近期论文
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Journal Papers （from 2018)
Chaopeng Zhang, Xingtao Wang*, Ruiqin Xiong, Xiaopeng Fan, Debin Zhao, “Local-Global Dynamic Filtering Network for Video Super-Resolution”, IEEE Transactions on Computational Imaging, 2023.
Wenxue Cui, Xiaopeng Fan, Jian Zhang, Debin Zhao*, “Deep Unfolding Network for Image Compressed Sensing by Content-adaptive Gradient Updating and Deformation-invariant Non-local Modeling”, IEEE Trans. On Multimedia, 2023.
Hengyu Man, Xiaopeng Fan*, Ruiqin Xiong, Debin Zhao, “Tree-Structured Data Clustering-Driven Neural Network for Intra Prediction in Video Coding”, IEEE Trans. Image Process., 2023.
Xingtao Wang, Wenxue Cui, Xiaopeng Fan*, Debin Zhao, “FCNet: Learning Noise-free Features for Point Cloud Denoising,” IEEE Trans. On CSVT, 2023.
C. Sun, X. Fan* and D. Zhao, "JPEG Decoding with Nonlinear Inverse Transform Network and Progressive Recurrent Residual Network," in IEEE Transactions on Consumer Electronics, 2023.
Wenrui Li, Zhengyu Ma, Jinqiao Shi*, Xiaopeng Fan, “The style transformer with common knowledge optimization for image-text retrieval,” IEEE Signal Processing Letters, 2023.
Dan Xu, Xiaopeng Fan*, Debin Zhao, Wen Gao, “Magnification-Arbitrary Depth Super-Resolution with Multiscale Consistency Deformable Alignment,” Displays, 2023.
Dan Xu, Xiaopeng Fan*, Debin Zhao, Wen Gao, “Multiscale Attention Fusion for Depth Map Super-Resolution Generative Adversarial Networks,”, Entropy, 2023.
Wenrui Li, Zhengyu Ma, Liangjian Deng, Xiaopeng Fan*, Yonghong Tian, “Neuron-Based Spiking Transmission and Reasoning Network For Robust Image-Text Retrieval,”, IEEE Trans. On CSVT, 2023.
Chentian Sun, Xiaopeng Fan*, Debin Zhao, “Lossless Recompression of JPEG Images Using Transform Domain Intra Prediction,” IEEE Trans. Image Process., 2023.
Penghong Wang, Rui Zhou, Xiaopeng Fan*, Debin Zhao, “A Distance Estimation Model for DV-Hop Localization in WSNs,” IEEE Transactions on Vehicular Technology, 2023.
Xingtao Wang, Xiaopeng Fan*, Debin Zhao, “PointFilterNet: A Filtering Network for Point Cloud Denoising,” IEEE Trans. On CSVT, 2023.
Rui Zhao, Ruiqin Xiong, Ziluo Ding, Xiaopeng Fan, Jian Zhang, and Tiejun Huang, “MRDFlow: Unsupervised Optical Flow Estimation Network With Multi-Scale Recurrent Decoder,” IEEE Trans. On CSVT, 2022.
Chong Mou, Jian Zhang, Xiaopeng Fan, Hangfan Liu, Ronggang Wang, COLA-Net: Collaborative Attention Network for Image Restoration, IEEE Trans. On Multimedia, 2022.
Mengyang Wang, Jiahui Li, Mengyao Ma, Xiaopeng Fan*, “Constellation Design for Deep Joint Source-Channel Coding,” IEEE Signal Processing Letters, 29:1442 - 1446 (2022).
Zhang Yan, Fan Xiaopeng* and Zhao Debin. Semisupervised learning-based depth estimation with semantic inference guidance. Science China Technological Sciences, 2022.
Yang Wang, Xiaopeng Fan*, Debin Zhao, Wen Gao, Neural Network-based Enhancement to Inter Prediction for Video Coding, IEEE Trans. On CSVT, 32(2):826 - 838 (2021).
Wenbo Zhao, Xianming Liu, Yongsen Zhao, Xiaopeng Fan, Debin Zhao*, NormalNet: Learning-based Mesh Normal Denoising via Local Partition Normalization, IEEE Trans. On CSVT, 31(12):4697 - 4710 (2021).
Wenbo Zhao, Xianming Liu, Shiqi Wang, Xiaopeng Fan, Debin Zhao*, Graph-based Feature-Preserving Mesh Normal Filtering, IEEE Transactions on Visualization and Computer Graphics, 27(3):1937-1952 (2021).
Mengyang Wang, Zhicong Zhang, Jiahui Li, Mengyao Ma, Xiaopeng Fan*, “Deep Joint Source-Channel Coding for Multi-Task Network,” IEEE Signal Processing Letters, 28:1973-1977 (2021).
Qiang Song, Ruiqin Xiong, Xiaopeng Fan, Dong Liu, Feng Wu, Tiejun Huang, Wen Gao, Compressed Image Restoration via Artifacts-Free PCA Basis Learning and Adaptive Sparse Modeling, IEEE Trans. Image Process. 29: 7399-7413 (2020).
Jing Mu, Ruiqin Xiong, Xiaopeng Fan, Dong Liu, Feng Wu, Wen Gao, Graph-Based Non-Convex Low-Rank Regularization for Image Compression Artifact Reduction, IEEE Trans. Image Process. 29: 5374-5385 (2020).
Wenbin Che, Xiaopeng Fan*, Ruiqin Xiong, Debin Zhao, Visual Relationship Embedding Network for Image Paragraph Generation, IEEE Trans. On Multimedia, 22(9): 2307-2320 (2020).
Wenbin Yin, Yunhui Shi, Wangmeng Zuo, Xiaopeng Fan*, A Co-Prediction based Compression Scheme for Correlated Images, IEEE Trans. On Multimedia, 22(8): 1917-1928 (2020).
Yang Wang, Xiaopeng Fan*, Shaohui Liu, Debin Zhao, Wen Gao, Multi-scale Convolutional Neural Network Based Intra Prediction for Video Coding, IEEE Trans. On CSVT, vol.30, no. 7, pp.1803-1815, 30(7): 1803-1815 (2020).
Chaofan He, Yang Hu, Yan Chen, Xiaopeng Fan, Houqiang Li, Bing Zeng, “MUcast: Linear Uncoded Multiuser Video Streaming with Channel Assignment and Power Allocation”, IEEE Trans. on CSVT, 30(4): 1136-1146 (2020)
Luheng Jia, Kebin Jia, Xiaopeng Fan, “Adaptive Lagrangian Multiplier for Quantization Parameter Cascading in H.265/HEVC Hierarchical Coding”, IEEE Signal Processing Letters, 27: 1220-1224 (2020).
Depeng Gao, Rui Wu, Jiafeng Liu, Xiaopeng Fan, Xianglong Tang. “FINDING ROBUST TRANSFER FEATURES FOR UNSUPERVISED DOMAIN ADAPTATION”, INTERNATIONAL JOURNAL OF APPLIED MATHEMATICS AND COMPUTER SCIENCE,2020,30(1):99-112.
Hangfan Liu, Ruiqin Xiong, Xiaopeng Fan, Debin Zhao, Yongbing Zhang, Wen Gao, “CG-Cast: Scalable Wireless Image SoftCast Using Compressive Gradient”, IEEE Trans. On CSVT, 29(6): 1832-1843 (2019)
Depeng Gao, Jiafeng Liu, Rui Wu, Dansong Cheng, Xiaopeng Fan, Xianglong Tang, “UTILIZING RELEVANT RGB-D DATA TO HELP RECOGNIZE RGB IMAGES IN THE TARGET DOMAIN”, INTERNATIONAL JOURNAL OF APPLIED MATHEMATICS AND COMPUTER SCIENCE,2019,29(3):611-621.
Chaofan He, Huiying Wang, Yang Hu, Yan Chen , Xiaopeng Fan, Houqiang Li , Bing Zeng, “MCast: High-Quality Linear Video Transmission with Time and Frequency Diversities”, IEEE Trans. on Image Processing, 27(7): 3599-3610 (2018).
Yang Wang, Xun Guo, Xiaopeng Fan*, Yan Lu, Debin Zhao, Wen Gao, Parallel In-loop Filtering in HEVC Encoder on GPU, IEEE Trans. on CE, 64(3): 276-284 (2018)
Tao Zhang, Xiaopeng Fan, Debin Zhao*, Ruiqin Xiong and Wen Gao, “Hybrid Intra Prediction Based on Local and Non-local Correlations”, IEEE Trans. on Multimedia, Vol. 20, No.17, pp.1622 – 1635, July 2018
Conference paper(from 2018)
Wenrui Li, Zhengyu Ma, Liang-Jian Deng, Penghong Wang, Jinqiao Shi, Xiaopeng Fan*, “Reservoir Computing Transformer for Image-Text Retrieval”, ACM Multimedia 2023.
Wenrui Li, Xi-Le Zhao, Zhengyu Ma, Xingtao Wang, Xiaopeng Fan*, Yonghong Tian, “Motion-Decoupled Spiking Transformer for Audio-Visual Zero-Shot Learning”, ACM Multimedia 2023.
Wenxue Cui, Xingtao Wang, Xiaopeng Fan, Shaohui Liu, Chen Ma, Debin Zhao, “G2-DUN: Gradient Guided Deep Unfolding Network for Image Compressive Sensing”, ACM Multimedia 2023.
Shengping Zhang, Quanling Meng, Qinglin Liu, Liqiang Nie, Bineng Zhong, Xiaopeng Fan, Rongrong Ji, “Interactive Object Placement with Reinforcement Learning,” ICML2023.
Rui Zhao, Ruiqin Xiong, Jing Zhao, Zhaofei Yu, Xiaopeng Fan, Tiejun Huang, “Learning Optical Flow From Continuous Spike Streams”, NeurIPS 2022.
Xu Liu, Jianing Li, Xianqi Zhang, Jingyuan Sun, Xiaopeng Fan*, Yonghong Tian, Learning Visible Surface Area Estimation for Irregular Objects, ACM International Conference on Multimedia 2022.
Wenbin Che, Xiaopeng Fan*, Ruiqin Xiong, Debin Zhao, “Paragraph generation network with visual relationship detection”, ACM International Conference on Multimedia 2018. (Oral paper)
Qiang Song, Ruiqin Xiong, Xiaopeng Fan, Wen Gao , "Compressed Image Restoration via External-Image Assisted Band Adaptive PCA Model Learning", IEEE Data Compression Conference (DCC2018) , Snowbird, Utah USA, Mar. 27-30, 2018. (full paper)
Hengyu Man, Meta-ILF: In-Loop Filter with Customized Weights For VVC Intra Coding, ICME2023
Wenrui Li, Modality-Fusion Spiking Transformer Network for Audio-Visual Zero-Shot Learning, ICME2023
Yuqian Kuang, …, Collaborative Audio-Visual Event Localization based on Sequential Decision and Cross-modal Consistency, ICASSP2023.
Yanchen Dong, Rui Zhao, Ruiqin Xiong, Shuyuan Zhu, Xiaopeng Fan, Tiejun Huang: Optimization-Inspired Deep Network for Image Restoration from Partial Random Samples. ISCAS 2023: 1-5
Penghong Wang, Jiahui Li, Mengyao Ma, Xiaopeng Fan, DISTRIBUTED AUDIO-VISUAL PARSING BASED ON MULTIMODAL TRANSFORMER AND DEEP JOINT SOURCE CHANNEL CODING, ICASSP 2022.
Wenrui Li, Xiaopeng Fan, IMAGE-TEXT ALIGNMENT AND RETRIEVAL USING LIGHT-WEIGHT TRANSFORMER, ICASSP 2022.
Hengyu Man, Chang Yu, Feng Xing, Yang Cheng, Bo Zheng, Xiaopeng Fan, Deep Learning-Assisted Video Compression Framework, ISCAS 2022.
Mingze Ding, Jiahui Li, Mengyao Ma, Xiaopeng Fan, “SNR-adaptive deep joint source-channel coding for wireless image transmission”, ICASSP 2021.
Zhicong Zhang, Mengyang Wang, Mengyao Ma, Jiahui Li, Xiaopeng Fan, “MSFC: DEEP FEATURE COMPRESSION IN MULTI-TASK NETWORK”, IEEE International Conference on Multimedia & Expo (ICME), 2021.
Zhicong Zhang, Xiaopeng Fan, Debin Zhao and Wen Gao, “CNN-BASED INTER PREDICTION REFINEMENT FOR AVS3”, ICME2020W.
Chentian Sun, Xiaopeng Fan, Debin Zhao, “DEEP LEARNING BAESD INTRA PREDICTION FILTER IN AVS3” , ICME2020W.
Wenbin Yin, Jizheng Xu, Li Zhang, Kai Zhang, Hongbin Liu and Xiaopeng Fan, “HISTORY BASED BLOCK VECTOR PREDICTOR FOR INTRA BLOCK COPY”, ICME2020W.
Xingtao Wang, Xiaopeng Fan, Yachun Wang: Learning Adaptive Receptive Fields for Point Clouds. MIPR 2020: 131-134
Xingtao Wang, Xiaopeng Fan, Debin Zhao: A semantic labeling framework for ALS point clouds based on discretization and CNN. VCIP 2020: 58-61
Dan Xu, Xiaopeng Fan, Shibo Zhang, Yang Wang, Debin Zhao, Wen Gao, “Multiscale Directional Fusion for Depth Map Super Resolution with Denoising”, ICASSP2019, Brighton.
Chaofan He, Yang Hu, Yan Chen, Xiaopeng Fan, Houqiang Li, Bing Zeng, “Exploiting Channel Assignment and Power Allocation for Linear Uncoded Multiuser Video Streaming", 2019 IEEE International Conference on Communications (ICC).
Qiang Song, Ruiqin Xiong, Wen Gao, Xiaopeng Fan, Feng Wu, “Fast Image Upsampling via Adaptive Gradient Sharpening and Transformed- Texture Constraint” BigMM 2018: 1-5
Wenbin Yin, Xiaopeng Fan, Yunhui Shi and Wangmeng Zuo, “A Reference Resource Based End-to-End Image Compression Scheme”, PCM2018.
Wenbin Yin, Xiaopeng Fan and Yunhui Shi, “Convolutional Neural Networks Based Soft Video Broadcast”, PCM2018.
Yang Wang, Xun Guo, Xiaopeng Fan, Yan Lu, Debin Zhao, Wen Gao, “NEURAL NETWORK BASED INTER PREDICTION FOR HEVC”, ICME2018
Dan Xu, Xiaopeng Fan, Debin Zhao, Wen Gao, “MULTIRESOLUTION CONTOURLET TRANSFORM FUSION BASED DEPTH MAP SUPER RESOLUTION”, ICIP2018
Chentian Sun, Xiaopeng Fan, Debin Zhao, “A Fast Intra Cu Size Decision Algorithm Based on Canny Operator and SVM Classifier” ICIP 2018: 1787-1791
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