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ORCIDXiaolin Wu 0001
Person information
- affiliation: Shanghai Jiao Tong University, School of Electronic Information and Electrical Engineering, China
- affiliation (former): McMaster University, Department of Electrical and Computer Engineering, Hamilton, ON, Canada
- affiliation (former): New York Polytechnic University, Brooklyn, NY, USA
- affiliation (former): University of Western Ontario, London, ON, Canada
- affiliation (PhD 1988): University of Calgary, AB, Canada
Other persons with the same name
- Xiaolin Wu — disambiguation page
- Xiaolin Wu 0002 — The University of Chicago, Department of Medicine, IL, USA
- Xiaolin Wu 0003
![[0000-0001-5437-3740]](https://dblp.dagstuhl.de/img/orcid-mark.12x12.png "0000-0001-5437-3740")
— Chongqing University, College of Communication Engineering, China (and 1 more) - Xiaolin Wu 0004 — Biostatistics and Bioinformatics, GeneSeek (A Neogen company), Lincoln, USA (and 1 more)
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2020 – today
- 2023
[j122]Xi Zhang, Xiaolin Wu:
Multi-Modality Deep Restoration of Extremely Compressed Face Videos. IEEE Trans. Pattern Anal. Mach. Intell. 45(2): 2024-2037 (2023)- 2022
- [j121]Yanhui Guo, Xiaolin Wu, Xiao Shu:
Data Acquisition and Preparation for Dual-Reference Deep Learning of Image Super-Resolution. IEEE Trans. Image Process. 31: 4393-4404 (2022) - [i33]Yanhui Guo, Fangzhou Luo, Xiaolin Wu:
Semantic-Aware Latent Space Exploration for Face Image Restoration. CoRR abs/2203.03005 (2022) - [i32]Yuanchao Bai, Xianming Liu, Kai Wang, Xiangyang Ji, Xiaolin Wu, Wen Gao:
Deep Lossy Plus Residual Coding for Lossless and Near-lossless Image Compression. CoRR abs/2209.04847 (2022) - 2021
- [j120]Qiang Li, Xianming Liu, Junjun Jiang, Cheng Guo, Xiangyang Ji, Xiaolin Wu:
Rapid Whole Slide Imaging via Dual-Shot Deep Autofocusing. IEEE Trans. Computational Imaging 7: 124-136 (2021) - [j119]Xi Zhang, Xiaolin Wu:
Ultra High Fidelity Deep Image Decompression With l∞-Constrained Compression. IEEE Trans. Image Process. 30: 963-975 (2021) - [j118]Qifan Gao, Xiaolin Wu:
Real-Time Deep Image Retouching Based on Learnt Semantics Dependent Global Transforms. IEEE Trans. Image Process. 30: 7378-7390 (2021) - [j117]Seyed Mehdi Ayyoubzadeh, Xiaolin Wu:
High Frequency Detail Accentuation in CNN Image Restoration. IEEE Trans. Image Process. 30: 8836-8846 (2021) - [c207]Fangzhou Luo, Xiaolin Wu, Yanhui Guo:
Functional Neural Networks for Parametric Image Restoration Problems. NeurIPS 2021: 6762-6775 - [i31]Chang Liu, Xiaolin Wu:
Light Pollution Reduction in Nighttime Photography. CoRR abs/2106.10046 (2021) - [i30]Yanhui Guo, Xiao Shu, Xiaolin Wu:
An Efficient Dual-reference Training Data Acquisition Method for CNN Image Super-Resolution. CoRR abs/2108.02348 (2021) - [i29]Fangzhou Luo, Xiaolin Wu, Yanhui Guo:
Functional Neural Networks for Parametric Image Restoration Problems. CoRR abs/2111.00361 (2021) - 2020
- [c206]Xi Zhang, Xiaolin Wu, Xinliang Zhai, Xianye Ben, Chengjie Tu:
DAVD-Net: Deep Audio-Aided Video Decompression of Talking Heads. CVPR 2020: 12332-12341 - [c205]Zhenhao Li, Xiaolin Wu:
Classification of Depth and Surface Edges with Deep Features. ICASSP 2020: 2433-2437 - [c204]Chang Liu, Qifan Gao, Xiaolin Wu:
Exaggerated Learning For Clean-And-Sharp Image Restoration. ICIP 2020: 673-677 - [c203]Fangzhou Luo, Xiao Shu, Xiaolin Wu:
Depth of Field Image Sequences: 3D Cuing of High Efficiency. ICME Workshops 2020: 1-6 - [c202]Fangzhou Luo, Xiaolin Wu:
Maximum a Posteriori on a Submanifold: a General Image Restoration Method with GAN. IJCNN 2020: 1-7 - [c201]Yanhui Guo, Xi Zhang, Xiaolin Wu:
Deep Multi-modality Soft-decoding of Very Low Bit-rate Face Videos. ACM Multimedia 2020: 3947-3955 - [c200]Xi Zhang, Xiaolin Wu:
On Numerosity of Deep Neural Networks. NeurIPS 2020 - [c199]Xiaolin Wu, Qifan Gao, Zhenhao Li, Shenglei Li:
A Fast and Practical CNN Method for Artful Image Regeneration. SIGGRAPH Posters 2020: 42:1-42:2 - [i28]Seyed Mehdi Ayyoubzadeh, Xiaolin Wu:
Adaptive Loss Function for Super Resolution Neural Networks Using Convex Optimization Techniques. CoRR abs/2001.07766 (2020) - [i27]Seyed Mehdi Ayyoubzadeh, Xiaolin Wu:
Lossless Compression of Mosaic Images with Convolutional Neural Network Prediction. CoRR abs/2001.10484 (2020) - [i26]Xi Zhang, Xiaolin Wu:
Ultra High Fidelity Image Compression with 𝓁∞-constrained Encoding and Deep Decoding. CoRR abs/2002.03482 (2020) - [i25]Qiang Li, Xianming Liu, Kaige Han, Cheng Guo, Xiangyang Ji, Xiaolin Wu:
Rapid Whole Slide Imaging via Learning-based Two-shot Virtual Autofocusing. CoRR abs/2003.06630 (2020) - [i24]Yanhui Guo, Xi Zhang, Xiaolin Wu:
Deep Multi-modality Soft-decoding of Very Low Bit-rate Face Videos. CoRR abs/2008.01652 (2020) - [i23]Xi Zhang, Xiaolin Wu:
On Numerosity of Deep Neural Networks. CoRR abs/2011.08674 (2020)
2010 – 2019
- 2019
- [c198]Xiaolin Wu, Xi Zhang, Xiao Shu:
Cognitive Deficit of Deep Learning in Numerosity. AAAI 2019: 1303-1310 - [c197]Xi Zhang, Xiaolin Wu:
Near-Lossless ℓ∞-Constrained Image Decompression via Deep Neural Network. DCC 2019: 33-42 - [c196]Xi Zhang, Xiaolin Wu:
Nonlinear Prediction of Multidimensional Signals via Deep Regression with Applications to Image Coding. ICASSP 2019: 1602-1606 - [c195]Qifan Gao, Xiao Shu, Xiaolin Wu:
Deep Restoration of Vintage Photographs From Scanned Halftone Prints. ICCV 2019: 4119-4128 - [c194]Zhixiang Chi, Xiao Shu, Xiaolin Wu:
Joint Demosaicking and Blind Deblurring Using Deep Convolutional Neural Network. ICIP 2019: 2169-2173 - [c193]Xiaolin Wu, Dahua Gao, Qin Chen, Kaiwei Zhang:
High Joint Spectral-Spatial Resolution Imaging via Nanostructured Random Broadband Filtering. ICIP 2019: 2911-2915 - [i22]Seyed Mehdi Ayyoubzadeh, Xiaolin Wu:
Filter Bank Regularization of Convolutional Neural Networks. CoRR abs/1907.11110 (2019) - [i21]Xiaolin Wu, Xi Zhang, Jun Du:
Challenge of Spatial Cognition for Deep Learning. CoRR abs/1908.04396 (2019) - 2018
- [j116]Xiao Shu, Xiaolin Wu:
Real-Time High-Fidelity Compression for Extremely High Frame Rate Video Cameras. IEEE Trans. Computational Imaging 4(1): 172-180 (2018) - [j115]Zhenhao Li, Xiaolin Wu:
Learning-Based Restoration of Backlit Images. IEEE Trans. Image Process. 27(2): 976-986 (2018) - [j114]Dahua Gao, Xiaolin Wu:
Multispectral Image Restoration via Inter- and Intra-Block Sparse Estimation Based on Physically-Induced Joint Spatiospectral Structures. IEEE Trans. Image Process. 27(8): 4038-4051 (2018) - [j113]Xiao Shu, Xiaolin Wu:
Locally Adaptive Rank-Constrained Optimal Tone Mapping. ACM Trans. Graph. 37(3): 38 (2018) - [c192]Bolin Liu, Xiao Shu, Xiaolin Wu:
Fast Screening Algorithm for Rotation Invariant Template Matching. ICIP 2018: 3708-3712 - [i20]Xi Zhang, Xiaolin Wu:
Near-lossless L-infinity constrained Multi-rate Image Decompression via Deep Neural Network. CoRR abs/1801.07987 (2018) - [i19]Zhixiang Chi, Xiaolin Wu, Xiao Shu, Jinjin Gu:
Single Image Reflection Removal Using Deep Encoder-Decoder Network. CoRR abs/1802.00094 (2018) - [i18]Xiaolin Wu, Xi Zhang, Jun Du:
Two Is Harder To Recognize Than Tom: the Challenge of Visual Numerosity for Deep Learning. CoRR abs/1802.05160 (2018) - [i17]Chang Liu, Xiaolin Wu, Xiao Shu:
Learning-Based Dequantization For Image Restoration Against Extremely Poor Illumination. CoRR abs/1803.01532 (2018) - [i16]Bolin Liu, Xiao Shu, Xiaolin Wu:
Demoiréing of Camera-Captured Screen Images Using Deep Convolutional Neural Network. CoRR abs/1804.03809 (2018) - [i15]Xi Zhang, Xiaolin Wu:
Nonlinear Prediction of Multidimensional Signals via Deep Regression with Applications to Image Coding. CoRR abs/1810.12568 (2018) - [i14]Bolin Liu, Xiao Shu, Xiaolin Wu:
Deep Learning with Inaccurate Training Data for Image Restoration. CoRR abs/1811.07268 (2018) - 2017
- [j112]Xianming Liu, Gene Cheung, Xiaolin Wu, Debin Zhao:
Random Walk Graph Laplacian-Based Smoothness Prior for Soft Decoding of JPEG Images. IEEE Trans. Image Process. 26(2): 509-524 (2017) - [c191]Yuxiang Shen, Xiaolin Wu, Xiao Shu:
Content Adaptive Embedded Compression. DCC 2017: 458 - [c190]Chang Liu, Xiaolin Wu, Xiao Shu:
Multichannel guided image filter. ICIP 2017: 255-259 - [c189]Fangzhou Luo, Xiaolin Wu:
Fovea weighting of multiview computational displays for enhanced user experience. ICIP 2017: 1182-1186 - [c188]Xiaowei Deng, Yuxiang Shen, Xiaolin Wu, Liang Zhao:
A model-based approach for human head-and-shoulder segmentation. ICIP 2017: 3315-3319 - [c187]Xiao Shu, Xiaolin Wu, Bolin Liu:
A study on quantization effects of DCT based compression. ICIP 2017: 3500-3504 - [c186]Xiao Shu, Xiaolin Wu, Qifan Gao:
Anti-camera LED Lighting. ACM Multimedia 2017: 1567-1574 - [c185]Xi Zhang, Xiaolin Wu:
Illumination invariant feature based on neighboring radiance ratio. VCIP 2017: 1-4 - [i13]Bolin Liu, Xiao Shu, Xiaolin Wu:
Fast Screening Algorithm for Rotation and Scale Invariant Template Matching. CoRR abs/1707.05647 (2017) - 2016
- [j111]Xiaolin Wu, Abdul Bais, Nima Sarshar:
Quantization for Robust Distributed Coding. Int. J. Distributed Sens. Networks 12(5): 6308410:1-6308410:6 (2016) - [j110]Xianming Liu, Xiaolin Wu, Jiantao Zhou, Debin Zhao:
Data-Driven Soft Decoding of Compressed Images in Dual Transform-Pixel Domain. IEEE Trans. Image Process. 25(4): 1649-1659 (2016) - [j109]Yi Niu, Xiaolin Wu, Guangming Shi:
Image Enhancement by Entropy Maximization and Quantization Resolution Upconversion. IEEE Trans. Image Process. 25(10): 4815-4828 (2016) - [c184]Xiaolin Wu, Dahua Gao:
Multispectral image super-resolution with ℓ1, 2-norm regularization of spatially-aligned Laplacians. ICIP 2016: 2817-2821 - [c183]Xiongkuo Min, Guangtao Zhai, Ke Gu, Yuming Fang, Xiaokang Yang, Xiaolin Wu, Jiantao Zhou, Xianming Liu:
Blind quality assessment of compressed images via pseudo structural similarity. ICME 2016: 1-6 - [c182]Xiao Shu, Xiaolin Wu:
Frame Untangling for Unobtrusive Display-Camera Visible Light Communication. ACM Multimedia 2016: 650-654 - [c181]Yuxiang Shen, Xiaolin Wu:
Single image haze removal using Gaussian mixture model and sparse optimization. VCIP 2016: 1-4 - [i12]Xiao Shu, Xiaolin Wu:
Quality Adaptive Low-Rank Based JPEG Decoding with Applications. CoRR abs/1601.01339 (2016) - [i11]Xianming Liu, Gene Cheung, Xiaolin Wu, Debin Zhao:
Random Walk Graph Laplacian based Smoothness Prior for Soft Decoding of JPEG Images. CoRR abs/1607.01895 (2016) - [i10]Xiaolin Wu, Xi Zhang:
Automated Inference on Criminality using Face Images. CoRR abs/1611.04135 (2016) - [i9]Xiaolin Wu, Xi Zhang, Chang Liu:
Automated Inference on Sociopsychological Impressions of Attractive Female Faces. CoRR abs/1612.04158 (2016) - 2015
- [c180]Xianming Liu, Xiaolin Wu, Jiantao Zhou, Debin Zhao:
Data-driven sparsity-based restoration of JPEG-compressed images in dual transform-pixel domain. CVPR 2015: 5171-5178 - [c179]Xiaolin Wu, Xiao Shu:
Combining information display and visible light wireless communication. ICASSP 2015: 1657-1661 - [c178]Xianming Liu, Gene Cheung, Xiaolin Wu:
Joint denoising and contrast enhancement of images using graph laplacian operator. ICASSP 2015: 2274-2278 - [c177]Xiaolin Wu, Zhenhao Li, Xiaowei Deng:
Video Restoration Against Yin-Yang Phasing. ICCV 2015: 549-557 - [c176]Xianming Liu, Gene Cheung, Xiaolin Wu, Debin Zhao:
Inter-block consistent soft decoding of JPEG images with sparsity and graph-signal smoothness priors. ICIP 2015: 1628-1632 - [c175]Yuxiang Shen, Xiaolin Wu, Xiaowei Deng:
Analysis on spectral effects of dark-channel prior for haze removal. ICIP 2015: 2945-2949 - [c174]Xiaowei Deng, Xiaolin Wu:
Sparsity-based depth image restoration using surface priors and RGB-D correlations. ICIP 2015: 3881-3885 - [c173]Yuxiang Shen, Xiaolin Wu:
Down-sampling based embedded compression in video systems. ISCAS 2015: 2736-2739 - [c172]Zhenhao Li, Kai Cheng, Xiaolin Wu:
Soft binary segmentation-based backlit image enhancement. MMSP 2015: 1-5 - [c171]Kaixuan Liu, Xiaolin Wu, Xiao Shu:
On display-camera synchronization for visible light communication. VCIP 2015: 1-4 - 2014
- [j108]Guangtao Zhai, Xiaolin Wu:
Multiuser Collaborative Viewport via Temporal Psychovisual Modulation [Applications Corner]. IEEE Signal Process. Mag. 31(5): 144-149 (2014) - [j107]Weisheng Dong, Xiaolin Wu, Guangming Shi:
Sparsity Fine Tuning in Wavelet Domain With Application to Compressive Image Reconstruction. IEEE Trans. Image Process. 23(12): 5249-5262 (2014) - [j106]Reza Pournaghi, Xiaolin Wu:
Coded Acquisition of High Frame Rate Video. IEEE Trans. Image Process. 23(12): 5670-5682 (2014) - [j105]Jia Wang, Xiaolin Wu, Jun Sun, Songyu Yu:
On Two-Stage Sequential Coding of Correlated Sources. IEEE Trans. Inf. Theory 60(12): 7490-7505 (2014) - [j104]Hongteng Xu, Guangtao Zhai, Xiaolin Wu, Xiaokang Yang:
Generalized Equalization Model for Image Enhancement. IEEE Trans. Multim. 16(1): 68-82 (2014) - [c170]Xianming Liu, Xiaolin Wu, Debin Zhao:
Multiple Description Image Coding with Local Random Measurements. DCC 2014: 123-132 - [c169]Weisheng Dong, Xiaolin Wu, Guangming Shi:
Sparsity fine tuning in wavelet domain with application to compressive image reconstruction. ICASSP 2014: 4948-4952 - [c168]Yi Niu, Xiaolin Wu, Guangming Shi:
Image enhancement by entropy maximization and quantization resolution upconversion. ICIP 2014: 4047-4051 - [c167]Zhenhao Li, Xiaolin Wu:
Contrast enhancement with chromaticity error bound. ICIP 2014: 4507-4511 - [c166]Zhongpai Gao, Guangtao Zhai, Xiaolin Wu, Xiongkuo Min, Cheng Zhi:
DLP based anti-piracy display system. VCIP 2014: 145-148 - [c165]Yuxiang Shen, Xiaolin Wu, Xiaowei Deng:
GPU-aided real-time image/video super resolution based on error feedback. VCIP 2014: 286-290 - [c164]Zhongpai Gao, Guangtao Zhai, Xiaolin Wu, Xiongkuo Min, Chunjia Hu:
Demo: DLP based anti-piracy display system. VCIP 2014: 325 - 2013
- [j103]Weisheng Dong, Guangming Shi, Xiaolin Wu, Lei Zhang:
A learning-based method for compressive image recovery. J. Vis. Commun. Image Represent. 24(7): 1055-1063 (2013) - [j102]Yongqiang Zhao, Xiaolin Wu, Seong G. Kong, Lei Zhang:
Joint segmentation and pairing of multispectral chromosome images. Pattern Anal. Appl. 16(4): 497-506 (2013) - [j101]Liangbao Jiao, Xiao Shu, Xiaolin Wu:
LED Backlight Adjustment for Backward-Compatible Stereoscopic Display. IEEE Signal Process. Lett. 20(12): 1203-1206 (2013) - [j100]Xiaolin Wu, Guangtao Zhai:
Temporal Psychovisual Modulation: A New Paradigm of Information Display [Exploratory DSP]. IEEE Signal Process. Mag. 30(1): 136-141 (2013) - [j99]Xiao Shu, Xiaolin Wu, Søren Forchhammer:
Optimal Local Dimming for LC Image Formation With Controllable Backlighting. IEEE Trans. Image Process. 22(1): 166-173 (2013) - [j98]Sceuchin Chuah, Sorina Dumitrescu, Xiaolin Wu:
ℓ2 Optimized Predictive Image Coding With ℓ∞ Bound. IEEE Trans. Image Process. 22(12): 5271-5281 (2013) - [c163]Sceuchin Chuah, Sorina Dumitrescu, Xiaolin Wu:
ℓ2 optimized predictive image coding with ℓ∞ bound. ICASSP 2013: 1315-1319 - [c162]Xianming Liu, Xiaolin Wu, Debin Zhao:
Sparsity-based soft decoding of compressed images in transform domain. ICIP 2013: 563-566 - [c161]Xiao Shu, Xiaolin Wu:
Image enhancement revisited: From first order to second order statistics. ICIP 2013: 886-890 - [c160]Nino Burini, Xiao Shu, Liangbao Jiao, Søren Forchhammer, Xiaolin Wu:
OPtimal backlight scanning for 3D crosstalk reduction in LCD TV. ICME 2013: 1-6 - [c159]Reza Pournaghi, Xiaolin Wu, Xianming Liu:
Low bit-rate image coding via local random down-sampling. PCS 2013: 329-332 - [i8]Reza Pournaghi, Xiaolin Wu:
Coded Acquisition of High Frame Rate Video. CoRR abs/1308.4458 (2013) - 2012
- [j97]Dahua Gao, Xiaolin Wu, Guangming Shi, Lei Zhang:
Color demosaicking with an image formation model and adaptive PCA. J. Vis. Commun. Image Represent. 23(7): 1019-1030 (2012) - [j96]Yi Niu, Xiaolin Wu, Xiangjun Zhang, Guangming Shi:
Model-based adaptive resolution upconversion of degraded images. J. Vis. Commun. Image Represent. 23(7): 1144-1157 (2012) - [j95]Weisheng Dong, Guangming Shi, Xin Li, Lei Zhang, Xiaolin Wu:
Image reconstruction with locally adaptive sparsity and nonlocal robust regularization. Signal Process. Image Commun. 27(10): 1109-1122 (2012) - [j94]Guangtao Zhai, Xiaolin Wu, Xiaokang Yang, Weisi Lin, Wenjun Zhang:
A Psychovisual Quality Metric in Free-Energy Principle. IEEE Trans. Image Process. 21(1): 41-52 (2012) - [j93]Xiaolin Wu, Weisheng Dong, Xiangjun Zhang, Guangming Shi:
Model-Assisted Adaptive Recovery of Compressed Sensing with Imaging Applications. IEEE Trans. Image Process. 21(2): 451-458 (2012) - [j92]Yi Niu, Xiaolin Wu, Guangming Shi, Xiaotian Wang:
Edge-Based Perceptual Image Coding. IEEE Trans. Image Process. 21(4): 1899-1910 (2012) - [j91]Liangjun Wang, Xiaolin Wu, Guangming Shi:
Binned Progressive Quantization for Compressive Sensing. IEEE Trans. Image Process. 21(6): 2980-2990 (2012) - [j90]Jiantao Zhou, Xiaolin Wu, Lei Zhang:
l2 Restoration of l∞-Decoded Images Via Soft-Decision Estimation. IEEE Trans. Image Process. 21(12): 4797-4807 (2012) - [c158]Jiantao Zhou, Xiaolin Wu:
Context Modeling and Correction of Quantization Errors in Prediction Loop. DCC 2012: 82-88 - [c157]Guangtao Zhai, Xiaolin Wu:
On monotonicity of image quality metrics. ICASSP 2012: 1157-1160 - [c156]Nino Burini, Ehsan Nadernejad, Jari Korhonen, Søren Forchhammer, Xiaolin Wu:
Image dependent energy-constrained local backlight dimming. ICIP 2012: 2797-2800 - [c155]Xiaolin Wu, Guangtao Zhai:
Backward compatible stereoscopic displays via temporal psychovisual modulation. SIGGRAPH Asia Emerging Technologies 2012: 4:1-4:4 - [c154]Xianming Liu, Xiaolin Wu, Xinwei Gao, Debin Zhao, Wen Gao:
Low bit-rate video coding via mode-dependent adaptive regression for wireless visual communications. VCIP 2012: 1-6 - [c153]Xiao Shu, Xiaolin Wu, Søren Forchhammer:
Optimal local dimming for LED-backlit LCD displays via linear programming. Visual Information Processing and Communication 2012: 83050K - [i7]Xiaolin Wu, Guangtao Zhai:
Temporal Psychovisual Modulation: a new paradigm of information display. CoRR abs/1201.1601 (2012) - 2011
- [j89]Lei Zhang, Xiaolin Wu, Antoni Buades, Xin Li:
Color demosaicking by local directional interpolation and nonlocal adaptive thresholding. J. Electronic Imaging 20(2): 023016 (2011) - [j88]Xiaolin Wu, Hans D. Mittelmann, Xiaohan Wang, Jia Wang:
On Computation of Performance Bounds of Optimal Index Assignment. IEEE Trans. Commun. 59(12): 3229-3233 (2011) - [j87]Xiaolin Wu, Guangtao Zhai, Xiaokang Yang, Wenjun Zhang:
Adaptive Sequential Prediction of Multidimensional Signals With Applications to Lossless Image Coding. IEEE Trans. Image Process. 20(1): 36-42 (2011) - [j86]Xiaolin Wu:
A Linear Programming Approach for Optimal Contrast-Tone Mapping. IEEE Trans. Image Process. 20(5): 1262-1272 (2011) - [j85]