Stephen Lin
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Stephen Lincomputer-science Degrees
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Computer Science
Stephen Lin's Degrees
- Bachelors Computer Science Stanford University
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(Suggest an Edit or Addition)Stephen Lin'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
- Swin Transformer: Hierarchical Vision Transformer using Shifted Windows (2021) (5516)
- Graph Embedding and Extensions: A General Framework for Dimensionality Reduction (2007) (2823)
- Deformable ConvNets V2: More Deformable, Better Results (2018) (1080)
- GCNet: Non-Local Networks Meet Squeeze-Excitation Networks and Beyond (2019) (924)
- RepPoints: Point Set Representation for Object Detection (2019) (485)
- Video Swin Transformer (2021) (453)
- A High-Quality Denoising Dataset for Smartphone Cameras (2018) (399)
- DeepVessel: Retinal Vessel Segmentation via Deep Learning and Conditional Random Field (2016) (386)
- 3D shape regression for real-time facial animation (2013) (351)
- Local Relation Networks for Image Recognition (2019) (330)
- Super resolution using edge prior and single image detail synthesis (2010) (324)
- Discriminant Locally Linear Embedding With High-Order Tensor Data (2008) (309)
- Marginal Fisher Analysis and Its Variants for Human Gait Recognition and Content- Based Image Retrieval (2007) (292)
- Semantic colorization with internet images (2011) (243)
- Propagate Yourself: Exploring Pixel-Level Consistency for Unsupervised Visual Representation Learning (2020) (236)
- Intrinsic colorization (2008) (234)
- An Empirical Study of Spatial Attention Mechanisms in Deep Networks (2019) (202)
- Exposure: A White-Box Photo Post-Processing Framework (2017) (201)
- Radiometric calibration from a single image (2004) (185)
- View-dependent displacement mapping (2003) (180)
- Automatic Feature Learning to Grade Nuclear Cataracts Based on Deep Learning (2014) (179)
- Disentangled Non-Local Neural Networks (2020) (175)
- A Closed-Form Solution to Retinex with Nonlocal Texture Constraints (2012) (174)
- Intrinsic image decomposition with non-local texture cues (2008) (170)
- FC^4: Fully Convolutional Color Constancy with Confidence-Weighted Pooling (2017) (169)
- Diffuse-Specular Separation and Depth Recovery from Image Sequences (2002) (168)
- Precomputed shadow fields for dynamic scenes (2005) (159)
- Computational Snapshot Multispectral Cameras: Toward dynamic capture of the spectral world (2016) (156)
- DPSNet: End-to-end Deep Plane Sweep Stereo (2019) (156)
- Unsupervised Extraction of Video Highlights via Robust Recurrent Auto-Encoders (2015) (147)
- Coded Aperture Pairs for Depth from Defocus and Defocus Deblurring (2011) (146)
- Single-Image Vignetting Correction (2006) (146)
- Image/video deblurring using a hybrid camera (2008) (141)
- Coded aperture pairs for depth from defocus (2009) (139)
- A New In-Camera Imaging Model for Color Computer Vision and Its Application (2012) (132)
- A Prism-Mask System for Multispectral Video Acquisition (2011) (130)
- Shading-Based Shape Refinement of RGB-D Images (2013) (123)
- Highlight removal by illumination-constrained inpainting (2003) (122)
- Generalized Displacement Maps (2004) (121)
- What makes instance discrimination good for transfer learning? (2020) (119)
- Correction of Spatially Varying Image and Video Motion Blur Using a Hybrid Camera (2010) (117)
- Neural Articulated Radiance Field (2021) (114)
- Determining the radiometric response function from a single grayscale image (2005) (108)
- Real-time smoke rendering using compensated ray marching (2008) (105)
- Separation of diffuse and specular reflection in color images (2001) (104)
- Unified Depth Prediction and Intrinsic Image Decomposition from a Single Image via Joint Convolutional Neural Fields (2016) (103)
- Photorealistic rendering of knitwear using the lumislice (2001) (103)
- FCSS: Fully Convolutional Self-Similarity for Dense Semantic Correspondence (2017) (102)
- Interactive relighting with dynamic BRDFs (2007) (99)
- Estimation of Intrinsic Image Sequences from Image+Depth Video (2012) (98)
- Learning the Change for Automatic Image Cropping (2013) (97)
- Appearance manifolds for modeling time-variant appearance of materials (2006) (97)
- Object-based RGBD image co-segmentation with mutex constraint (2015) (95)
- Global illumination with radiance regression functions (2013) (94)
- Image based relighting using neural networks (2015) (93)
- Reconstruction and Recognition of Tensor-Based Objects With Concurrent Subspaces Analysis (2008) (91)
- Detection of Sudden Pedestrian Crossings for Driving Assistance Systems (2012) (91)
- A Deep Learning System for Automated Angle-Closure Detection in Anterior Segment Optical Coherence Tomography Images. (2019) (90)
- Object-Based Multiple Foreground Video Co-segmentation (2014) (88)
- Recurrent Transformer Networks for Semantic Correspondence (2018) (86)
- Data-driven depth map refinement via multi-scale sparse representation (2015) (85)
- Modeling and rendering of heterogeneous translucent materials using the diffusion equation (2008) (84)
- Single-image vignetting correction using radial gradient symmetry (2008) (79)
- Estimating Intrinsic Images from Image Sequences with Biased Illumination (2004) (79)
- A Transductive Approach for Video Object Segmentation (2020) (78)
- SRNet: Improving Generalization in 3D Human Pose Estimation with a Split-and-Recombine Approach (2020) (76)
- Modeling and rendering of quasi-homogeneous materials (2005) (75)
- Object-Based Multiple Foreground Video Co-Segmentation via Multi-State Selection Graph (2015) (75)
- Detecting Human-Object Interactions with Action Co-occurrence Priors (2020) (74)
- Point-Set Anchors for Object Detection, Instance Segmentation and Pose Estimation (2020) (74)
- Instance Localization for Self-supervised Detection Pretraining (2021) (74)
- Multiple-cue illumination estimation in textured scenes (2003) (74)
- Shell texture functions (2004) (73)
- Segmentation and Quantification for Angle-Closure Glaucoma Assessment in Anterior Segment OCT (2017) (71)
- Coded exposure imaging for projective motion deblurring (2010) (71)
- A prism-based system for multispectral video acquisition (2009) (70)
- Sliding Window and Regression Based Cup Detection in Digital Fundus Images for Glaucoma Diagnosis (2011) (70)
- Optic Cup Segmentation for Glaucoma Detection Using Low-Rank Superpixel Representation (2014) (69)
- Motion-aware noise filtering for deblurring of noisy and blurry images (2012) (68)
- High resolution multispectral video capture with a hybrid camera system (2011) (68)
- Simulating makeup through physics-based manipulation of intrinsic image layers (2015) (68)
- RepPoints V2: Verification Meets Regression for Object Detection (2020) (67)
- A Learning-to-Rank Approach for Image Color Enhancement (2014) (65)
- Image-based clothes animation for virtual fitting (2012) (65)
- Radiometric Calibration from Noise Distributions (2007) (64)
- Single Image Reflection Removal Through Cascaded Refinement (2019) (61)
- Aligning Pretraining for Detection via Object-Level Contrastive Learning (2021) (59)
- Separation of Highlight Reflections on Textured Surfaces (2006) (57)
- Efficient Reconstruction-Based Optic Cup Localization for Glaucoma Screening (2013) (56)
- Spatially Adaptive Inference with Stochastic Feature Sampling and Interpolation (2020) (55)
- Deep Metric Transfer for Label Propagation with Limited Annotated Data (2018) (55)
- Intrinsic Face Image Decomposition with Human Face Priors (2014) (55)
- Beyond Spatial Pyramids: A New Feature Extraction Framework with Dense Spatial Sampling for Image Classification (2012) (54)
- Automatic Grading of Nuclear Cataracts from Slit-Lamp Lens Images Using Group Sparsity Regression (2013) (52)
- Estimation of diffuse and specular appearance (1999) (51)
- Object-Based Multiple Foreground Segmentation in RGBD Video (2017) (50)
- Multiresolution reflectance filtering (2005) (47)
- Angle-Closure Detection in Anterior Segment OCT Based on Multilevel Deep Network (2019) (47)
- Acquisition of High Spatial and Spectral Resolution Video with a Hybrid Camera System (2014) (46)
- DCTM: Discrete-Continuous Transformation Matching for Semantic Flow (2017) (45)
- FCSS: Fully Convolutional Self-Similarity for Dense Semantic Correspondence (2017) (45)
- Single-Image Vignetting Correction from Gradient Distribution Symmetries (2013) (44)
- Efficient Optic Cup Detection from Intra-image Learning with Retinal Structure Priors (2012) (42)
- Multi-context Deep Network for Angle-Closure Glaucoma Screening in Anterior Segment OCT (2018) (41)
- Line space gathering for single scattering in large scenes (2010) (41)
- Realistic Rendering and Animation of Knitwear (2003) (40)
- Diffusion curve textures for resolution independent texture mapping (2012) (40)
- Semantically-Based Human Scanpath Estimation with HMMs (2013) (40)
- Dense RepPoints: Representing Visual Objects with Dense Point Sets (2019) (39)
- Rank-one Projections with Adaptive Margins for Face Recognition (2006) (38)
- Removal of Image Artifacts Due to Sensor Dust (2007) (38)
- Distilling Localization for Self-Supervised Representation Learning (2020) (37)
- Integrated Object Detection and Tracking with Tracklet-Conditioned Detection (2018) (36)
- Filtering and Rendering of Resolution-Dependent Reflectance Models (2008) (36)
- Image Classification With Densely Sampled Image Windows and Generalized Adaptive Multiple Kernel Learning (2015) (35)
- Faces as Lighting Probes via Unsupervised Deep Highlight Extraction (2018) (34)
- Using chromaticity distributions and eigenspace analysis for pose-, illumination-, and specularity-invariant recognition of 3D objects (1997) (34)
- Detection of specularity using stereo in color and polarization space (1996) (32)
- Learning Monocular Depth in Dynamic Scenes via Instance-Aware Projection Consistency (2021) (32)
- Face alignment under variable illumination (2004) (31)
- Multibaseline stereo in the presence of specular reflections (2002) (29)
- Image Deblurring Using Smartphone Inertial Sensors (2016) (28)
- Enhancing Bilinear Subspace Learning by Element Rearrangement (2009) (28)
- A Probabilistic Intensity Similarity Measure based on Noise Distributions (2007) (28)
- Rank-One Projections With Adaptive Margins for Face Recognition (2007) (28)
- Automatic Optic Disc Detection in OCT Slices via Low-Rank Reconstruction (2015) (28)
- A representation of specular appearance (1999) (27)
- Specular Highlight Removal in Facial Images (2017) (27)
- Subpixel Photometric Stereo (2008) (25)
- Change-Based Image Cropping with Exclusion and Compositional Features (2015) (23)
- Variational Specular Separation Using Color and Polarization (2002) (23)
- Global Context Networks (2020) (23)
- Separating reflections in human iris images for illumination estimation (2005) (22)
- Bayesian Depth-from-Defocus with Shading Constraints (2013) (22)
- Unsupervised Learning of Efficient Geometry-Aware Neural Articulated Representations (2022) (21)
- Element Rearrangement for Tensor-Based Subspace Learning (2007) (21)
- Automatic Thumbnail Generation Based on Visual Representativeness and Foreground Recognizability (2015) (19)
- Light field morphing using 2D features (2005) (18)
- TransCut: Interactive Rendering of Translucent Cutouts (2013) (18)
- Detail Recovery for Single-image Defocus Blur (2009) (18)
- Material Appearance Modeling: A Data-Coherent Approach (2013) (18)
- Face inpainting based on high-level facial attributes (2017) (18)
- A Closed-form Solution to Retinex with Non-local Texture Constraints (2012) (17)
- A Visual Evaluation Framework for In-Home Physical Rehabilitation (2014) (17)
- Deep Self-correlation Descriptor for Dense Cross-Modal Correspondence (2016) (17)
- Learning Residual Flow as Dynamic Motion from Stereo Videos (2019) (16)
- Object-based Illumination Estimation with Rendering-aware Neural Networks (2020) (15)
- Resolution-Enhanced Photometric Stereo (2006) (15)
- Gradient‐based Interpolation and Sampling for Real‐time Rendering of Inhomogeneous, Single‐scattering Media (2008) (14)
- Spherical harmonics scaling (2006) (14)
- The Emergence of Objectness: Learning Zero-Shot Segmentation from Videos (2021) (14)
- An Integral Pose Regression System for the ECCV2018 PoseTrack Challenge (2018) (14)
- Physically-Based Simulation of Cosmetics via Intrinsic Image Decomposition with Facial Priors (2019) (13)
- Separating corneal reflections for illumination estimation (2008) (12)
- An Adaptive Multiresolution Approach to Fingerprint Recognition (2007) (12)
- Makeup Removal via Bidirectional Tunable De-Makeup Network (2019) (12)
- ACP++: Action Co-Occurrence Priors for Human-Object Interaction Detection (2021) (11)
- Exposure (2018) (11)
- Leveraging Multi-view Image Sets for Unsupervised Intrinsic Image Decomposition and Highlight Separation (2019) (10)
- Convergent 2-D Subspace Learning With Null Space Analysis (2008) (10)
- An appearance representation for multiple reflection components (2000) (10)
- Visuomotor Understanding for Representation Learning of Driving Scenes (2019) (10)
- Shell radiance texture functions (2005) (9)
- Radiometric Calibration from Faces in Images (2017) (9)
- Single-image reflectance estimation for relighting by iterative soft grouping (2002) (8)
- Simultaneous separation and depth recovery of specular reflections (2002) (8)
- Enhanced Photometric Stereo with Multispectral Images (2013) (8)
- Advances in Image and Video Technology, Third Pacific Rim Symposium, PSIVT 2009, Tokyo, Japan, January 13-16, 2009. Proceedings (2009) (8)
- Discrete-Continuous Transformation Matching for Dense Semantic Correspondence (2020) (8)
- Removal of dust artifacts in focal stack image sequences (2012) (8)
- Lighting interpolation by shadow morphing using intrinsic lumigraphs (2002) (7)
- Single-image optical center estimation from vignetting and tangential gradient symmetry (2009) (7)
- Instance-wise Depth and Motion Learning from Monocular Videos (2019) (6)
- Explicit Spatiotemporal Joint Relation Learning for Tracking Human Pose (2018) (5)
- Bootstrap Your Object Detector via Mixed Training (2021) (5)
- Proceedings of the 3rd Pacific Rim Symposium on Advances in Image and Video Technology (2009) (4)
- Face alignment using intrinsic information (2004) (4)
- Color filter array demosaicking with local color distribution linearity (2005) (3)
- Real-time environment map interpolation (2004) (3)
- Mimicking the In-Camera Color Pipeline for Camera-Aware Object Compositing (2019) (2)
- Dense Cross-Modal Correspondence Estimation With the Deep Self-Correlation Descriptor (2020) (2)
- Deep Depth from Uncalibrated Small Motion Clip (2019) (2)
- Alpha Matting of Motion-Blurred Objects in Bracket Sequence Images (2014) (2)
- Towards Tokenized Human Dynamics Representation (2021) (2)
- CoVieW'18: The 1st Workshop and Challenge on Comprehensive Video Understanding in the Wild (2018) (2)
- Explicit Pose Deformation Learning for Tracking Human Poses (2018) (2)
- FC^4: Fully Convolution Color Constancy Via Weighted Average Pooling (2017) (2)
- Lighting And Shadow Interpolation Using Intrinsic Lumigraphs (2004) (2)
- Modeling and Rendering Subsurface Scattering Using Diffusion Equations (2013) (1)
- Cross-Iteration Batch Normalization (2019) (1)
- FLUORESCENT LIGHTING (1959) (1)
- Interactive chromaticity mapping for multispectral images (2013) (1)
- Advances in Visual Computing (2018) (1)
- Survey on Retinal Disease detection techniques (2017) (1)
- Filtering and Rendering of (2008) (1)
- Deep Self-Convolutional Activations Descriptor for Dense Cross-Modal Correspondence (2016) (1)
- Overview of Material Fabrication (2013) (0)
- Modeling Textured Translucent Materials with Lazy Solid Texture Synthesis (2013) (0)
- Supplementary Material: Radiometric Calibration from Faces in Images (2017) (0)
- Automatic Classification of Cataract based on Deep Learnig (2019) (0)
- Intra-Operative Medical Fluorescence Imaging Improvement (2016) (0)
- Specular Reflection Subsurface Scattering Skin (2017) (0)
- Adaptive pooling over multiple trajectory attributes for action recognition (2015) (0)
- Fully Convolutional Color Constancy with Confidence-weighted Pooling Supplementary Material (2017) (0)
- Message from the Guest Editors-In-Chief (2010) (0)
- Shadow Fields for Deformable Objects (2005) (0)
- Modeling Subsurface Light Transport with the Kernel Nyström Method (2013) (0)
- Real-time Lip Synchronization Based on Hidden Markov Models (2017) (0)
- Overview of Subsurface Light Transport (2013) (0)
- Acquisition of High Spatial and Spectral Resolution Video with a Hybrid Camera System (2013) (0)
- Calibration of Radiometric Falloff (Vignetting) (2014) (0)
- Continuous Symmetric Stereo with Adaptive Outlier Handling (2015) (0)
- Extract Ordered Pairs Database Ordered Pairs Sample in Parameter Space Ranking Model ... Highest Rank Score Learn to Rank Choose Sampling Parameters (2014) (0)
- Continuous Symmetric Stereo with Adaptive Outlier Handling Supplementary Material (2015) (0)
- Illumination Estimation, Illuminant Estimation (2014) (0)
- Interactive SVBRDF Modeling from a Single Image (2013) (0)
- Neural Articulated Radiance Field Supplemental Material (2021) (0)
- Interactive chromaticity mapping for multispectral images (2013) (0)
- Efficient SVBRDF Acquisition with Manifold Bootstrapping (2013) (0)
- Photometric modeling of specular and diffuse appearance (2000) (0)
- Change-Based Image Cropping with Exclusion and Compositional Features (2015) (0)
- Surface Reflectance Overview (2013) (0)
- Digital Image Registration Using Spectral Analysis Based Local Feature Descriptor (2015) (0)
- Incident Light Measurement (2014) (0)
- DPSN ET : E ND-TO-END D EEP P LANE S WEEP S TEREO (2019) (0)
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