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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...
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07/19/2023
ClickSeg: 3D Instance Segmentation with Click-Level Weak Annotations
3D instance segmentation methods often require fully-annotated dense lab...
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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...
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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...
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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)...
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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...
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05/07/2021
A^2-FPN: Attention Aggregation based Feature Pyramid Network for Instance Segmentation
Learning pyramidal feature representations is crucial for recognizing ob...
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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...
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04/14/2021
Revisiting Light Field Rendering with Deep Anti-Aliasing Neural Network
The light field (LF) reconstruction is mainly confronted with two challe...
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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...
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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...
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02/16/2021
LEAD: LiDAR Extender for Autonomous Driving
3D perception using sensors under vehicle industrial standard is the rig...
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08/26/2020
Large-scale neuromorphic optoelectronic computing with a reconfigurable diffractive processing unit
Application-specific optical processors have been considered disruptive ...
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07/05/2020
Spatial-Angular Attention Network for Light Field Reconstruction
Learning-based light field reconstruction methods demand in constructing...
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05/27/2020
Zoom in to the details of human-centric videos
Presenting high-resolution (HR) human appearance is always critical for ...
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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...
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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 ...
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03/14/2020
OccuSeg: Occupancy-aware 3D Instance Segmentation
3D instance segmentation, with a variety of applications in robotics and...
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03/10/2020
PANDA: A Gigapixel-level Human-centric Video Dataset
We present PANDA, the first gigaPixel-level humAN-centric viDeo dAtaset,...
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12/03/2019
PyTorch: An Imperative Style, High-Performance Deep Learning Library
Deep learning frameworks have often focused on either usability or speed...
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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...
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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...
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12/29/2018
SPI-Optimizer: an integral-Separated PI Controller for Stochastic Optimization
To overcome the oscillation problem in the classical momentum-based opti...
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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...
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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...
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09/18/2017
Beyond SIFT using Binary features for Loop Closure Detection
In this paper a binary feature based Loop Closure Detection (LCD) method...
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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...
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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 ...
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02/28/2017
MILD: Multi-Index hashing for Loop closure Detection
Loop Closure Detection (LCD) has been proved to be extremely useful in g...
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10/29/2016
FlyCap: Markerless Motion Capture Using Multiple Autonomous Flying Cameras
Aiming at automatic, convenient and non-instrusive motion capture, this ...
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10/06/2016
Utilizing High-level Visual Feature for Indoor Shopping Mall Navigation
Towards robust and convenient indoor shopping mall navigation, we propos...
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12/21/2015