PhD in Computer Science
University of Southern California, 2000
FSODv2: A Deep Calibrated Few-Shot Object Detection Network
Article
GCoNet+: A Stronger Group Collaborative Co-Salient Object Detector
Article
Occlusion-Aware Instance Segmentation Via BiLayer Network Architectures
Article
Semantic Image Matting: General and Specific Semantics
Article
BiMatting: Efficient Video Matting via Binarization
Conference paper
Cascade-DETR: Delving into High-Quality Universal Object Detection
Conference paper
EgoPCA: A New Framework for Egocentric Hand-Object Interaction Understanding
Conference paper
FaceDNeRF: SemanticsDriven Face Reconstruction, Prompt Editing and Relighting with Diffusion Models
Conference paper
Instance Neural Radiance Field
Conference paper
Mask-Free Video Instance Segmentation
Conference paper
NeRF-RPN: A General Framework for Object Detection in NeRFs
Conference paper
Segment Anything in High Quality
Conference paper
Towards Robust Object Detection Invariant to Real-World Domain Shifts
Conference paper
Ultrahigh Resolution Image/Video Matting with Spatio-Temporal Sparsity
Conference paper
Few-Shot Object Detection with Model Calibration
Conference paper
Few-Shot Video Object Detection
Conference paper
Human Instance Matting via Mutual Guidance and Multi-Instance Refinement
Conference paper
Interactiveness Field in Human-Object Interactions
Conference paper
Mask Transfiner for High-Quality Instance Segmentation
Conference paper
Self-support Few-Shot Semantic Segmentation
Conference paper
Unsupervised Multi-View Object Segmentation Using Radiance Field Propagation
Conference paper
Video Mask Transfiner for High-Quality Video Instance Segmentation
Conference paper
Deep Occlusion-Aware Instance Segmentation With Overlapping BiLayers
Conference paper
Deep Video Matting via Spatio-Temporal Alignment and Aggregation
Conference paper
Group Collaborative Learning for Co-Salient Object Detection
Conference paper
HAA500: Human-Centric Atomic Action Dataset with Curated Videos
Conference paper
Conference paper
Occlusion-Aware Video Object Inpainting
Conference paper
Prototypical Cross-Attention Networks for Multiple Object Tracking and Segmentation
Conference paper
Rethinking Space-Time Networks with Improved Memory Coverage for Efficient Video Object Segmentation
Conference paper
Conference paper
Cascaded Deep Monocular 3D Human Pose Estimation With Evolutionary Training Data
Conference paper
Conference paper
Conference paper
Fast Video Object Segmentation With Temporal Aggregation Network and Dynamic Template Matching
Conference paper
Few-Shot Object Detection with Attention-RPN and Multi-Relation Detector
Conference paper
FSS-1000: A 1000-Class Dataset for Few-Shot Segmentation
Conference paper
GSNet: joint vehicle pose and shape reconstruction with geometrical and scene-aware supervision
Conference paper
Relative CNN-RNN: Learning relative atmospheric visibility from images
Article
Adversarial Attacks Beyond the Image Space
Conference paper
LADN: Local Adversarial Disentangling Network for Facial Makeup and De-Makeup
Conference paper
Template-instance loss for offline handwritten Chinese character recognition
Conference paper
Real-Time Video Stylization Using Object Flows
Article
Annotation-Free and One-Shot Learning for Instance Segmentation of Homogeneous Object Clusters
Conference paper
Attribute-Guided Face Generation Using Conditional CycleGAN
Conference paper
Beyond Holistic Object Recognition: Enriching Image Understanding with Part States
Conference paper
Deep High Dynamic Range Imaging with Large Foreground Motions
Conference paper
Deep Video Generation, Prediction and Completion of Human Action Sequences
Conference paper
Image Generation from Sketch Constraint Using Contextual GAN
Conference paper
Two-Class Weather Classification
Article
Online Video Object Detection Using Association LSTM
Conference paper
3D Navigation on Impossible Figures via Dynamically Reconfigurable Maze
Article
Improving object recognition with the ℓ-channel
Article
Normal Estimation of a Transparent Object Using a Video
Article
Complexity-Adaptive Distance Metric for Object Proposals Generation
Conference paper
Contour Box: Rejecting Object Proposals without Explicit Closed Contours
Conference paper
Photometric Stereo in the Wild
Conference paper
Square Localization for Efficient and Accurate Object Detection
Conference paper
Range-sample depth feature for action recognition
Conference paper
Shadow Removal from Single RGB-D Images
Conference paper
Two-class weather classification
Conference paper
Article
Calculating Vanishing Points in Dual Space
Conference paper
High-quality Kinect Depth Filtering for Real-time 3D Telepresence
Conference paper
Motion-aware KNN Laplacian for Video Matting
Conference paper
Make It Home: Automatic Optimization of Furniture Arrangement
Article
Matting and Compositing of Transparent and Refractive Objects
Article
Adequate Reconstruction of Transparent Objects on a Shoestring Budget
Conference paper
Modeling and Rendering of Impossible Figures
Article
Photometric Stereo via Expectation Maximization
Article
Surface-from-Gradients without Discrete Integrability Enforcement: A Gaussian Kernel Approach
Article
Quasi-dense 3D Reconstruction Using Tensor-based Multiview Stereo
Conference paper
Fast, automatic and fine-grained tampered JPEG image detection via DCT coefficient analysis
Article
Noise Brush: Interactive High Quality Image-Noise Separation
Article
Article
Image stitching using structure deformation
Article
Interactive Normal Reconstruction from a Single Image
Article
Limits of learning-based superresolution algorithms
Article
Texture Amendment: Reducing Texture Distortion in Constrained Parameterization
Article
Extracting Smooth and Transparent Layers From a Single Image
Conference paper
Conference paper
Interactive normal reconstruction from a single image
Conference paper
Conference paper
Separating Smooth Transparent Layers from a Single Image
Conference paper
Texture amendment: Reducing texture distortion in constrained parameterization
Conference paper
Article
ShapePalettes: Interactive normal transfer via sketching
Article
Soft color segmentation and its applications
Article
Example-based cosmetic transfer
Conference paper
Limits of learning-based superresolution algorithms
Conference paper
Robust estimation of texture flow via dense feature sampling
Conference paper
ShapePalettes: Interactive normal transfer via sketching
Conference paper
Spatio-temporal Markov random field for video denoising
Conference paper
Surface-from-gradients with incomplete data for single view modeling
Conference paper
Dense photometric stereo by expectation maximization
Article
Dense photometric stereo: A Markov random field approach
Article
Article
Video repairing under variable illumination using cyclic motions
Article
Conference paper
Multiresolution mesh reconstruction from noisy 3D point sets
Conference paper
Perceptually-inspired and edge-directed color image super-resolution
Conference paper
Separating subsurface scattering from photometric images
Conference paper
Simultaneous image denoising and compression by multiscale 2D tensor voting
Conference paper
Visible surface reconstruction from normals with discontinuity consideration
Conference paper
Robust estimation of adaptive tensors of curvature by tensor voting
Article
Tensor voting for image correction by global and local intensity alignment
Article
A Bayesian approach for shadow extraction from a single image
Conference paper
A Markov Random Field approach for dense photometric stereo
Conference paper
Dense photometric stereo using a mirror sphere and graph cut
Conference paper
Dense photometric stereo using tensorial belief propagation
Conference paper
Eliminating structure and intensity misalignment in image stitching
Conference paper
Local color transfer via probabilistic segmentation by expectation-maximization
Conference paper
Binary-space-partitioned images for resolving image-based visibility
Article
First order augmentation to tensor voting for boundary inference and multiscale analysis in 3D
Article
Inference of segmented color and texture description by tensor voting
Article
Article
Pop-up light field: An interactive image-based modeling and rendering system
Article
Separating specular, diffuse, and subsurface scattering reflectances from photometric images
Article
Simultaneous two-view epipolar geometry estimation and motion segmentation by 4D tensor voting
Article
Stereo reconstruction from multiperspective panoramas
Article
Bayesian correction of image intensity with spatial consideration
Conference paper
Video repairing: Inference of foreground and background under severe occlusion
Conference paper
Article
Bayesian Correction of Image Luminance with Spatial Consideration
Conference paper
Image registration with global and local luminance alignment
Conference paper
Image repairing: Robust image synthesis by adaptive ND tensor voting
Conference paper
Rendering driven depth reconstruction
Conference paper
ROD-TV: Reconstruction on demand by tensor voting
Conference paper
Separating Specular, Diffuse, and Subsurface Scattering Reflectances from Photometric Images
Conference paper
N-dimensional tensor voting and application to epipolar geometry estimation
Article
Efficient dense depth estimation from dense multiperspective panoramas
Conference paper
Epipolar geometry estimation for non-static scenes by 4D tensor voting
Conference paper
First order tensor voting, and application to 3-D scale analysis
Conference paper
Epipolar Geometry Estimation by Tensor Voting in 8D
Conference paper
Robust Estimation of Curvature Information from Noisy 3D Data for Shape Description
Conference paper
Inference of Integrated Surface, Curve, and Junction Descriptions from Sparse 3-D Data
Article
Automatic, Accurate Surface Model Inference for Dental CAD/CAM
Conference paper
Extremal Feature Extraction from 3-D Scalar and Noisy Vector Data
Conference paper
Integrated Surface, Curve and Junction Inference from Sparse 3-D Data Sets
Conference paper
GCoNet+: A Stronger Group Collaborative Co-Salient Object Detector
Occlusion-Aware Instance Segmentation Via BiLayer Network Architectures
Cascade-DETR: Delving into High-Quality Universal Object Detection
EgoPCA: A New Framework for Egocentric Hand-Object Interaction Understanding
FaceDNeRF: SemanticsDriven Face Reconstruction, Prompt Editing and Relighting with Diffusion Models
Towards Robust Object Detection Invariant to Real-World Domain Shifts
Ultrahigh Resolution Image/Video Matting with Spatio-Temporal Sparsity
Deep Occlusion-Aware Instance Segmentation With Overlapping BiLayers
Deep Video Matting via Spatio-Temporal Alignment and Aggregation
Group Collaborative Learning for Co-Salient Object Detection
HAA500: Human-Centric Atomic Action Dataset with Curated Videos
Prototypical Cross-Attention Networks for Multiple Object Tracking and Segmentation
Rethinking Space-Time Networks with Improved Memory Coverage for Efficient Video Object Segmentation
Cascaded Deep Monocular 3D Human Pose Estimation With Evolutionary Training Data
Fast Video Object Segmentation With Temporal Aggregation Network and Dynamic Template Matching
Few-Shot Object Detection with Attention-RPN and Multi-Relation Detector
GSNet: joint vehicle pose and shape reconstruction with geometrical and scene-aware supervision
Annotation-Free and One-Shot Learning for Instance Segmentation of Homogeneous Object Clusters
Beyond Holistic Object Recognition: Enriching Image Understanding with Part States
Deep High Dynamic Range Imaging with Large Foreground Motions
Deep Video Generation, Prediction and Completion of Human Action Sequences
Image Generation from Sketch Constraint Using Contextual GAN
Make It Home: Automatic Optimization of Furniture Arrangement
Matting and Compositing of Transparent and Refractive Objects
Adequate Reconstruction of Transparent Objects on a Shoestring Budget
Surface-from-Gradients without Discrete Integrability Enforcement: A Gaussian Kernel Approach
Quasi-dense 3D Reconstruction Using Tensor-based Multiview Stereo
Multiresolution mesh reconstruction from noisy 3D point sets
Perceptually-inspired and edge-directed color image super-resolution
Simultaneous image denoising and compression by multiscale 2D tensor voting
Visible surface reconstruction from normals with discontinuity consideration
Robust estimation of adaptive tensors of curvature by tensor voting
Tensor voting for image correction by global and local intensity alignment
Binary-space-partitioned images for resolving image-based visibility
First order augmentation to tensor voting for boundary inference and multiscale analysis in 3D
Inference of segmented color and texture description by tensor voting
Pop-up light field: An interactive image-based modeling and rendering system
Separating specular, diffuse, and subsurface scattering reflectances from photometric images
Simultaneous two-view epipolar geometry estimation and motion segmentation by 4D tensor voting
Bayesian Correction of Image Luminance with Spatial Consideration
Image registration with global and local luminance alignment
Image repairing: Robust image synthesis by adaptive ND tensor voting
Separating Specular, Diffuse, and Subsurface Scattering Reflectances from Photometric Images
Real-Time Video Stylization Using Object Flows
Article
Annotation-Free and One-Shot Learning for Instance Segmentation of Homogeneous Object Clusters
Conference paper
Attribute-Guided Face Generation Using Conditional CycleGAN
Conference paper
Beyond Holistic Object Recognition: Enriching Image Understanding with Part States
Conference paper
Deep High Dynamic Range Imaging with Large Foreground Motions
Conference paper
Deep Video Generation, Prediction and Completion of Human Action Sequences
Conference paper
Image Generation from Sketch Constraint Using Contextual GAN
Conference paper
Two-Class Weather Classification
Article
Online Video Object Detection Using Association LSTM
Conference paper
3D Navigation on Impossible Figures via Dynamically Reconfigurable Maze
Article
Improving object recognition with the ℓ-channel
Article
Normal Estimation of a Transparent Object Using a Video
Article
Complexity-Adaptive Distance Metric for Object Proposals Generation
Conference paper
Contour Box: Rejecting Object Proposals without Explicit Closed Contours
Conference paper
Photometric Stereo in the Wild
Conference paper
Square Localization for Efficient and Accurate Object Detection
Conference paper
Range-sample depth feature for action recognition
Conference paper
Shadow Removal from Single RGB-D Images
Conference paper
Two-class weather classification
Conference paper
Article
Calculating Vanishing Points in Dual Space
Conference paper
High-quality Kinect Depth Filtering for Real-time 3D Telepresence
Conference paper
Motion-aware KNN Laplacian for Video Matting
Conference paper
Make It Home: Automatic Optimization of Furniture Arrangement
Article
Matting and Compositing of Transparent and Refractive Objects
Article
Adequate Reconstruction of Transparent Objects on a Shoestring Budget
Conference paper
Modeling and Rendering of Impossible Figures
Article
Photometric Stereo via Expectation Maximization
Article
Surface-from-Gradients without Discrete Integrability Enforcement: A Gaussian Kernel Approach
Article
Quasi-dense 3D Reconstruction Using Tensor-based Multiview Stereo
Conference paper
Fast, automatic and fine-grained tampered JPEG image detection via DCT coefficient analysis
Article
Noise Brush: Interactive High Quality Image-Noise Separation
Article
Article
Image stitching using structure deformation
Article
Interactive Normal Reconstruction from a Single Image
Article
Limits of learning-based superresolution algorithms
Article
Texture Amendment: Reducing Texture Distortion in Constrained Parameterization
Article
Extracting Smooth and Transparent Layers From a Single Image
Conference paper
Conference paper
Interactive normal reconstruction from a single image
Conference paper
Conference paper
Separating Smooth Transparent Layers from a Single Image
Conference paper
Texture amendment: Reducing texture distortion in constrained parameterization
Conference paper
Article
ShapePalettes: Interactive normal transfer via sketching
Article
Soft color segmentation and its applications
Article
Example-based cosmetic transfer
Conference paper
Limits of learning-based superresolution algorithms
Conference paper
Robust estimation of texture flow via dense feature sampling
Conference paper
ShapePalettes: Interactive normal transfer via sketching
Conference paper
Spatio-temporal Markov random field for video denoising
Conference paper
Surface-from-gradients with incomplete data for single view modeling
Conference paper
Dense photometric stereo by expectation maximization
Article
Dense photometric stereo: A Markov random field approach
Article
Article
Video repairing under variable illumination using cyclic motions
Article
Conference paper
Multiresolution mesh reconstruction from noisy 3D point sets
Conference paper
Perceptually-inspired and edge-directed color image super-resolution
Conference paper
Separating subsurface scattering from photometric images
Conference paper
Simultaneous image denoising and compression by multiscale 2D tensor voting
Conference paper
Visible surface reconstruction from normals with discontinuity consideration
Conference paper
Robust estimation of adaptive tensors of curvature by tensor voting
Article
Tensor voting for image correction by global and local intensity alignment
Article
A Bayesian approach for shadow extraction from a single image
Conference paper
A Markov Random Field approach for dense photometric stereo
Conference paper
Dense photometric stereo using a mirror sphere and graph cut
Conference paper
Dense photometric stereo using tensorial belief propagation
Conference paper
Eliminating structure and intensity misalignment in image stitching
Conference paper
Local color transfer via probabilistic segmentation by expectation-maximization
Conference paper
Binary-space-partitioned images for resolving image-based visibility
Article
First order augmentation to tensor voting for boundary inference and multiscale analysis in 3D
Article
Inference of segmented color and texture description by tensor voting
Article
Article
Pop-up light field: An interactive image-based modeling and rendering system
Article
Separating specular, diffuse, and subsurface scattering reflectances from photometric images
Article
Simultaneous two-view epipolar geometry estimation and motion segmentation by 4D tensor voting
Article
Stereo reconstruction from multiperspective panoramas
Article
Bayesian correction of image intensity with spatial consideration
Conference paper
Video repairing: Inference of foreground and background under severe occlusion
Conference paper
Article
Bayesian Correction of Image Luminance with Spatial Consideration
Conference paper
Image registration with global and local luminance alignment
Conference paper
Image repairing: Robust image synthesis by adaptive ND tensor voting
Conference paper
Rendering driven depth reconstruction
Conference paper
ROD-TV: Reconstruction on demand by tensor voting
Conference paper
Separating Specular, Diffuse, and Subsurface Scattering Reflectances from Photometric Images
Conference paper
N-dimensional tensor voting and application to epipolar geometry estimation
Article
Efficient dense depth estimation from dense multiperspective panoramas
Conference paper
Epipolar geometry estimation for non-static scenes by 4D tensor voting
Conference paper
First order tensor voting, and application to 3-D scale analysis
Conference paper
Epipolar Geometry Estimation by Tensor Voting in 8D
Conference paper
Robust Estimation of Curvature Information from Noisy 3D Data for Shape Description
Conference paper
Inference of Integrated Surface, Curve, and Junction Descriptions from Sparse 3-D Data
Article
Automatic, Accurate Surface Model Inference for Dental CAD/CAM
Conference paper
Extremal Feature Extraction from 3-D Scalar and Noisy Vector Data
Conference paper
Integrated Surface, Curve and Junction Inference from Sparse 3-D Data Sets
Conference paper
COMP4411 | Computer Graphics |
COMP4981 | Final Year Project |
COMP4981H | Final Year Thesis |
MSBD6000N | Understanding Large Language Models |
COMP4981 | Final Year Project |
COMP4411 | Computer Graphics |
COMP4971D | Independent Work |
COMP4981 | Final Year Project |
COMP4981H | Final Year Thesis |
CSIT6000S | Understanding Large Language Models |
COMP4971D | Independent Work |
COMP4981 | Final Year Project |
COMP4981H | Final Year Thesis |
MSBD6000N | Understanding Large Language Models |
COMP4981 | Final Year Project |
COMP4981H | Final Year Thesis |
No Teaching Assignments |
LIU, Xinhang
Computer Science and Engineering
HE, Ziyi
Computer Science and Engineering
KAO, Shiu-hong
Computer Science and Engineering
WAN, Ruosi
Computer Science and Engineering
FAN, Qi
Computer Science and Engineering( Completed in 2023 )
KE, Lei
Computer Science and Engineering( Completed in 2023 )
SUN, Yanan
Computer Science and Engineering( Completed in 2023 )
WANG, Jierong
(co-supervision)
Computer Science and Engineering( Completed in 2022 )
ZHANG, Rongzhao
Computer Science and Engineering( Completed in 2022 )
ZHANG, Yishuo
Computer Science and Engineering( Completed in 2022 )
LIU, Yichen
Computer Science and Engineering( Completed in 2024 )
ZHANG, Hao
Computer Science and Engineering( Completed in 2024 )
CHENG, Ho Kei
Computer Science and Engineering( Completed in 2021 )
CHUNG, Jihoon
Computer Science and Engineering( Completed in 2021 )
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