Search Results for author: Youmin Zhang

Found 5 papers, 2 papers with code

Auto-Detection of Tibial Plateau Angle in Canine Radiographs Using a Deep Learning Approach

no code implementations24 Feb 2021 Masuda Akter Tonima, F M Anim Hossain, Austin Dehart, Youmin Zhang

Stifle joint issues are a major cause of lameness in dogs and it can be a significant marker for various forms of diseases or injuries.

Object Detection

Lightweight Combinational Machine Learning Algorithm for Sorting Canine Torso Radiographs

no code implementations22 Feb 2021 Masuda Akter Tonima, Fatemeh Esfahani, Austin Dehart, Youmin Zhang

The veterinary field lacks automation in contrast to the tremendous technological advances made in the human medical field.

HMFlow: Hybrid Matching Optical Flow Network for Small and Fast-Moving Objects

no code implementations19 Nov 2020 Suihanjin Yu, Youmin Zhang, Chen Wang, Xiao Bai, Liang Zhang, Edwin R. Hancock

To address this problem, we introduce a lightweight but effective Global Matching Component (GMC) to grab global matching features.

Optical Flow Estimation

Adaptive Unimodal Cost Volume Filtering for Deep Stereo Matching

2 code implementations9 Sep 2019 Youmin Zhang, Yimin Chen, Xiao Bai, Suihanjin Yu, Kun Yu, Zhiwei Li, Kuiyuan Yang

However, disparity is just a byproduct of a matching process modeled by cost volume, while indirectly learning cost volume driven by disparity regression is prone to overfitting since the cost volume is under constrained.

Disparity Estimation Stereo Matching +1

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