Di Kang | DeepAI

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126 publications
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97 publications
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84 publications
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Chi-Wing Fu
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∙ 07/11/2023

Neural Point-based Volumetric Avatar: Surface-guided Neural Points for Efficient and Photorealistic Volumetric Head Avatar

Rendering photorealistic and dynamically moving human heads is crucial f...

0 Cong Wang, et al. ∙

∙ 03/15/2023

Skinned Motion Retargeting with Residual Perception of Motion Semantics Geometry

A good motion retargeting cannot be reached without reasonable considera...

0 Jiaxu Zhang, et al. ∙

∙ 03/15/2023

HFGD: High-level Feature Guided Decoder for Semantic Segmentation

Commonly used backbones for semantic segmentation, such as ResNet and Sw...

0 Ye Huang, et al. ∙

∙ 02/02/2023

Get3DHuman: Lifting StyleGAN-Human into a 3D Generative Model using Pixel-aligned Reconstruction Priors

Fast generation of high-quality 3D digital humans is important to a vast...

0 Zhangyang Xiong, et al. ∙

∙ 01/17/2023

Audio2Gestures: Generating Diverse Gestures from Audio

People may perform diverse gestures affected by various mental and physi...

0 Jing Li, et al. ∙

∙ 01/15/2023

Learning Audio-Driven Viseme Dynamics for 3D Face Animation

We present a novel audio-driven facial animation approach that can gener...

0 Linchao Bao, et al. ∙

∙ 01/11/2023

CARD: Semantic Segmentation with Efficient Class-Aware Regularized Decoder

Semantic segmentation has recently achieved notable advances by exploiti...

0 Ye Huang, et al. ∙

∙ 11/25/2022

FFHQ-UV: Normalized Facial UV-Texture Dataset for 3D Face Reconstruction

We present a large-scale facial UV-texture dataset that contains over 50...

0 Haoran Bai, et al. ∙

∙ 09/27/2022

NEURAL MARIONETTE: A Transformer-based Multi-action Human Motion Synthesis System

We present a neural network-based system for long-term, multi-action hum...

0 Weiqiang Wang, et al. ∙

∙ 08/25/2022

Learning to Construct 3D Building Wireframes from 3D Line Clouds

Line clouds, though under-investigated in the previous work, potentially...

10 Yicheng Luo, et al. ∙

∙ 08/23/2022

PIFu for the Real World: A Self-supervised Framework to Reconstruct Dressed Human from Single-view Images

It is very challenging to accurately reconstruct sophisticated human geo...

4 Zhangyang Xiong, et al. ∙

∙ 07/04/2022

Comparing Unit Trains versus Manifest Trains for the Risk of Rail Transport of Hazardous Materials – Part II: Application and Case Study

Built upon the risk analysis methodology (presented in the part I paper)...

0 Di Kang, et al. ∙

∙ 07/04/2022

Comparing Unit Trains versus Manifest Trains for the Risk of Rail Transport of Hazardous Materials – Part I: Risk Analysis Methodology

Transporting hazardous materials (hazmats) using tank cars has more sign...

0 Di Kang, et al. ∙

∙ 06/14/2022

Semi-signed neural fitting for surface reconstruction from unoriented point clouds

Reconstructing 3D geometry from unoriented point clouds can benefit many...

0 Runsong Zhu, et al. ∙

∙ 03/18/2022

REALY: Rethinking the Evaluation of 3D Face Reconstruction

The evaluation of 3D face reconstruction results typically relies on a r...

0 Zenghao Chai, et al. ∙

∙ 03/14/2022

CAR: Class-aware Regularizations for Semantic Segmentation

Recent segmentation methods, such as OCR and CPNet, utilizing "class lev...

18 Ye Huang, et al. ∙

∙ 01/24/2022

Consistent 3D Hand Reconstruction in Video via self-supervised Learning

We present a method for reconstructing accurate and consistent 3D hands ...

13 Zhigang Tu, et al. ∙

∙ 11/30/2021

NeRFReN: Neural Radiance Fields with Reflections

Neural Radiance Fields (NeRF) has achieved unprecedented view synthesis ...

0 Yuan-Chen Guo, et al. ∙

∙ 08/15/2021

Audio2Gestures: Generating Diverse Gestures from Speech Audio with Conditional Variational Autoencoders

Generating conversational gestures from speech audio is challenging due ...

0 Jing Li, et al. ∙

∙ 06/25/2021

Animatable Neural Radiance Fields from Monocular RGB Video

We present animatable neural radiance fields for detailed human avatar c...

0 Jianchuan Chen, et al. ∙

∙ 03/22/2021

Model-based 3D Hand Reconstruction via Self-Supervised Learning

Reconstructing a 3D hand from a single-view RGB image is challenging due...

7 Yujin Chen, et al. ∙

∙ 06/28/2020

Joint Hand-object 3D Reconstruction from a Single Image with Cross-branch Feature Fusion

Accurate 3D reconstruction of the hand and object shape from a hand-obje...

22 Yujin Chen, et al. ∙

∙ 05/16/2018

Crowd Counting by Adaptively Fusing Predictions from an Image Pyramid

Because of the powerful learning capability of deep neural networks, cou...

0 Di Kang, et al. ∙

∙ 05/29/2017

Beyond Counting: Comparisons of Density Maps for Crowd Analysis Tasks - Counting, Detection, and Tracking

For crowded scenes, the accuracy of object-based computer vision methods...

0 Di Kang, et al. ∙

∙ 11/21/2016

Crowd Counting by Adapting Convolutional Neural Networks with Side Information

Computer vision tasks often have side information available that is help...

0 Di Kang, et al. ∙

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