Lu Fang

Orcid: 0000-0003-3552-0367

Affiliations:
  • Tsinghua University, Department of Electronic Engineering and Beijing National Research Center for Information Science and Technology, Beijing, China


According to our database1, Lu Fang authored at least 148 papers between 2009 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Fully forward mode training for optical neural networks.
Nat., August, 2024

GiganticNVS: Gigapixel Large-Scale Neural Rendering With Implicit Meta-Deformed Manifold.
IEEE Trans. Pattern Anal. Mach. Intell., January, 2024

Bridging the gap between object detection in close-up and high-resolution wide shots.
Comput. Vis. Image Underst., 2024

SparseFormer: Detecting Objects in HRW Shots via Sparse Vision Transformer.
Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024

DynamicTrack: Advancing Gigapixel Tracking in Crowded Scenes.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2024

Detecting Objects as Cascade Corners.
Proceedings of the ECAI 2024 - 27th European Conference on Artificial Intelligence, 19-24 October 2024, Santiago de Compostela, Spain, 2024

OmniSeg3D: Omniversal 3D Segmentation via Hierarchical Contrastive Learning.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

SPECAT: SPatial-spEctral Cumulative-Attention Transformer for High-Resolution Hyperspectral Image Reconstruction.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

When Visual Grounding Meets Gigapixel-Level Large-Scale Scenes: Benchmark and Approach.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

GigaTraj: Predicting Long-term Trajectories of Hundreds of Pedestrians in Gigapixel Complex Scenes.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

GigaHumanDet: Exploring Full-Body Detection on Gigapixel-Level Images.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023
RobustFusion: Robust Volumetric Performance Reconstruction Under Human-Object Interactions From Monocular RGBD Stream.
IEEE Trans. Pattern Anal. Mach. Intell., May, 2023

All-analog photoelectronic chip for high-speed vision tasks.
Nat., 2023

EffLiFe: Efficient Light Field Generation via Hierarchical Sparse Gradient Descent.
CoRR, 2023

PARF: Primitive-Aware Radiance Fusion for Indoor Scene Novel View Synthesis.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

RealGraph: A Multiview Dataset for 4D Real-world Context Graph Generation.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Crowd3D: Towards Hundreds of People Reconstruction from a Single Image.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

DartBlur: Privacy Preservation with Detection Artifact Suppression.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022
MulayCap: Multi-Layer Human Performance Capture Using a Monocular Video Camera.
IEEE Trans. Vis. Comput. Graph., 2022

Learning Residual Color for Novel View Synthesis.
IEEE Trans. Image Process., 2022

BuildingFusion: Semantic-Aware Structural Building-Scale 3D Reconstruction.
IEEE Trans. Pattern Anal. Mach. Intell., 2022

GigaMVS: A Benchmark for Ultra-Large-Scale Gigapixel-Level 3D Reconstruction.
IEEE Trans. Pattern Anal. Mach. Intell., 2022

SurRF: Unsupervised Multi-View Stereopsis by Learning Surface Radiance Field.
IEEE Trans. Pattern Anal. Mach. Intell., 2022

Revisiting Light Field Rendering With Deep Anti-Aliasing Neural Network.
IEEE Trans. Pattern Anal. Mach. Intell., 2022

Real-Time Globally Consistent Dense 3D Reconstruction With Online Texturing.
IEEE Trans. Pattern Anal. Mach. Intell., 2022

Surface Material Perception Through Multimodal Learning.
IEEE J. Sel. Top. Signal Process., 2022

Geo-NI: Geometry-aware Neural Interpolation for Light Field Rendering.
CoRR, 2022

ElasticMVS: Learning elastic part representation for self-supervised multi-view stereopsis.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

ParseMVS: Learning Primitive-aware Surface Representations for Sparse Multi-view Stereopsis.
Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022

INS-Conv: Incremental Sparse Convolution for Online 3D Segmentation.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

2021
FlyFusion: Realtime Dynamic Scene Reconstruction Using a Flying Depth Camera.
IEEE Trans. Vis. Comput. Graph., 2021

Spatial-Angular Attention Network for Light Field Reconstruction.
IEEE Trans. Image Process., 2021

Boosting Single Image Super-Resolution Learnt From Implicit Multi-Image Prior.
IEEE Trans. Image Process., 2021

CrossNet++: Cross-Scale Large-Parallax Warping for Reference-Based Super-Resolution.
IEEE Trans. Pattern Anal. Mach. Intell., 2021

SurfaceNet+: An End-to-end 3D Neural Network for Very Sparse Multi-View Stereopsis.
IEEE Trans. Pattern Anal. Mach. Intell., 2021

Author Correction: Augmenting vascular disease diagnosis by vasculature-aware unsupervised learning.
Nat. Mach. Intell., 2021

A^2-FPN: Attention Aggregation based Feature Pyramid Network for Instance Segmentation.
CoRR, 2021

LEAD: LiDAR Extender for Autonomous Driving.
CoRR, 2021

One-Shot Face Recognition Based on Multiple Classifiers Training.
Proceedings of the ICMLC 2021: 13th International Conference on Machine Learning and Computing, 2021

LocalTrans: A Multiscale Local Transformer Network for Cross-Resolution Homography Estimation.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Data-Uncertainty Guided Multi-Phase Learning for Semi-Supervised Object Detection.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

A2-FPN: Attention Aggregation Based Feature Pyramid Network for Instance Segmentation.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

2020
Live Semantic 3D Perception for Immersive Augmented Reality.
IEEE Trans. Vis. Comput. Graph., 2020

Guest Editorial Introduction to the Special Section on Intelligent Visual Content Analysis and Understanding.
IEEE Trans. Circuits Syst. Video Technol., 2020

A Learning-Based Model to Evaluate Hospitalization Priority in COVID-19 Pandemics.
Patterns, 2020

UnstructuredFusion: Realtime 4D Geometry and Texture Reconstruction Using Commercial RGBD Cameras.
IEEE Trans. Pattern Anal. Mach. Intell., 2020

Augmenting vascular disease diagnosis by vasculature-aware unsupervised learning.
Nat. Mach. Intell., 2020

SilkDB 3.0: visualizing and exploring multiple levels of data for silkworm.
Nucleic Acids Res., 2020

Reliability evaluation of dynamic face recognition systems based on improved Fuzzy Dynamic Bayesian Network.
Int. J. Distributed Sens. Networks, 2020

Large-scale neuromorphic optoelectronic computing with a reconfigurable diffractive processing unit.
CoRR, 2020

Spatial-Angular Attention Network for Light Field Reconstruction.
CoRR, 2020

All-in-depth via Cross-baseline Light Field Camera.
Proceedings of the MM '20: The 28th ACM International Conference on Multimedia, 2020

Zoom in to the Details of Human-Centric Videos.
Proceedings of the IEEE International Conference on Image Processing, 2020

Multiscale-VR: Multiscale Gigapixel 3D Panoramic Videography for Virtual Reality.
Proceedings of the 2020 IEEE International Conference on Computational Photography, 2020

RobustFusion: Human Volumetric Capture with Data-Driven Visual Cues Using a RGBD Camera.
Proceedings of the Computer Vision - ECCV 2020, 2020

EventCap: Monocular 3D Capture of High-Speed Human Motions Using an Event Camera.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

PANDA: A Gigapixel-Level Human-Centric Video Dataset.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

OccuSeg: Occupancy-Aware 3D Instance Segmentation.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

2019
Real-Time Global Registration for Globally Consistent RGB-D SLAM.
IEEE Trans. Robotics, 2019

Light Field Reconstruction Using Convolutional Network on EPI and Extended Applications.
IEEE Trans. Pattern Anal. Mach. Intell., 2019

OrthoVenn2: a web server for whole-genome comparison and annotation of orthologous clusters across multiple species.
Nucleic Acids Res., 2019

LapEPI-Net: A Laplacian Pyramid EPI structure for Learning-based Dense Light Field Reconstruction.
CoRR, 2019

iDFusion: Globally Consistent Dense 3D Reconstruction from RGB-D and Inertial Measurements.
Proceedings of the 27th ACM International Conference on Multimedia, 2019

SPI-Optimizer: An Integral-Separated PI Controller for Stochastic Optimization.
Proceedings of the 2019 IEEE International Conference on Image Processing, 2019

2018
FlyCap: Markerless Motion Capture Using Multiple Autonomous Flying Cameras.
IEEE Trans. Vis. Comput. Graph., 2018

Halftone Image Watermarking by Content Aware Double-Sided Embedding Error Diffusion.
IEEE Trans. Image Process., 2018

Computation and Memory Efficient Image Segmentation.
IEEE Trans. Circuits Syst. Video Technol., 2018

Cross-Scale Reference-Based Light Field Super-Resolution.
IEEE Trans. Computational Imaging, 2018

RegNet: Learning the Optimization of Direct Image-to-Image Pose Registration.
CoRR, 2018

FlashFusion: Real-time Globally Consistent Dense 3D Reconstruction using CPU Computing.
Proceedings of the Robotics: Science and Systems XIV, 2018

iHuman3D: Intelligent Human Body 3D Reconstruction using a Single Flying Camera.
Proceedings of the 2018 ACM Multimedia Conference on Multimedia Conference, 2018

Magnify-Net for Multi-Person 2D Pose Estimation.
Proceedings of the 2018 IEEE International Conference on Multimedia and Expo, 2018

A Natural Shape-Preserving Stereoscopic Image Stitching.
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

HybridFusion: Real-Time Performance Capture Using a Single Depth Sensor and Sparse IMUs.
Proceedings of the Computer Vision - ECCV 2018, 2018

CrossNet: An End-to-End Reference-Based Super Resolution Network Using Cross-Scale Warping.
Proceedings of the Computer Vision - ECCV 2018, 2018

2017
Adaptive Multispectral Demosaicking Based on Frequency-Domain Analysis of Spectral Correlation.
IEEE Trans. Image Process., 2017

Magic Glasses: From 2D to 3D.
IEEE Trans. Circuits Syst. Video Technol., 2017

Introduction to the Issue on Light Field Image Processing.
IEEE J. Sel. Top. Signal Process., 2017

MILD: Multi-Index hashing for Loop closure Detection.
CoRR, 2017

Beyond SIFT using binary features in Loop Closure Detection.
Proceedings of the 2017 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2017

MILD: Multi-index hashing for appearance based loop closure detection.
Proceedings of the 2017 IEEE International Conference on Multimedia and Expo, 2017

Combining Exemplar-Based Approach and learning-Based Approach for Light Field Super-Resolution Using a Hybrid Imaging System.
Proceedings of the 2017 IEEE International Conference on Computer Vision Workshops, 2017

SurfaceNet: An End-to-End 3D Neural Network for Multiview Stereopsis.
Proceedings of the IEEE International Conference on Computer Vision, 2017

Multiscale gigapixel video: A cross resolution image matching and warping approach.
Proceedings of the 2017 IEEE International Conference on Computational Photography, 2017

Cascaded image deblurring with combined image prior.
Proceedings of the 2017 IEEE Global Conference on Signal and Information Processing, 2017

Utilizing high-level visual feature for indoor shopping mall localization.
Proceedings of the 2017 IEEE Global Conference on Signal and Information Processing, 2017

Learning Cross-scale Correspondence and Patch-based Synthesis for Reference-based Super-Resolution.
Proceedings of the British Machine Vision Conference 2017, 2017

2016
Deep Learning for Surface Material Classification Using Haptic and Visual Information.
IEEE Trans. Multim., 2016

Subpixel Image Quality Assessment Syncretizing Local Subpixel and Global Pixel Features.
IEEE Trans. Image Process., 2016

Subpixel-Based Image Scaling for Grid-like Subpixel Arrangements: A Generalized Continuous-Domain Analysis Model.
IEEE Trans. Image Process., 2016

Robust Blur Kernel Estimation for License Plate Images From Fast Moving Vehicles.
IEEE Trans. Image Process., 2016

Estimation of Virtual View Synthesis Distortion Toward Virtual View Position.
IEEE Trans. Image Process., 2016

A Vision-based Indoor Positioning System on Shopping Mall Context.
CoRR, 2016

Optimized high-frequency based interpolation for multispectral demosaicking.
Proceedings of the 2016 IEEE International Conference on Image Processing, 2016

Monocular Long-Term Target Following on UAVs.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2016

2015
Deblurring Saturated Night Image With Function-Form Kernel.
IEEE Trans. Image Process., 2015

Stereo Matching with Optimal Local Adaptive Radiometric Compensation.
IEEE Signal Process. Lett., 2015

Learning High-level Prior with Convolutional Neural Networks for Semantic Segmentation.
CoRR, 2015

Preprocessing-free surface material classification using convolutional neural networks pretrained by sparse Autoencoder.
Proceedings of the 25th IEEE International Workshop on Machine Learning for Signal Processing, 2015

Depth Error Induced Virtual View Synthesis Distortion Estimation for 3D Video Coding.
Proceedings of the 2015 Data Compression Conference, 2015

Guidance: A visual sensing platform for robotic applications.
Proceedings of the 2015 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2015

Analysis of sports statistics via graph-signal smoothness prior.
Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2015

2014
An Analytical Model for Synthesis Distortion Estimation in 3D Video.
IEEE Trans. Image Process., 2014

A low latency cloud gaming system using edge preserved image homography.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2014

Making 3D Eyeglasses Try-on practical.
Proceedings of the 2013 IEEE International Conference on Multimedia and Expo Workshops, 2014

Fast algorithm of arbitrary factor subpixel downsampling based on frequency analysis.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2014

[Demo paper] learning to beautify facial image.
Proceedings of the 2013 IEEE International Conference on Multimedia and Expo Workshops, 2014

Analytical model for camera distance related 3D virtual view distortion estimation.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

Joint Denoising and demosaicking of noisy CFA images based on inter-color correlation.
Proceedings of the IEEE International Conference on Acoustics, 2014

Separable Kernel for Image Deblurring.
Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014

2013
Luma-Chroma Space Filter Design for Subpixel-Based Monochrome Image Downsampling.
IEEE Trans. Image Process., 2013

Multichannel Nonlocal Means Fusion for Color Image Denoising.
IEEE Trans. Circuits Syst. Video Technol., 2013

Subpixel Rendering: From Font Rendering to Image Subsampling [Applications Corner].
IEEE Signal Process. Mag., 2013

Rate-Distortion Optimized Transforms Based on the Lloyd-Type Algorithm for Intra Block Coding.
IEEE J. Sel. Top. Signal Process., 2013

An analytical study of subpixel-based image down-sampling patterns in frequency domain.
Proceedings of the 2013 Visual Communications and Image Processing, 2013

Chroma Replacing and adaptive Chroma Blending for subpixel-based downsampling.
Proceedings of the 15th IEEE International Workshop on Multimedia Signal Processing, 2013

Stereo matching by adaptive weighting selection based cost aggregation.
Proceedings of the 2013 IEEE International Symposium on Circuits and Systems (ISCAS2013), 2013

A parallel deblocking filter based on H.264/AVC video coding standard.
Proceedings of the 2013 IEEE International Symposium on Circuits and Systems (ISCAS2013), 2013

Additional sign bit hiding of transform coefficients in HEVC.
Proceedings of the 2013 IEEE International Conference on Multimedia and Expo Workshops, 2013

Arbitrary factor image interpolation by convolution kernel constrained 2-D autoregressive modeling.
Proceedings of the IEEE International Conference on Image Processing, 2013

Synthesis distortion estimation in 3D video using frequency and spatial analysis.
Proceedings of the IEEE International Conference on Image Processing, 2013

Low Bit-Rate Subpixel-Based Color Image Compression.
Proceedings of the 2013 Data Compression Conference, 2013

2012
Joint Demosaicing and Subpixel-Based Down-Sampling for Bayer Images: A Fast Frequency-Domain Analysis Approach.
IEEE Trans. Multim., 2012

Antialiasing Filter Design for Subpixel Downsampling via Frequency-Domain Analysis.
IEEE Trans. Image Process., 2012

Novel 2-D MMSE Subpixel-Based Image Down-Sampling.
IEEE Trans. Circuits Syst. Video Technol., 2012

From 2D Extrapolation to 1D Interpolation: Content Adaptive Image Bit-Depth Expansion.
Proceedings of the 2012 IEEE International Conference on Multimedia and Expo, 2012

Analytical study of RGB vertical stripe and RGBX square-shaped subpixel arrangements.
Proceedings of the 19th IEEE International Conference on Image Processing, 2012

Color image denoising based on multichannel non-local means fusion.
Proceedings of the 19th IEEE International Conference on Image Processing, 2012

Super resolution for subpixel-based downsampled images.
Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2012

2011
Novel RD-Optimized VBSME With Matching Highly Data Re-Usable Hardware Architecture.
IEEE Trans. Circuits Syst. Video Technol., 2011

Subpixel-Based Image Down-Sampling With Min-Max Directional Error for Stripe Display.
IEEE J. Sel. Top. Signal Process., 2011

Sub-pixel downsampling of video with matching highly data re-use hardware architecture.
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2011), 2011

How anti-aliasing filter affects image contrast: An analysis from majorization theory perspective.
Proceedings of the 2011 IEEE International Conference on Multimedia and Expo, 2011

Data hiding in dot diffused halftone images.
Proceedings of the 2011 IEEE International Conference on Multimedia and Expo, 2011

Adaptive joint demosaicing and Subpixel-based Down-sampling for Bayer image.
Proceedings of the 2011 IEEE International Conference on Multimedia and Expo, 2011

Multi-scale analysis of color and texture for salient object detection.
Proceedings of the 18th IEEE International Conference on Image Processing, 2011

Image Interpolation Using Autoregressive Model and Gauss-Seidel Optimization.
Proceedings of the Sixth International Conference on Image and Graphics, 2011

Anti-aliasing filter for subpixel down-sampling based on frequency analysis.
Proceedings of the IEEE International Conference on Acoustics, 2011

2010
Subpixel-based down-sampling via Min-Max Directional Error.
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2010), May 30, 2010

A highly data reusable and standard-compliant motion estimation hardware architecture.
Proceedings of the 2010 IEEE International Conference on Multimedia and Expo, 2010

Novel 2-D MMSE subpixel-based image down-sampling for matrix displays.
Proceedings of the IEEE International Conference on Acoustics, 2010

2009
Reweighted Compressive Sampling for image compression.
Proceedings of the 2009 Picture Coding Symposium, 2009

Frequency Selection and Merging with Universal Matrices for Color Filter Array Demosaicking.
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2009), 2009

A New Adaptive Subpixel-based Downsampling Scheme using Edge Detection.
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2009), 2009

Perceptual compressive sensing for image signals.
Proceedings of the 2009 IEEE International Conference on Multimedia and Expo, 2009

LMMSE frequency merging for demosaicking.
Proceedings of the 2009 IEEE International Conference on Multimedia and Expo, 2009

Subpixel-based image downsampling-some analysis and observation.
Proceedings of the 2009 IEEE International Conference on Multimedia and Expo, 2009

An LMMSE-based merging approach for subpixel-based downsampling.
Proceedings of the 17th European Signal Processing Conference, 2009


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