Automated Steel Bar Counting and Center Localization with Convolutional Neural Networks

1 code implementation • 3 Jun 2019 • Zhun Fan, Jiewei Lu, Benzhang Qiu, Tao Jiang, Kang An, Alex Noel Josephraj, Chuliang Wei

The proposed CNN-DC can achieve 99. 26% accuracy for steel bar counting and 4. 1% center offset for center localization on the established steel bar dataset, which demonstrates that the proposed CNN-DC can perform well on automated steel bar counting and center localization.

Clustering

Automated Strabismus Detection for Telemedicine Applications

1 code implementation • 9 Sep 2018 • Jiewei Lu, Zhun Fan, Ce Zheng, Jingan Feng, Longtao Huang, Wenji Li, Erik D. Goodman

Telemedicine, which has great potential to alleviate the growing demand of the diagnosis of ophthalmologic diseases, is an effective method to achieve timely strabismus detection.

Automatic Pavement Crack Detection Based on Structured Prediction with the Convolutional Neural Network

1 code implementation • 1 Feb 2018 • Zhun Fan, Yuming Wu, Jiewei Lu, Wenji Li

In this paper, a supervised method based on deep learning is proposed, which has the capability of dealing with different pavement conditions.

Multi-Label Classification Structured Prediction

A Hierarchical Image Matting Model for Blood Vessel Segmentation in Fundus images

no code implementations • 4 Jan 2017 • Zhun Fan, Jiewei Lu, Wenji Li, Caimin Wei, Han Huang, Xinye Cai, Xinjian Chen

In this paper, a hierarchical image matting model is proposed to extract blood vessels from fundus images.

Image Matting Segmentation