b'Lu Fang'

research

∙ 08/25/2023

SVQNet: Sparse Voxel-Adjacent Query Network for 4D Spatio-Temporal LiDAR Semantic Segmentation

LiDAR-based semantic perception tasks are critical yet challenging for a...

0 Xuechao Chen, et al. ∙

research

∙ 07/19/2023

ClickSeg: 3D Instance Segmentation with Click-Level Weak Annotations

3D instance segmentation methods often require fully-annotated dense lab...

0 Leyao Liu, et al. ∙

research

∙ 07/06/2023

EffLiFe: Efficient Light Field Generation via Hierarchical Sparse Gradient Descent

With the rise of Extended Reality (XR) technology, there is a growing ne...

0 Yijie Deng, et al. ∙

research

∙ 01/23/2023

Crowd3D: Towards Hundreds of People Reconstruction from a Single Image

Image-based multi-person reconstruction in wide-field large scenes is cr...

0 Hao Wen, et al. ∙

research

∙ 06/20/2022

Geo-NI: Geometry-aware Neural Interpolation for Light Field Rendering

In this paper, we present a Geometry-aware Neural Interpolation (Geo-NI)...

0 Gaochang Wu, et al. ∙

research

∙ 06/08/2021

LocalTrans: A Multiscale Local Transformer Network for Cross-Resolution Homography Estimation

Cross-resolution image alignment is a key problem in multiscale gigapixe...

0 Ruizhi Shao, et al. ∙

research

∙ 05/07/2021

A^2-FPN: Attention Aggregation based Feature Pyramid Network for Instance Segmentation

Learning pyramidal feature representations is crucial for recognizing ob...

0 Miao Hu, et al. ∙

research

∙ 04/30/2021

RobustFusion: Robust Volumetric Performance Reconstruction under Human-object Interactions from Monocular RGBD Stream

High-quality 4D reconstruction of human performance with complex interac...

0 Zhuo Su, et al. ∙

research

∙ 04/14/2021

Revisiting Light Field Rendering with Deep Anti-Aliasing Neural Network

The light field (LF) reconstruction is mainly confronted with two challe...

18 Gaochang Wu, et al. ∙

research

∙ 03/29/2021

Data-Uncertainty Guided Multi-Phase Learning for Semi-Supervised Object Detection

In this paper, we delve into semi-supervised object detection where unla...

0 Zhenyu Wang, et al. ∙

research

∙ 03/24/2021

Light Field Reconstruction Using Convolutional Network on EPI and Extended Applications

In this paper, a novel convolutional neural network (CNN)-based framewor...

4 Gaochang Wu, et al. ∙

research

∙ 02/16/2021

LEAD: LiDAR Extender for Autonomous Driving

3D perception using sensors under vehicle industrial standard is the rig...

0 Jianing Zhang, et al. ∙

research

∙ 08/26/2020

Large-scale neuromorphic optoelectronic computing with a reconfigurable diffractive processing unit

Application-specific optical processors have been considered disruptive ...

37 Tiankuang Zhou, et al. ∙

research

∙ 07/05/2020

Spatial-Angular Attention Network for Light Field Reconstruction

Learning-based light field reconstruction methods demand in constructing...

0 Gaochang Wu, et al. ∙

research

∙ 05/27/2020

Zoom in to the details of human-centric videos

Presenting high-resolution (HR) human appearance is always critical for ...

0 Guanghan Li, et al. ∙

research

∙ 05/26/2020

SurfaceNet+: An End-to-end 3D Neural Network for Very Sparse Multi-view Stereopsis

Multi-view stereopsis (MVS) tries to recover the 3D model from 2D images...

28 Mengqi Ji, et al. ∙

research

∙ 04/13/2020

MulayCap: Multi-layer Human Performance Capture Using A Monocular Video Camera

We introduce MulayCap, a novel human performance capture method using a ...

0 Zhaoqi Su, et al. ∙

research

∙ 03/14/2020

OccuSeg: Occupancy-aware 3D Instance Segmentation

3D instance segmentation, with a variety of applications in robotics and...

0 Lei Han, et al. ∙

research

∙ 03/10/2020

PANDA: A Gigapixel-level Human-centric Video Dataset

We present PANDA, the first gigaPixel-level humAN-centric viDeo dAtaset,...

15 Xueyang Wang, et al. ∙

research

∙ 12/03/2019

PyTorch: An Imperative Style, High-Performance Deep Learning Library

Deep learning frameworks have often focused on either usability or speed...

90 Adam Paszke, et al. ∙

research

∙ 08/30/2019

EventCap: Monocular 3D Capture of High-Speed Human Motions using an Event Camera

The high frame rate is a critical requirement for capturing fast human m...

6 Lan Xu, et al. ∙

research

∙ 02/17/2019

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

For dense sampled light field (LF) reconstruction problem, existing appr...

18 Gaochang Wu, et al. ∙

research

∙ 12/29/2018

SPI-Optimizer: an integral-Separated PI Controller for Stochastic Optimization

To overcome the oscillation problem in the classical momentum-based opti...

28 Dan Wang, et al. ∙

research

∙ 12/26/2018

RegNet: Learning the Optimization of Direct Image-to-Image Pose Registration

Direct image-to-image alignment that relies on the optimization of photo...

6 Lei Han, et al. ∙

research

∙ 07/27/2018

CrossNet: An End-to-end Reference-based Super Resolution Network using Cross-scale Warping

The Reference-based Super-resolution (RefSR) super-resolves a low-resolu...

10 Haitian Zheng, et al. ∙

research

∙ 09/18/2017

Beyond SIFT using Binary features for Loop Closure Detection

In this paper a binary feature based Loop Closure Detection (LCD) method...

0 Lei Han, et al. ∙

research

∙ 08/05/2017

SurfaceNet: An End-to-end 3D Neural Network for Multiview Stereopsis

This paper proposes an end-to-end learning framework for multiview stere...

0 Mengqi Ji, et al. ∙

research

∙ 07/18/2017

Halftone Image Watermarking by Content Aware Double-sided Embedding Error Diffusion

In this paper, we carry out a performance analysis from a probabilistic ...

0 Yuanfang Guo, et al. ∙

research

∙ 02/28/2017

MILD: Multi-Index hashing for Loop closure Detection

Loop Closure Detection (LCD) has been proved to be extremely useful in g...

0 Lei Han, et al. ∙

research

∙ 10/29/2016

FlyCap: Markerless Motion Capture Using Multiple Autonomous Flying Cameras

Aiming at automatic, convenient and non-instrusive motion capture, this ...

0 Lan Xu, et al. ∙

research

∙ 10/06/2016

Utilizing High-level Visual Feature for Indoor Shopping Mall Navigation

Towards robust and convenient indoor shopping mall navigation, we propos...

0 Ziwei Xu, et al. ∙

research

∙ 12/21/2015

Deep Learning for Surface Material Classification Using Haptic And Visual Information

When a user scratches a hand-held rigid tool across an object surface, a...

0 Haitian Zheng, et al. ∙

Lu Fang

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