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ORCIDXin Deng 0002
Person information
- affiliation: Imperial College London, Department of Electrical and Electronic Engineering, UK
- affiliation (former): Beihang University, School of Electronic and Information Engineering, Beijing, China
Other persons with the same name
- Xin Deng — disambiguation page
- Xin Deng 0001 — Hong Kong University of Science and Technology, Department of Computer Science, Hong Kong
- Xin Deng 0003
![[0000-0003-0001-4990]](https://dblp.uni-trier.de./img/orcid-mark.12x12.png "0000-0003-0001-4990")
— Chongqing University of Posts and Telecommunications, Chongqing Key Laboratory of Computational Intelligence, China (and 1 more)
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2020 – today
- 2025
[j31]Jingyi Xu, Xin Deng, Yibing Fu, Mai Xu, Shengxi Li:
MDSC-Net: Multi-Modal Discriminative Sparse Coding Driven RGB-D Classification Network. IEEE Trans. Multim. 27: 442-454 (2025)- 2024
- [j30]Minglang Qiao, Yufan Liu, Mai Xu, Xin Deng, Bing Li, Weiming Hu, Ali Borji:
Joint Learning of Audio-Visual Saliency Prediction and Sound Source Localization on Multi-face Videos. Int. J. Comput. Vis. 132(6): 2003-2025 (2024) - [j29]Xin Deng, Jingyi Xu, Fangyuan Gao, Xiancheng Sun, Mai Xu:
Deep$\mathrm {M^{2}}$M2CDL: Deep Multi-Scale Multi-Modal Convolutional Dictionary Learning Network. IEEE Trans. Pattern Anal. Mach. Intell. 46(5): 2770-2787 (2024) - [j28]Xin Deng, Enpeng Liu, Chao Gao, Shengxi Li, Shuhang Gu, Mai Xu:
CrossHomo: Cross-Modality and Cross-Resolution Homography Estimation. IEEE Trans. Pattern Anal. Mach. Intell. 46(8): 5725-5742 (2024) - [j27]Fangyuan Gao, Xin Deng, Junpeng Jing, Xin Zou, Mai Xu:
Extremely Low Bit-Rate Image Compression via Invertible Image Generation. IEEE Trans. Circuits Syst. Video Technol. 34(8): 6993-7004 (2024) - [j26]Yichen Guo, Mai Xu, Lai Jiang, Xin Deng, Jing Zhou, Gaoxing Chen, Leonid Sigal:
Proposal With Alignment: A Bi-Directional Transformer for 360° Video Viewport Proposal. IEEE Trans. Circuits Syst. Video Technol. 34(11): 11423-11437 (2024) - [j25]Jingyi Xu, Xin Deng, Chenxiao Zhang, Shengxi Li, Mai Xu:
Laplacian Gradient Consistency Prior for Flash Guided Non-Flash Image Denoising. IEEE Trans. Image Process. 33: 6380-6392 (2024) - [c30]Qunliang Xing, Mai Xu, Shengxi Li, Xin Deng, Meisong Zheng, Huaida Liu, Ying Chen:
Enhancing Quality of Compressed Images by Mitigating Enhancement Bias Towards Compression Domain. CVPR 2024: 25501-25511 - [c29]Xin Deng, Haifei Chen, Lijun Li:
Improved Fixed Time Preset Performance Sliding Mode Control for Robotic Manipulator. ICIT 2024: 1-6 - [c28]Minghao Han, Shiyin Jiang, Shengxi Li, Xin Deng, Mai Xu, Ce Zhu, Shuhang Gu:
Causal Context Adjustment Loss for Learned Image Compression. NeurIPS 2024 - [c27]Shijie Wen, Minglang Qiao, Lai Jiang, Mai Xu, Xin Deng, Shengxi Li:
MT-VQA: A Multi-task Approach for Quality Assessment of Short-form Videos. QoEVMA@MM 2024: 30-38 - [c26]Weichen Duan, Minglang Qiao, Lai Jiang, Mai Xu, Xin Deng, Shijie Wen, Fei Li:
Saliency Prediction of Traffic Surveillance Videos: A Benchmark and A Multi-Task Approach. WCSP 2024: 1355-1360 - [c25]Shijie Wen, Lai Jiang, Minglang Qiao, Mai Xu, Xin Deng, Shengxi Li, Yiping Duan:
A Novel Patch Selection Approach for Quality Assessment on Short-Form Videos. WCSP 2024: 1361-1367 - [i11]Qunliang Xing, Mai Xu, Shengxi Li, Xin Deng, Meisong Zheng, Huaida Liu, Ying Chen:
Enhancing Quality of Compressed Images by Mitigating Enhancement Bias Towards Compression Domain. CoRR abs/2402.17200 (2024) - [i10]Minghao Han, Shiyin Jiang, Shengxi Li, Xin Deng, Mai Xu, Ce Zhu, Shuhang Gu:
Causal Context Adjustment Loss for Learned Image Compression. CoRR abs/2410.04847 (2024) - 2023
- [j24]Chenxing Li, Yiping Duan, Qiyuan Du, Shiqi Sun, Xin Deng, Xiaoming Tao:
VR+HD: Video Semantic Reconstruction From Spatio-Temporal Scene Graphs. IEEE J. Sel. Top. Signal Process. 17(5): 935-948 (2023) - [j23]Zhenyu Guan, Junpeng Jing, Xin Deng, Mai Xu, Lai Jiang, Zhou Zhang, Yipeng Li:
DeepMIH: Deep Invertible Network for Multiple Image Hiding. IEEE Trans. Pattern Anal. Mach. Intell. 45(1): 372-390 (2023) - [j22]Qunliang Xing, Mai Xu, Xin Deng, Yichen Guo:
DAQE: Enhancing the Quality of Compressed Images by Exploiting the Inherent Characteristic of Defocus. IEEE Trans. Pattern Anal. Mach. Intell. 45(8): 9611-9626 (2023) - [j21]Xin Deng, Bihe Zhao, Zhenyu Guan, Mai Xu:
New Finding and Unified Framework for Fake Image Detection. IEEE Signal Process. Lett. 30: 90-94 (2023) - [j20]Xin Deng, Yufan Deng, Ren Yang, Wenzhe Yang, Radu Timofte, Mai Xu:
MASIC: Deep Mask Stereo Image Compression. IEEE Trans. Circuits Syst. Video Technol. 33(10): 6026-6040 (2023) - [j19]Xin Deng, Enpeng Liu, Shengxi Li, Yiping Duan, Mai Xu:
Interpretable Multi-Modal Image Registration Network Based on Disentangled Convolutional Sparse Coding. IEEE Trans. Image Process. 32: 1078-1091 (2023) - [j18]Xin Deng, Hao Wang, Mai Xu, Li Li, Zulin Wang:
Omnidirectional Image Super-Resolution via Latitude Adaptive Network. IEEE Trans. Multim. 25: 4108-4120 (2023) - [c24]Junpeng Jing, Jiankun Li, Pengfei Xiong, Jiangyu Liu, Shuaicheng Liu, Yichen Guo, Xin Deng, Mai Xu, Lai Jiang, Leonid Sigal:
Uncertainty Guided Adaptive Warping for Robust and Efficient Stereo Matching. ICCV 2023: 3295-3304 - [c23]Shengxi Li, Jialu Zhang, Yifei Li, Mai Xu, Xin Deng, Li Li:
Neural Characteristic Function Learning for Conditional Image Generation. ICCV 2023: 7170-7180 - [c22]Xin Deng, Chao Gao, Mai Xu:
PIRNet: Privacy-Preserving Image Restoration Network via Wavelet Lifting. ICCV 2023: 22311-22320 - [c21]Fangyuan Gao, Xin Deng, Chao Gao, Mai Xu:
ULcompress: A Unified low bit-rate image Compression Framework via Invertible Image Representation. ICIP 2023: 2095-2099 - [c20]Yufan Deng, Xin Deng, Mai Xu:
A Two-stage hybrid CNN-Transformer Network for RGB Guided Indoor Depth Completion. ICME 2023: 1127-1132 - [c19]Ning Dai, Lai Jiang, Yibing Fu, Sai Pan, Mai Xu, Xin Deng, Pu Chen, Xiangmei Chen:
Recruiting the Best Teacher Modality: A Customized Knowledge Distillation Method for if Based Nephropathy Diagnosis. MICCAI (5) 2023: 526-536 - [c18]Yufan Deng, Xin Deng, Yiping Duan, Mai Xu:
Diffusion-Generated Fake Face Detection by Exploring Wavelet Domain Forgery Clues. WCSP 2023: 1-6 - [i9]Junpeng Jing, Jiankun Li, Pengfei Xiong, Jiangyu Liu, Shuaicheng Liu, Yichen Guo, Xin Deng, Mai Xu, Lai Jiang, Leonid Sigal:
Uncertainty Guided Adaptive Warping for Robust and Efficient Stereo Matching. CoRR abs/2307.14071 (2023) - 2022
- [j17]Li Yang, Mai Xu, Yichen Guo, Xin Deng, Fangyuan Gao, Zhenyu Guan:
Hierarchical Bayesian LSTM for Head Trajectory Prediction on Omnidirectional Images. IEEE Trans. Pattern Anal. Mach. Intell. 44(11): 7563-7580 (2022) - [j16]Jingyi Xu, Xin Deng, Mai Xu:
Revisiting Convolutional Sparse Coding for Image Denoising: From a Multi-Scale Perspective. IEEE Signal Process. Lett. 29: 1202-1206 (2022) - [j15]Jianyi Wang, Mai Xu, Xin Deng, Liquan Shen, Yuhang Song:
MW-GAN+ for Perceptual Quality Enhancement on Compressed Video. IEEE Trans. Circuits Syst. Video Technol. 32(7): 4224-4237 (2022) - [j14]Fangyuan Gao, Xin Deng, Mai Xu, Jingyi Xu, Pier Luigi Dragotti:
Multi-Modal Convolutional Dictionary Learning. IEEE Trans. Image Process. 31: 1325-1339 (2022) - [c17]Longguang Wang, Yulan Guo, Yingqian Wang, Juncheng Li, Shuhang Gu, Radu Timofte, Liangyu Chen, Xiaojie Chu, Wenqing Yu, Kai Jin, Zeqiang Wei, Sha Guo, Angulia Yang, Xiuzhuang Zhou, Guodong Guo, Bin Dai, Feiyue Peng, Huaxin Xiao, Shen Yan, Yuxiang Liu, Hanxiao Cai, Pu Cao, Yang Nie, Lu Yang, Qing Song, Xiaotao Hu, Jun Xu, Mai Xu, Junpeng Jing, Xin Deng, Qunliang Xing, Minglang Qiao, Zhenyu Guan, Wenlong Guo, Chenxu Peng, Zan Chen, Junyang Chen, Hao Li, Junbin Chen, Weijie Li, Zhijing Yang, Gen Li, Aijin Li, Lei Sun, Dafeng Zhang, Shizhuo Liu, Jiangtao Zhang, Yanyun Qu, Hao-Hsiang Yang, Zhi-Kai Huang, Wei-Ting Chen, Hua-En Chang, Sy-Yen Kuo, Qiaohui Liang, Jianxin Lin, Yijun Wang, Lianying Yin, Rongju Zhang, Wei Zhao, Peng Xiao, Rongjian Xu, Zhilu Zhang, Wangmeng Zuo, Hansheng Guo, Guangwei Gao, Tieyong Zeng, Huicheng Pi, Shunli Zhang, Joohyeok Kim, HyeonA Kim, Eunpil Park, Jae-Young Sim, Jucai Zhai, Pengcheng Zeng, Yang Liu, Chihao Ma, Yulin Huang, Junying Chen:
NTIRE 2022 Challenge on Stereo Image Super-Resolution: Methods and Results. CVPR Workshops 2022: 905-918 - [c16]Fangyuan Gao, Xin Deng, Tie Liu, Mai Xu:
SFIC: Sparsity-Driven Facial Image Compression Network. ICIP 2022: 2916-2920 - [c15]Qing Ding, Mai Xu, Shengxi Li, Xin Deng, Qiu Shen, Xin Zou:
A Learning-based Approach for Martian Image Compression. VCIP 2022: 1-5 - [i8]Qunliang Xing, Mai Xu, Xin Deng, Yichen Guo:
DAQE: Enhancing the Quality of Compressed Images by Finding the Secret of Defocus. CoRR abs/2211.10984 (2022) - 2021
- [j13]Xin Deng, Pier Luigi Dragotti:
Deep Convolutional Neural Network for Multi-Modal Image Restoration and Fusion. IEEE Trans. Pattern Anal. Mach. Intell. 43(10): 3333-3348 (2021) - [j12]Xin Deng, Yutong Zhang, Mai Xu, Shuhang Gu, Yiping Duan:
Deep Coupled Feedback Network for Joint Exposure Fusion and Image Super-Resolution. IEEE Trans. Image Process. 30: 3098-3112 (2021) - [j11]Xiaofei Wang, Lai Jiang, Liu Li, Mai Xu, Xin Deng, Lisong Dai, Xiangyang Xu, Tianyi Li, Yichen Guo, Zulin Wang, Pier Luigi Dragotti:
Joint Learning of 3D Lesion Segmentation and Classification for Explainable COVID-19 Diagnosis. IEEE Trans. Medical Imaging 40(9): 2463-2476 (2021) - [c14]Xin Deng, Wenzhe Yang, Ren Yang, Mai Xu, Enpeng Liu, Qianhan Feng, Radu Timofte:
Deep Homography for Efficient Stereo Image Compression. CVPR 2021: 1492-1501 - [c13]Xin Deng, Hao Wang, Mai Xu, Yichen Guo, Yuhang Song, Li Yang:
LAU-Net: Latitude Adaptive Upscaling Network for Omnidirectional Image Super-Resolution. CVPR 2021: 9189-9198 - [c12]Junpeng Jing, Xin Deng, Mai Xu, Jianyi Wang, Zhenyu Guan:
HiNet: Deep Image Hiding by Invertible Network. ICCV 2021: 4713-4722 - [c11]Jingyi Xu, Xin Deng, Mai Xu, Pier Luigi Dragotti:
CU-Net+: Deep Fully Interpretable Network for Multi-Modal Image Restoration. ICIP 2021: 1674-1678 - [c10]Li Yang, Mai Xu, Xin Deng, Bo Feng:
Spatial Attention-Based Non-Reference Perceptual Quality Prediction Network for Omnidirectional Images. ICME 2021: 1-6 - [i7]Li Yang, Mai Xu, Xin Deng, Bo Feng:
Spatial Attention-based Non-reference Perceptual Quality Prediction Network for Omnidirectional Images. CoRR abs/2103.06116 (2021) - [i6]Minglang Qiao, Yufan Liu, Mai Xu, Xin Deng, Bing Li, Weiming Hu, Ali Borji:
Joint Learning of Visual-Audio Saliency Prediction and Sound Source Localization on Multi-face Videos. CoRR abs/2111.08567 (2021) - 2020
- [j10]Pingfan Song, Xin Deng, João F. C. Mota, Nikos Deligiannis, Pier Luigi Dragotti, Miguel R. D. Rodrigues:
Multimodal Image Super-Resolution via Joint Sparse Representations Induced by Coupled Dictionaries. IEEE Trans. Computational Imaging 6: 57-72 (2020) - [j9]Xin Deng, Pingfan Song, Miguel R. D. Rodrigues, Pier Luigi Dragotti:
RADAR: Robust Algorithm for Depth Image Super Resolution Based on FRI Theory and Multimodal Dictionary Learning. IEEE Trans. Circuits Syst. Video Technol. 30(8): 2447-2462 (2020) - [j8]Xin Deng, Pier Luigi Dragotti:
Deep Coupled ISTA Network for Multi-Modal Image Super-Resolution. IEEE Trans. Image Process. 29: 1683-1698 (2020) - [j7]Tianyi Li, Mai Xu, Xin Deng, Liquan Shen:
Accelerate CTU Partition to Real Time for HEVC Encoding With Complexity Control. IEEE Trans. Image Process. 29: 7482-7496 (2020) - [c9]Jianyi Wang, Xin Deng, Mai Xu, Congyong Chen, Yuhang Song:
Multi-level Wavelet-Based Generative Adversarial Network for Perceptual Quality Enhancement of Compressed Video. ECCV (14) 2020: 405-421 - [i5]Jianyi Wang, Xin Deng, Mai Xu, Congyong Chen, Yuhang Song:
Multi-level Wavelet-based Generative Adversarial Network for Perceptual Quality Enhancement of Compressed Video. CoRR abs/2008.00499 (2020)
2010 – 2019
- 2019
- [c8]Xin Deng, Pier Luigi Dragotti:
Coupled Ista Network for Multi-modal Image Super-resolution. ICASSP 2019: 1862-1866 - [c7]Xin Deng, Ren Yang, Mai Xu, Pier Luigi Dragotti:
Wavelet Domain Style Transfer for an Effective Perception-Distortion Tradeoff in Single Image Super-Resolution. ICCV 2019: 3076-3085 - [i4]Xin Deng, Pier Luigi Dragotti:
Deep Convolutional Neural Network for Multi-modal Image Restoration and Fusion. CoRR abs/1910.04066 (2019) - [i3]Xin Deng, Ren Yang, Mai Xu, Pier Luigi Dragotti:
Wavelet Domain Style Transfer for an Effective Perception-distortion Tradeoff in Single Image Super-Resolution. CoRR abs/1910.04074 (2019) - 2018
- [j6]Xin Deng:
Enhancing Image Quality via Style Transfer for Single Image Super-Resolution. IEEE Signal Process. Lett. 25(4): 571-575 (2018) - [j5]Mai Xu, Tianyi Li, Zulin Wang, Xin Deng, Ren Yang, Zhenyu Guan:
Reducing Complexity of HEVC: A Deep Learning Approach. IEEE Trans. Image Process. 27(10): 5044-5059 (2018) - [c6]Xin Deng, Junjie Huang, Mengying Liu, Pier Luigi Dragotti:
U-Fresh: An Fri-Based Single Image Super Resolution Algorithm and An Application in Image Compression. ICASSP 2018: 1807-1811 - 2017
- [c5]Xin Deng, Mai Xu:
Complexity control of HEVC for video conferencing. ICASSP 2017: 1552-1556 - [c4]Mai Xu, Chen Li, Yufan Liu, Xin Deng, Jiaxin Lu:
A subjective visual quality assessment method of panoramic videos. ICME 2017: 517-522 - [c3]Tianyi Li, Mai Xu, Xin Deng:
A deep convolutional neural network approach for complexity reduction on intra-mode HEVC. ICME 2017: 1255-1260 - [i2]Pingfan Song, Xin Deng, João F. C. Mota, Nikos Deligiannis, Pier Luigi Dragotti, Miguel R. D. Rodrigues:
Multimodal Image Super-Resolution via Joint Sparse Representations induced by Coupled Dictionaries. CoRR abs/1709.08680 (2017) - [i1]Mai Xu, Tianyi Li, Zulin Wang, Xin Deng, Zhenyu Guan:
Reducing Complexity of HEVC: A Deep Learning Approach. CoRR abs/1710.01218 (2017) - 2016
- [j4]Xin Deng, Mai Xu, Chen Li:
Hierarchical Complexity Control of HEVC for Live Video Encoding. IEEE Access 4: 7014-7027 (2016) - [j3]Xin Deng, Mai Xu, Lai Jiang, Xiaoyan Sun, Zulin Wang:
Subjective-Driven Complexity Control Approach for HEVC. IEEE Trans. Circuits Syst. Video Technol. 26(1): 91-106 (2016) - 2015
- [j2]Shengxi Li, Mai Xu, Xin Deng, Zulin Wang:
Weight-based R-λ rate control for perceptual HEVC coding on conversational videos. Signal Process. Image Commun. 38: 127-140 (2015) - 2014
- [j1]Mai Xu, Xin Deng, Shengxi Li, Zulin Wang:
Region-of-Interest Based Conversational HEVC Coding with Hierarchical Perception Model of Face. IEEE J. Sel. Top. Signal Process. 8(3): 475-489 (2014) - [c2]Shengxi Li, Mai Xu, Xin Deng, Zulin Wang:
A novel weight-based URQ scheme for perceptual video coding of conversational video in HEVC. ICME 2014: 1-6 - [c1]Xin Deng, Mai Xu, Shengxi Li, Zulin Wang:
Complexity control of HEVC based on region-of-interest attention model. VCIP 2014: 225-228
Coauthor Index
[j31] [j30] [j29] [j28] [j27] [j26] [j25] [c30] [c28] [c27] [c26] [c25] [i11] [i10] [j23] [j22] [j21] [j20] [j19] [j18] [c24] [c23] [c22] [c21] [c20] [c19] [c18] [i9] [j17] [j16] [j15] [j14] [c17] [c16] [c15] [i8] [j12] [j11] [c14] [c13] [c12] [c11] [c10] [i7] [i6] [j7] [c9] [i5] [c7] [i3] [j5] [c5] [c4] [c3] [i1] [j4] [j3] [j2] [j1] [c2] [c1]
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