Search Results for author: Zhengyu Huang

Found 5 papers, 2 papers with code

Unsupervised Learning Based Focal Stack Camera Depth Estimation

no code implementations14 Mar 2022 Zhengyu Huang, Weizhi Du, Theodore B. Norris

We propose an unsupervised deep learning based method to estimate depth from focal stack camera images.

Depth Estimation

Interactive 3D Character Modeling from 2D Orthogonal Drawings with Annotations

no code implementations27 Jan 2022 Zhengyu Huang, Haoran Xie, Tsukasa Fukusato

We propose an interactive 3D character modeling approach from orthographic drawings (e. g., front and side views) based on 2D-space annotations.

dualFace:Two-Stage Drawing Guidance for Freehand Portrait Sketching

1 code implementation26 Apr 2021 Zhengyu Huang, Yichen Peng, Tomohiro Hibino, Chunqi Zhao, Haoran Xie, Tsukasa Fukusato, Kazunori Miyata

In the stage of local guidance, we synthesize detailed portrait images with a deep generative model from user-drawn contour lines, but use the synthesized results as detailed drawing guidance.

ES-Net: An Efficient Stereo Matching Network

1 code implementation5 Mar 2021 Zhengyu Huang, Theodore B. Norris, Panqu Wang

Dense stereo matching with deep neural networks is of great interest to the research community.

Autonomous Driving Stereo Depth Estimation +2

Momentum-Net: Fast and convergent iterative neural network for inverse problems

no code implementations26 Jul 2019 Il Yong Chun, Zhengyu Huang, Hongki Lim, Jeffrey A. Fessler

Iterative neural networks (INN) are rapidly gaining attention for solving inverse problems in imaging, image processing, and computer vision.

Image Reconstruction regression

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