Xiaolin Wu
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Engineering Computer Science
Xiaolin Wu's Degrees
- PhD Electrical Engineering University of California, Santa Cruz
- Masters Electrical Engineering University of California, Santa Cruz
- Bachelors Electrical Engineering University of California, Santa Cruz
Why Is Xiaolin Wu Influential?
(Suggest an Edit or Addition)Xiaolin Wu's Published Works
Number of citations in a given year to any of this author's works
Total number of citations to an author for the works they published in a given year. This highlights publication of the most important work(s) by the author
Published Works
- Image Deblurring and Super-Resolution by Adaptive Sparse Domain Selection and Adaptive Regularization (2010) (1283)
- An edge-guided image interpolation algorithm via directional filtering and data fusion (2006) (925)
- Detection of LSB steganography via sample pair analysis (2002) (680)
- Image Interpolation by Adaptive 2-D Autoregressive Modeling and Soft-Decision Estimation (2008) (600)
- Color demosaicking via directional linear minimum mean square-error estimation (2005) (392)
- Color demosaicking by local directional interpolation and nonlocal adaptive thresholding (2011) (366)
- A Psychovisual Quality Metric in Free-Energy Principle (2012) (236)
- Lossless compression of color mosaic images (2004) (234)
- On steganalysis of random LSB embedding in continuous-tone images (2002) (183)
- Primary-consistent soft-decision color demosaicking for digital cameras (patent pending) (2004) (178)
- PCA-Based Spatially Adaptive Denoising of CFA Images for Single-Sensor Digital Cameras (2009) (168)
- Nonlocal back-projection for adaptive image enlargement (2009) (140)
- A Linear Programming Approach for Optimal Contrast-Tone Mapping (2011) (121)
- Multiscale LMMSE-based image denoising with optimal wavelet selection (2005) (118)
- Random Walk Graph Laplacian-Based Smoothness Prior for Soft Decoding of JPEG Images (2016) (106)
- Low Bit-Rate Image Compression via Adaptive Down-Sampling and Constrained Least Squares Upconversion (2009) (91)
- Image reconstruction with locally adaptive sparsity and nonlocal robust regularization (2012) (90)
- Generalized Equalization Model for Image Enhancement (2014) (87)
- Globally optimal uneven error-protected packetization of scalable code streams (2002) (78)
- On the Sum Rate of Gaussian Multiterminal Source Coding: New Proofs and Results (2010) (78)
- Data-driven sparsity-based restoration of JPEG-compressed images in dual transform-pixel domain (2015) (77)
- Adaptive Sequential Prediction of Multidimensional Signals With Applications to Lossless Image Coding (2011) (75)
- A new framework of LSB steganalysis of digital media (2005) (74)
- Temporal Psychovisual Modulation: A New Paradigm of Information Display [Exploratory DSP] (2012) (65)
- Model-Guided Adaptive Recovery of Compressive Sensing (2009) (58)
- Robust Color Demosaicking With Adaptation to Varying Spectral Correlations (2009) (56)
- Color Reproduction From Noisy CFA Data of Single Sensor Digital Cameras (2007) (53)
- Globally optimal uneven error-protected packetization of scalable code streams (2004) (53)
- Model-Assisted Adaptive Recovery of Compressed Sensing with Imaging Applications (2012) (51)
- On the application of cross correlation function to subsample discrete time delay estimation (2006) (49)
- Super-resolution with nonlocal regularized sparse representation (2010) (44)
- Multiresolution modeling and estimation of multisensor data (2004) (41)
- Binned Progressive Quantization for Compressive Sensing (2012) (41)
- Primary-consistent soft-decision color demosaic for digital cameras (2003) (40)
- Modeling Power-Constrained Optimal Backlight Dimming for Color Displays (2013) (39)
- Data-Driven Soft Decoding of Compressed Images in Dual Transform-Pixel Domain (2016) (39)
- Hybrid inter- and intra-wavelet scale image restoration (2003) (38)
- Image Coding on Quincunx Lattice with Adaptive Lifting and Interpolation (2007) (37)
- Image Enhancement by Entropy Maximization and Quantization Resolution Upconversion (2014) (36)
- Noise estimation using statistics of natural images (2011) (36)
- Blind quality assessment of compressed images via pseudo structural similarity (2016) (34)
- Algorithms for optimal multi-resolution quantization (2004) (33)
- Optimal context quantization in lossless compression of image data sequences (2004) (32)
- Rainbow Network Flow with Network Coding (2008) (31)
- Layered Multicast With Inter-Layer Network Coding for Multimedia Streaming (2011) (30)
- Temporal color video demosaicking via motion estimation and data fusion (2006) (28)
- On cross correlation based-discrete time delay estimation (2005) (28)
- Optimal index assignment for multiple description lattice vector quantization (2006) (28)
- Multiuser Collaborative Viewport via Temporal Psychovisual Modulation [Applications Corner] (2014) (27)
- Optimal local dimming for LC image formation with controllable backlighting (2013) (26)
- Improvement of Color Video Demosaicking in Temporal Domain (2006) (26)
- Rainbow network problems and multiple description coding (2005) (25)
- Layered Multicast with Inter-Layer Network Coding (2009) (25)
- Monotonicity-based fast algorithms for MAP estimation of Markov sequences over noisy channels (2004) (24)
- Optimal Two-Description Scalar Quantizer Design (2005) (24)
- Inter-block consistent soft decoding of JPEG images with sparsity and graph-signal smoothness priors (2015) (23)
- Lagrangian Optimization of Two-Description Scalar Quantizers (2007) (23)
- On explicit formulas for bandwidth and antibandwidth of hypercubes (2009) (23)
- Joint denoising and contrast enhancement of images using graph laplacian operator (2015) (23)
- Context-based entropy coding in AVS video coding standard (2009) (22)
- Rainbow Network Flow of Multiple Description Codes (2008) (21)
- On Properties of Locally Optimal Multiple Description Scalar Quantizers With Convex Cells (2009) (20)
- Color demosaicking with sparse representations (2010) (20)
- Color demosaicking with an image formation model and adaptive PCA (2012) (20)
- Spatial-Temporal Color Video Reconstruction From Noisy CFA Sequence (2010) (20)
- Joint classification and pairing of human chromosomes (2005) (19)
- l2 Restoration of l∞-Decoded Images Via Soft-Decision Estimation (2012) (19)
- On multirate optimality of JPEG2000 code stream (2005) (19)
- Multiresolution polygonal approximation of digital curves (2004) (18)
- Steganalysis of LSB embedding in multimedia signals (2002) (17)
- Context Quantization by Minimum Adaptive Code Length (2007) (17)
- On the minimum sum rate of Gaussian multiterminal source coding: New proofs (2009) (16)
- Coded Acquisition of High Frame Rate Video (2013) (16)
- Achieving the rate-distortion bound with low-density generator matrix codes (2010) (16)
- Image interpolation using texture orientation map and kernel Fisher discriminant (2005) (16)
- On Rate-Distortion Models for Natural Images and Wavelet Coding Performance (2007) (16)
- Real-time lossless compression of mosaic video sequences (2005) (15)
- Steganalysis of halftone images (2005) (15)
- Can Lower Resolution Be Better? (2008) (15)
- A learning-based method for compressive image recovery (2013) (15)
- Image dependent energy-constrained local backlight dimming (2012) (15)
- LSB steganalysis based on high-order statistics (2005) (14)
- Joint Color Decrosstalk and Demosaicking for CFA Cameras (2010) (14)
- Context-based Arithmetic Coding Reexamined for DCT Video Compression (2007) (14)
- Multiple Descriptions in the Wyner-Ziv Setting (2006) (14)
- Efficient Algorithms for Optimal Uneven Protection of Single and Multiple Scalable Code Streams Against Packet Erasures (2007) (13)
- Clustering Based on Principal Curve (2005) (13)
- Context quantization by kernel Fisher discriminant (2006) (13)
- Sparsity-based soft decoding of compressed images in transform domain (2013) (13)
- ℓ2 Optimized Predictive Image Coding With ℓ∞ Bound (2013) (12)
- On Computation of Performance Bounds of Optimal Index Assignment (2010) (12)
- Optimal multiresolution quantization for scalable multimedia coding (2002) (12)
- On Interpolation and Resampling of Discrete Data (2006) (11)
- GPU-aided directional image/video interpolation for real time resolution upconversion (2009) (11)
- Rate-distortion optimized multimedia communication in networks (2008) (10)
- Progressive Quantization of Compressive Sensing Measurements (2011) (9)
- Fast algorithms for optimal two-description scalar quantizer design (2004) (9)
- A compressive sensing approach of multiple descriptions for network multimedia communication (2008) (9)
- Edge-Based Perceptual Image Coding (2012) (9)
- Context-based adaptive image resolution upconversion (2010) (9)
- Wavelet estimation of fractional Brownian motion embedded in a noisy environment (2004) (9)
- A classification approach to color demosaicking (2004) (9)
- Sparsity fine tuning in wavelet domain with application to compressive image reconstruction (2014) (9)
- Image interpolation with hidden Markov model (2010) (8)
- Joint compression-segmentation of functional MRI data sets (2005) (8)
- Resource-Scalable Joint Source-Channel MAP and MMSE Estimation of Multiple Descriptions (2009) (8)
- Evaluating climate change adaptation efforts on the US 50 states’ hazard mitigation plans (2018) (7)
- Index Assignment Optimization for Joint Source-Channel MAP Decoding (2010) (7)
- Improvement of H.264 SVC by model-based adaptive resolution upconversion (2010) (7)
- Globally Optimal Uneven Erasure-Protected Multi-Group Packetization of Scalable Codes (2005) (7)
- Sparsity Fine Tuning in Wavelet Domain With Application to Compressive Image Reconstruction (2014) (7)
- On Optimal Index Assignment for MAP Decoding of Markov Sequences (2006) (7)
- Analysis on spectral effects of dark-channel prior for haze removal (2015) (6)
- Rate-Distortion Optimized Network Communication (2007) (6)
- L2 Optimized Predictive Image Coding with L∞ Bound (2013) (6)
- Soft binary segmentation-based backlit image enhancement (2015) (6)
- Multispectral imaging via nanostructured random broadband filtering. (2020) (6)
- Length-constrained MAP decoding of variable-length encoded Markov sequences (2006) (6)
- Restoration of Unevenly Illuminated Images (2018) (6)
- Joint segmentation and pairing of multispectral chromosome images (2013) (6)
- Sparsity-based depth image restoration using surface priors and RGB-D correlations (2015) (6)
- Toward the optimal multirate multicast for lossy packet network (2008) (6)
- Structure Preserving Image Interpolation via Adaptive 2D Autoregressive Modeling (2007) (6)
- On Optimality of Context Modeling for Bit-Plane Entropy Coding in the JPEG2000 Standard (2003) (5)
- Fast length-constrained MAP decoding of variable length coded Markov sequences over noisy channel (2004) (5)
- Standard-compliant multiple description image coding by spatial multiplexing and constrained least-squares restoration (2008) (5)
- Information Flows in Video Coding (2010) (5)
- Joint source-channel decoding of multiple description quantized Markov sequences (2006) (5)
- Joint temporal and spatial color demosaic (2003) (5)
- On global optimality of gradient descent algorithms for fixed-rate scalar multiple description quantizer design (2005) (5)
- Deep Multi-modality Soft-decoding of Very Low Bit-rate Face Videos (2020) (5)
- A practical approach to joint network-source coding (2005) (5)
- Low bit-rate video coding via mode-dependent adaptive regression for wireless visual communications (2012) (5)
- High frame rate video capture by multiple cameras with coded exposure (2010) (5)
- Rapid Whole Slide Imaging via Dual-Shot Deep Autofocusing (2021) (4)
- Model-based non-linear estimation for adaptive image restoration (2009) (4)
- Index assignment optimization for joint source-channel MAP decoding (2006) (4)
- Lossy source coding for non-uniform sources using LDGM codes (2008) (4)
- On the complexity of joint source-channel decoding of Markov sequences over memoryless channels (2005) (4)
- On sparse representations of color images (2011) (4)
- Contrast enhancement with chromaticity error bound (2014) (4)
- HDR Display Characterization and Modeling (2016) (4)
- Speedup of optimization-based approach to local backlight dimming of HDR displays (2012) (4)
- Quantization for Robust Distributed Coding (2016) (4)
- Optimal Design of Multiple Description Lattice Vector Quantizers (2006) (4)
- Learning-based recovery of compressive sensing with application in multiple description coding (2009) (4)
- High-Fidelity Image Compression for High-Throughput and Energy-Efficient Cameras (2011) (4)
- Low bit-rate image coding via local random down-sampling (2013) (4)
- MAP decoding of variable length code with substitution, insertion and deletion (2003) (4)
- GPU-aided real-time image/video super resolution based on error feedback (2014) (4)
- Multispectral Image Restoration via Inter- and Intra-Block Sparse Estimation Based on Physically-Induced Joint Spatiospectral Structures (2018) (4)
- A psychovisually tuned image codec (2011) (3)
- Adaptive structured recovery of compressive sensing via piecewise autoregressive modeling (2010) (3)
- Model-based adaptive resolution upconversion of degraded images (2012) (3)
- Multiple Descriptions with Side Informations Also Known At the Encoder (2007) (3)
- High-resolution multispectral imaging with random coded exposure (2013) (3)
- On Design of Linear Minimum-Entropy Predictor (2007) (3)
- Video super-resolution for dual-mode digital cameras via scene-matched learning (2010) (3)
- L2 restoration of L∞-decoded images with context modeling (2011) (3)
- Multi-dimensional average-interpolating refinement on arbitrary lattices (2005) (3)
- Multiple Description Image Coding with Local Random Measurements (2014) (3)
- A hidden Markov model-based methodology for intra-field video deinterlacing (2011) (3)
- On monotonicity of image quality metrics (2012) (3)
- Maximum Network Flow of Multiple Description Codes (2005) (3)
- Context-based interpolation of 3-D medical images (2010) (3)
- Minimax multiresolution scalar quantization (2004) (3)
- Edge-Guided Perceptual Image Coding via Adaptive Interpolation (2007) (3)
- Recursive Structure and Bandwidth of Hales-Numbered Hypercube (2007) (3)
- Learning to autofocus in whole slide imaging via physics-guided deep cascade networks. (2021) (3)
- Multiple description video coding against both erasure and bit errors by compressive sensing (2011) (2)
- Optimal variable rate multiplexing of scalable code streams (2003) (2)
- Clustering by principal curve with tree structure (2005) (2)
- Lagrangian global optimization of two-description scalar quantizers (2004) (2)
- Joint Network-Source Coding: An Achievable Region with Diversity Routing (2005) (2)
- Analysis of trellis quantization for near-lossless image coding (1998) (2)
- Lossless Compression of Color Mosaic Images and Videos (2008) (2)
- On Multi-Stage Sequential Coding of Correlated Sources (2007) (2)
- Joint Spatial-Temporal Color Demosaicking (2005) (2)
- Noisy Signal Compression by Wavelet Transform with Optimal Downsampling (2003) (2)
- A model-based approach for human head-and-shoulder segmentation (2017) (2)
- Rapid Whole Slide Imaging via Learning-based Two-shot Virtual Autofocusing (2020) (2)
- MDL context modeling of images with application to denoising (2009) (2)
- Broadcasting with fidelity criteria (2004) (2)
- GPU-aided motion adaptive video deinterlacing (2010) (2)
- An Efficient Lossless Compression Algorithm for fMRI Data Volume (2005) (2)
- Edge-based dynamic ROI coding with standard compliance (2009) (2)
- Buffer size reduction through buffer sharing for streaming applications (2004) (2)
- Lagrangian Optimization of Two-Description (2007) (2)
- OPtimal backlight scanning for 3D crosstalk reduction in LCD TV (2013) (1)
- Down-sampling based embedded compression in video systems (2015) (1)
- Multispectral image super-resolution with ℓ1,2-norm regularization of spatially-aligned Laplacians (2016) (1)
- Optimal channel rate allocation for multimedia communication over fading wireless channels (2005) (1)
- Temporal color video demosaicking via motion estimation and optimal data fusing (2004) (1)
- MULTIPLE DESCRIPTION LATTICE VECTOR QUANTIZATION MULTIPLE DESCRIPTION LATTICE VECTOR QUANTIZATION (2006) (1)
- Fast Generalized Motion Estimation and (2007) (1)
- Efficient Algorithm for Globally Optimal Uneven Erasure-Protected Packetization of Scalable Code Streams (2006) (1)
- Context-based bias removal of statistical models of wavelet coefficients for image denoising (2009) (1)
- Video Restoration Against Yin-Yang Phasing (2015) (1)
- Compressive-uniform hybrid sensing for image acquisition and communication (2009) (1)
- Joint Source-Channel Decoding of Multiple Description Quantized and Variable Length Coded Markov Sequences (2006) (1)
- Single image haze removal using Gaussian mixture model and sparse optimization (2016) (1)
- <formula formulatype="inline"><tex Notation="TeX">$\ell_{2}$</tex></formula> Optimized Predictive Image Coding With <formula formulatype="inline"><tex Notation="TeX">$\ell_{\infty}$</tex></formula> Bound (2013) (1)
- Trellis quantization for L∞-constrained compression with integer wavelets (2008) (1)
- Improved color demosaicking in weak spectral correlation (2008) (1)
- Rate-distortion optimized network communication using general MDC (2009) (1)
- Length-constrained MAP decoding revisited (2004) (1)
- Hierarchical modeling via optimal context quantization (2003) (1)
- Recovery of lost VQ indexes in packet transmission (2002) (1)
- Automatic tonal harmonization for multi-spectral mosaics (2008) (1)
- On Two-Stage Sequential Coding of Correlated Sources (2014) (1)
- [Symbol: see text]2 Optimized predictive image coding with [Symbol: see text]∞ bound. (2013) (0)
- Context Modeling and Correction of Quantization Errors in Prediction Loop (2012) (0)
- Fovea weighting of multiview computational displays for enhanced user experience (2017) (0)
- Optimal Multicast with Erasure Correction Coding (2006) (0)
- Networked Multiple Description Estimation and Compression with Resource Scalability (2007) (0)
- TITLE : Temporal Denoising of High Resolution Video (2011) (0)
- On Properties of Multiresolution (2010) (0)
- Hybrid parametric-nonparametric modeling with application to natural image upsampling (2011) (0)
- <formula formulatype="inline"><tex Notation="TeX">$\ell_{2}$</tex></formula> Restoration of <formula formulatype="inline"><tex Notation="TeX">$\ell_{\infty}$</tex></formula>-Decoded Images Via Soft-Decision Estimation (2012) (0)
- On optimality of JPEG2000 code stream (2003) (0)
- Resource-Aware Joint Source-Channel Multiple Description Estimation and Compression in Networks (2007) (0)
- Multiscale LMMSE-Based Image Denoising With (2005) (0)
- Video denoising using 3-D Hybrid Wavelets and Directional filter banks (2008) (0)
- Live demonstration: Spatial-temporal color video reproduction from noisy CFA sequence track: Digital signal processing (2010) (0)
- Depth of Field Image Sequences: 3D Cuing of High Efficiency (2020) (0)
- Practical methods for MDC design (2011) (0)
- Semantically transparent fingerprinting for right protection of digital cinema (2003) (0)
- Lossy source communication: an approach based on multiple-description codes (2011) (0)
- Error Resilient Multiple Description Compression of Vector Graphics (2006) (0)
- Optimal unequal channel protection of multiple-description product codes for multimedia communications over fast fading channels (2004) (0)
- Robust Color Demosaicking With Adaptation to (2009) (0)
- On wavelet compression of self-similar processes (2004) (0)
- ℓ 2 optimized predictive image coding with ℓ ∞ bound (2013) (0)
- Optimal packetization of VLC and convolution coded Markov sequences (2005) (0)
- Lossless multicast with a single source (2011) (0)
- Network-aware Source Coding and Communication (2011) (0)
- Network-aware Source Coding and Communication: Lossy communication of multiple correlated sources (2011) (0)
- On $L_{\infty}$ Properties of Multiresolution Scalar Quantizers (2010) (0)
- On embedded scalable code stream of minimum expected distortion for variable rate channels (2002) (0)
- High Joint Spectral-Spatial Resolution Imaging via Nanostructured Random Broadband Filtering (2019) (0)
- Content Adaptive Embedded Compression (2017) (0)
- Optimal Unequal Channel Protection for Multiple-Description Concatenated Codes (2003) (0)
- Solving the rainbow network flow problem (2011) (0)
- Using progressive codes for lossy source communication (2011) (0)
- Edge-based image coding at low bit-rate (2010) (0)
- Continuous rainbow network flow: rainbow network flow with unbounded delay (2011) (0)
- Spatial-Temporal Color Video Reconstruction From (2010) (0)
- Optimal Media Communication in Capacity Constrained Networks (2007) (0)
- Network-aware Source Coding and Communication: Lossless multicast of multiple uncorrelated sources (2011) (0)
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