioning with Parallel Decoding. ICCV, 2021  (CCF A

[58] Shiming Chen, Wenjie Wang, Beihao Xia, Qinmu Peng, Xinge YOU, Feng Zheng, Ling Shao. FREE: Feature Refinement for Generalized Zero-Shot Learning. ICCV, 2021  (CCF A

[57] Zikun Zhou, Wenjie Pei, Xin Li, Hongpeng Wang, Feng Zheng, Zhenyu He. Saliency-Associated Object Tracking. ICCV, 2021  (CCF A

[56] Hongjun CHEN, Jinbao Wang, Hong Cai Chen, Xiantong Zhen, Feng Zheng*, Rongrong Ji, Ling Shao. Seminar Learning for Click-Level Weakly Supervised Semantic Segmentation. ICCV, 2021  (CCF A

[55] Hao Ni, Jingkuan Song, Xiaosu Zhu, Feng Zheng, Lianli Gao. Camera-Agnostic Person Re-Identification via Adversarial Disentangling Learning.  ACM MM, 2021  (CCF A

[54] Peidong Liu, Zibin He, Xiyu Yan, Yong Jiang, Shutao Xia, Feng Zheng, Maowei Hu. WeClick: Weakly-Supervised Video Semantic Segmentation with Click Annotations. ACM MM, 2021  (CCF A

[53] Wenjie Wang, Yufeng Shi, Shiming Chen, Qinmu Peng, Feng Zheng, Xinge YOU. Norm-guided Adaptive Visual Embedding for Zero-Shot Sketch-Based Image Retrieval. IJCAI, 2021. (CCF A

[52] Yawen Huang, Feng Zheng*, Danyang Wang, Weilin Huang, Matthew R. Scott, Ling Shao. Brain Image Synthesis with Unsupervised Multivariate Canonical CSC$\ell_4$Net. CVPR 2021. (CCF A

[51] Jiaxing Chen, Xinyang Jiang, Fudong Wang, Jun Zhang, Feng Zheng, Xing Sun, WEI-SHI ZHENG. Learning 3D Shape Feature for Texture-insensitive Person Re-identification. CVPR 2021. (CCF A)

[50] Hong Chen, Yingjie Wang, Yulong Wang* and Feng Zheng*Distributed Ranking with Communications: Approximation Analysis and Applications. AAAI, 2021. (CCF A).

[49] Peixian Chen, Pingyang Dai, Jianzhuang Liu, Feng Zheng, Mingliang Xu, Qi Tian and Rongrong Ji. Dual Distribution Alignment Network for Generalizable Person Re-Identification. AAAI, 2021. (CCF A).

[48] Taeuk Jang, Feng Zheng and Xiaoqian Wang. Constructing a Fair Classifier with Generated Fair Data. AAAI, 2021. (CCF A).

[47] Enwei Zhang, Xinyang Jiang, Hao Cheng, Ancong Wu, Fufu Yu, Ke Li, Xiaowei Guo, Feng Zheng, WEI-SHI ZHENG and Xing Sun. One for More: Selecting Generalizable Samples for Generalizable ReID Model. AAAI, 2021. (CCF A).

[46] Xuesong Chen, Canmiao Fu, Yong Zhao, Feng Zheng*, Hongsheng Li, Ping Luo and Guo-Jun Qi. A Unified Multi-Scenario Attacking Network for Visual Object Tracking. AAAI, 2021. (CCF A). 

[45] Yingjie Wang, Hong Chen, Feng Zheng, Chen Xu, Tieliang Gong and Yanhong Chen. Multi-task Additive Models for Robust Estimation and Automatic Structure Discovery. NeurIPS, 2020. (CCF A)

[44] Lianli Gao, Junchen Zhu, Jingkuan Song, Feng Zheng and Hengtao Sheng. Lab2Pix: Label-Adaptive Generative Adversarial Network for Unsupervised Image Synthesis.  ACM MM, 2020. (CCF A)

[43] Qiao Liu, et al. and Feng Zheng. LSOTB-TIR: A Large-Scale High-Diversity Thermal Infrared Object Tracking Benchmark. ACM MM, 2020. (CCF A)

[42] Yunhang Shen, Rongrong Ji, Yan Wang, Zhiwei Chen, Feng Zheng, Feiyue Huang, Yunsheng Wu. Enabling Deep Residual Networks for Weakly Supervised Object Detection. ECCV, 2020. (CCF B)

[41] Yawen Huang, Feng Zheng*, Junyu Jiang, Danyang Wang,Xiaoqian Wang, and Ling Shao. Super-Resolution and Inpainting with Degraded and Upgraded Generative Adversarial Networks. IJCAI, 2020. (CCF A)

[40] Licheng Zhang, Xianzhi Wang, Lina Yao, Feng Zheng* and Lin Wu. Zero-Shot Object Detection via Learning an Embedding from Semantic Space to Visual Space. IJCAI, 2020. (CCF A)

[39] Licheng Zhang, Xianzhi Wang, Lina Yao and Feng Zheng*. Zero-Shot Object Detection with Textual Descriptions Using Convolutional Neural Networks. IJCNN, Glasgow, UK, 2020. (CCF C)

[38]  Xuesong Chen, Xiyu Yan, Feng Zheng*, Yong Jiang, Shutao Xia, Yong Zhao, Rongrong Ji. One-shot Adversarial Attacks on Visual Tracking with Dual Attention. CVPR 2020. (CCF A)

[37]  Yunhang Shen, Rongrong Ji, Zhiwei Chen, Xiaopeng Hong, Feng Zheng, Jianzhuang Liu, Mingliang Xu, Qi Tian. Noise-Aware Fully Webly Supervised Object Detection. CVPR 2020. (CCF A)

[36] Xuesong Chen, Canmiao Fu, Yong Zhao, Feng Zheng*, Jingkuan Song, Rongrong Ji, Yi Yang. Salience-Guided Cascaded Suppression Network for Person Re-identification. CVPR 2020. (CCF A)

[35] Xiyu Yan, Xuesong Chen, Yong Jiang, Shu-Tao Xia, Yong Zhao, Feng Zheng. Hijacking Tracker: A Powerful Adversarial Attack on Visual Tracking. ICASSP, Barcelona, Spain, May 4-8, 2020. (CCF B)

[34] Zhihui Zhu, Xinyang Jiang, Feng Zheng, Xiaowei Guo, Feiyue Huang, WEI-SHI ZHENG, Xing Sun. Viewpoint-Aware Loss with Angular Regularization for Person Re-Identification. AAAI 2020. (CCF A)

[33] Xinyang Jiang, Yifei Gong, Xiaowei Guo, Qize Yang, Feiyue Huang, WEI-SHI ZHENG, Feng Zheng, Xing Sun. Rethinking Temporal Fusion for Video-based Person Re-identification on Semantic and Time Aspect. AAAI 2020. (CCF A)

[32] Yufeng Shi, Xinge You, Wenjie Wang, Feng Zheng, Qinmu Peng, Shuo Wang. Retrieval by Classification: Discriminative Binary Embedding for Sketch-Based Image Retrieval. PRCV 2019. 

[31] Feng Zheng, Cheng Deng, Heng Huang. Binarized Neural Networks for Resource-Efficient Hashing with Minimizing Quantization Loss. IJCAI 2019. (CCF A)

[30] Xiyu Yan, Shuai Chen, Zihao He, Chunmei Li, Tao Dai, Shuo Dong, Yong Jiang, Shu-Tao Xia, Feng Zheng*. Automatic Grassland Degradation Estimation Using Deep Learning. IJCAI 2019. (CCF A)

[29] Yunhang Shen, Rongrong Ji, Xiaopeng Hong, Feng Zheng, Xiaowei Guo, Yongjian Wu, Feiyue Huang. A Part Power Set Model for Scale-Free Person Retrieval. IJCAI 2019. (CCF A)

[28] Yufeng Shi, Xinge You, Feng Zheng, Shuo Wang, Qinmu Peng. Equally-Guided Discriminative Hashing for Cross-modal Retrieval. IJCAI 2019. (CCF A)

[27] Feng Zheng, Cheng Deng, Xing Sun, Xingyang Jiang, Xiaowei Guo, Zongqiao Yu, Feiyue Huang, Rongrong Ji. Pyramidal Person Re-IDentification via Multi-Loss Dynamic Training. CVPR, 2019. (CCF A)

[26] Xinyi Xu, Yanhua Yang, Cheng Deng, Feng Zheng. Deep Asymmetric Metric Learning via Rich Relationship Mining. CVPR, 2019. (CCF A)

[25] Xu Yang, Cheng Deng, Feng Zheng, Junchi Yan, Wei Liu. Deep Spectral Clustering using Dual Autoencoder Network. CVPR, 2019. (CCF A)

[24] Peizhen Zhang, Feng Zheng, Junlong Du, Jun Zhang, Xiaowei Guo, Wei-Shi Zheng. Particle Swarm Loss for Lightweight Object Detection. ICME, 2019. (CCF B)

[23] Xiaohao He, Huijun Zhang, Ningyun Li, Ling Feng and Feng Zheng. A Multi-Attentive Pyramidal Model for Visual Sentiment Analysis, IJCNN, 2019. (CCF C)

[22] Feng Zheng, Heng Huang and Xin Miao. Fast Vehicle Identification in Surveillance via Ranked Semantic Sampling Based Embedding. IJCAI Stockholm, Sweden, 2018. (CCF A)

[21] Kamran Ghasedi Dizaji, Feng Zheng, Najmeh Sadoughi Nourabadi, Yanhua Yang, Cheng Deng, Heng Huang. Unsupervised Deep Generative Adversarial Hashing Network. CVPR, Salt Lake City, Utah, United States, 2018. (CCF A)

[20] Feng Zheng and Heng Huang. Direct Hashing without Pseudo-labels. AAAI, New Orleans, USA, Feb. 2018. (CCF A)

[19] Bingzhang Hu, Feng Zheng and Ling Shao. Dual-reference Face Retrieval. AAAI, New Orleans, USA, Feb. 2018. (CCF A)

[18] Yan-Guo Zhao, Zhan Song and Feng Zheng. A Robust Hand Detection Method Based on Skin Probability Map. ACM ICSPS, Auckland, New Zealand, Nov. 2017.

[17] Feng Zheng and Ling Shao. Learning Cross-view Binary Identities for Fast Person Re-identification. IJCAI, New York, USA, July 2016. (CCF A)

更早论文

[5] Feng Zheng, Yan-Guo Zhao, Zhan Song. Human and Computer Interaction Method and Apparatus, Chinese patent, Grant No. CN103105924B, 2015-9-9.

[4] Zhan Song, Feng Zheng, Yan-Guo Zhao. Image Recognition Method and System, Chinese patent, Grant No. CN103106388B, 2017-2-8.

[3] Yan-Guo Zhao, Feng Zheng, Zhan Song. Image Recognition Method and Apparatus, Chinese patent, Grant No. CN103106387B, 2016-12-14.

[2] Zhan Song, Yan-Guo Zhao, Lei Nie, Wei Yang, Feng Zheng. The method and System of Human Hand Gesture Detection, Chinese patent, Grant No. CN102831439B, 2015-9-23.

[1] Zhan Song, Yan-Guo Zhao, Lei Nie, Wei Yang, Feng Zheng. The method and System of Human Hand Gesture Tracking, Chinese patent, Grant No. CN102831439B, 2015-09-23.

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