Hao Zheng (郑浩)

I am earning my Master degree at School of Optoelectronic Engineering, Xi’an Technological University, supervised by A.P. Guohui Wang.

My research interests focus on Deep Learning, Computer Vision, and Image Processing.

Email  /  ResearchGate  /  Github

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Publications
Swin-MLP: A Strawberry Appearance Quality identification method based on Swin Transformer and multi-layer perceptron
Hao Zheng , Guohui Wang , Xuchen Li


Journal of Food Measurement and Characterization, 2022; 16:2789–2800  DOI

Identifying strawberry appearance quality by Vision Transformers and support vector machine
Hao Zheng , Guohui Wang , Xuchen Li


Journal of Food Process and Engineering, 2022; e14132  DOI

YOLOX-Dense-CT: a detection algorithm for cherry tomatoes based on YOLOX and DenseNet
Hao Zheng , Guohui Wang , Xuchen Li


Journal of Food Measurement and Characterization, 2022; 16:4788–4799  DOI

A Robust Checkerboard Corner Detection Method for Camera Calibration Based on Improved YOLOX
Guohui Wang , Hao Zheng , Xuan Zhang


Frontiers in Physics, 2022; 9:819019  DOI

ResNeXt-SVM: a novel strawberry appearance quality identification method based on ResNeXt network and support vector machine
Guohui Wang , Hao Zheng , Xuchen Li


Journal of Food Measurement and Characterization, 2023  DOI

3D Reconstruction of Non-Lambertian Surfaces by Perspective Shape-From-Shading With Fast Viscosity Solution
Guohui Wang , Hao Zheng


Frontiers in Physics, 2022; 9:817102  DOI

Recognizing strawberry appearance quality using different combinations of deep feature and classifiers
Xuchen Li, Changlong Cai, Hao Zheng , Hongfei Zhu


Journal of Food Process and Engineering, 2022; e13982  DOI

A New Calibration Method of Stereo Line-Scan Cameras for 2D Coordinate Measurement
Guohui Wang , Linjie Zhao, Hao Zheng


Frontiers in Physics, 2022; 10:892157  DOI

E-AlexNet: quality evaluation of strawberry based on machine learning
Jiangong Ni, Jiyue Gao, Juan Li, Haoyan Yang, Hao Zheng , Zhongzhi Han


Journal of Food Measurement and Characterization, 2021; 15:4530–4541  DOI

Conferences

Deep learning-based image detection and classification technology under complex background

In proceeding of the 2022 Computational Optical Measurement and Education (COME), Xi'an, China, 2022, 24-25/June

Rewards

2021-2022学年度《人民日报》全国100名研究生国家奖学金获奖学生优秀代表

2022年硕士研究生国家奖学金

2021-2022学年社会奖学金

2020-2021学年一等学业奖学金

Competitions

“华为杯”第十八届研究生数学建模竞赛 全国一等奖

“中国光谷·华为杯”第十九届研究生数学建模竞赛 全国二等奖

第十六届中国研究生电子设计竞赛 全国三等奖、西北赛区一等奖

第八届中国国际“互联网+”大学生创新创业大赛 陕西省银奖、铜奖

第十六届中国研究生电子设计竞赛—商业赛 西北赛区二等奖

第十七届中国研究生电子设计竞赛—商业赛 西北赛区二等奖

第十一届全国大学生数学竞赛 全国三等奖、山东省二等奖