Search Results for author: Jia Zheng

Found 10 papers, 8 papers with code

PlankAssembly: Robust 3D Reconstruction from Three Orthographic Views with Learnt Shape Programs

1 code implementation ICCV 2023 Wentao Hu, Jia Zheng, Zixin Zhang, Xiaojun Yuan, Jian Yin, Zihan Zhou

In this paper, we develop a new method to automatically convert 2D line drawings from three orthographic views into 3D CAD models.

3D Reconstruction

Deep Learning Assisted Optimization for 3D Reconstruction from Single 2D Line Drawings

no code implementations6 Sep 2022 Jia Zheng, Yifan Zhu, Kehan Wang, Qiang Zou, Zihan Zhou

In this paper, we revisit the long-standing problem of automatic reconstruction of 3D objects from single line drawings.

3D Reconstruction

MINERVAS: Massive INterior EnviRonments VirtuAl Synthesis

no code implementations13 Jul 2021 Haocheng Ren, Hao Zhang, Jia Zheng, Jiaxiang Zheng, Rui Tang, Yuchi Huo, Hujun Bao, Rui Wang

With the rapid development of data-driven techniques, data has played an essential role in various computer vision tasks.

2D Semantic Segmentation Depth Estimation +1

Learning to Reconstruct 3D Non-Cuboid Room Layout from a Single RGB Image

1 code implementation16 Apr 2021 Cheng Yang, Jia Zheng, Xili Dai, Rui Tang, Yi Ma, Xiaojun Yuan

Single-image room layout reconstruction aims to reconstruct the enclosed 3D structure of a room from a single image.

Room Layout Estimation

Layout-Guided Novel View Synthesis from a Single Indoor Panorama

1 code implementation CVPR 2021 Jiale Xu, Jia Zheng, Yanyu Xu, Rui Tang, Shenghua Gao

Then, we leverage the room layout prior, a strong structural constraint of the indoor scene, to guide the generation of target views.

Novel View Synthesis

Learning to Recommend Frame for Interactive Video Object Segmentation in the Wild

1 code implementation CVPR 2021 Zhaoyuan Yin, Jia Zheng, Weixin Luo, Shenhan Qian, Hanling Zhang, Shenghua Gao

This paper proposes a framework for the interactive video object segmentation (VOS) in the wild where users can choose some frames for annotations iteratively.

Interactive Video Object Segmentation

Structured3D: A Large Photo-realistic Dataset for Structured 3D Modeling

1 code implementation ECCV 2020 Jia Zheng, Junfei Zhang, Jing Li, Rui Tang, Shenghua Gao, Zihan Zhou

Recently, there has been growing interest in developing learning-based methods to detect and utilize salient semi-global or global structures, such as junctions, lines, planes, cuboids, smooth surfaces, and all types of symmetries, for 3D scene modeling and understanding.

Room Layout Estimation

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