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Ziheng Zhang

Master Student of Computer Vision

ShanghaiTech University

Biography

Ziheng Zhang is a master student at the School of Information Science and Techology, ShanghaiTech University. His research insterests include computer vision and deep learning. Before coming to ShanghaiTech University, he receives his BSc. Degree from Xidian University, Xi`An, China. He is currently looking for research assistant position (Jul.2019-Jan.2020) and doctoral program (Spring, 2020) in computer science.

Interests

  • Computer Vision
  • Deep Learning

Education

  • MSc in Computer Science, 2016-now

    ShanghaiTech University

  • BSc in Aerospace Science and Technology, 2012-2016

    Xidian University

Projects

PPGNet: Learning Point-Pair Graph for Line Segment Detection

In The IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2019
In this paper, we present a novel framework to detect line segments in man-made environments. Specifically, we propose to describe …
Ziheng Zhang*, Zhengxin Li*, Ning Bi, Jia Zheng, Jinlei Wang, Kun Huang, Weixin Luo, Yanyu Xu, Shenghua Gao (* equal contribution)
PDF Code Poster Dataset (BaiduPan, code:2f4e) Dataset (Google Drive)

Learning Semantics-aware Distance Map with Semantics Layering Network for Amodal Instance Segmentation

In 27th ACM International Conference on Multimedia (ACM MM), 2019
In this work, we demonstrate yet another approach to tackle the amodal segmentation problem. Specifically, we first introduce a new …
Ziheng Zhang, Anpei Chen, Ling Xie, Jingyi Yu, Shenghua Gao 
PDF Code

SUNNet: A Novel Framework for Simultaneous Human Parsing and Pose Estimation

Submitted to BMVC19
This paper presents a novel Separation-and-UnioN Network (SUNNet) for simultaneous human parsing and pose estimation. Our SUNNet …
Yanyu Xu, Zhixin Piao, Wen Liu, Ziheng Zhang, Jingyi Yu, Shenghua Gao 

Photo-Realistic Facial Details Synthesis from Single Image

Preprint@arXiv:1903.10873 (submitted to ICCV19)
We present a single-image 3D face synthesis technique that can handle challenging facial expressions while recovering fine geometric …
Anpei Chen, Zhang Chen, Guli Zhang, Ziheng Zhang, Kenny Mitchell, Jingyi Yu 
PDF

RGBD Based Gaze Estimation via Multi-task CNN

In Thirty-Third AAAI Conference on Artificial Intelligence (AAAI-19)
This paper tackles RGBD based gaze estimation with Convolutional Neural Networks (CNNs). Specifically, we propose to decompose gaze …
Dongze Lian*, Ziheng Zhang*, Weixin Luo, Lina Hu, Minye Wu, Zechao Li, Jingyi Yu, Shenghua Gao (* equal contribution)
PDF

Saliency Detection in 360° Videos

In Proceedings of the European Conference on Computer Vision, 2018
This paper presents a novel spherical convolutional neural network based scheme for saliency detection for 360 videos. Specifically, in …
Ziheng Zhang*, Yanyu Xu*, Jingyi Yu, Shenghua Gao (* equal contribution)
PDF Code Dataset (BaiduPan, code:2f4e)

2nd place in WebVision Challenge on Image Classification Task (Top University Team)

Technology Report
This report aims to study how to train a deep learning based classifier when only large scale noisy dataset is available. In order to …
Ziheng Zhang, Jia Zheng, Shenghua Gao, Yi Ma 
PDF Results URL

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