I work at the College of Electronic Information and Optical Engineering, Nankai University, as a research associate. My research interests include deep learning, compressed sensing, image processing, Internet of Things and computer vision. I have published 10+ papers with .

Furthermore, I have a strong interest in robotics technology. I participated in the 2015 National Undergraduate Electronics Design Contest, where I designed and built an autonomous quadrotor UAV, which won the National First Prize. I designed the first generation of half-size Micromouse in China in collaboration with Ruobin Wang and promoted it to the Tianjin Micromouse Challenge. If you have any question, please feel free to email at zhengbw@nankai.edu.cn.

🔥 News

2022.06: 🎉🎉 Receive my Ph.D. from Nankai University.
2022.06: 🎉🎉 Join the College of Electronic Information and Optical Engineering, Nankai University.

📝 Publications

LD-CSNet: A Latent Diffusion-Based Architecture for Perceptual Compressed Sensing, Bowen Zheng, Guiling Sun, Liang Dong, Sirui Wang, Neural Networks, 2024.
Vegetable Size Measurement Based on Stereo Camera and Keypoints Detection, Bowen Zheng, Guiling Sun, Zhaonan Meng, Ruili Nan, Sensors, 2022.
Fully Learnable Model for Task-Driven Image Compressed Sensing, Bowen Zheng, Jianping Zhang, Guiling Sun, Xiangnan Ren, Sensors, 2021.
EnGe-CSNet: A Trainable Image Compressed Sensing Model Based on Variational Encoder and Generative Networks, Bowen Zheng, Jianping Zhang, Guiling Sun, Xiangnan Ren, Electronics, 2021.
A crop image segmentation and extraction algorithm based on Mask RCNN, Shijie Wang, Guiling Sun, Bowen Zheng, Yawen Du, Entropy, 2021.
Extraction and research of crop feature points based on computer vision, Jingwen Cui, Jianping Zhang, Guiling Sun, Bowen Zheng, Entropy, 2019.
Compressive sparse data gathering with low-rank and total variation in wireless sensor networks, Yi Xu, Guiling Sun, Tianyu Geng, Bowen Zheng, IEEE Access, 2019.
Data recovery in wireless sensor networks based on low rank and short-term stability, Xiaochao Liu, Guiling Sun, Zhouzhou Li, Bowen Zheng, IEEE Access, 2019.

🏆 Honors and Awards

2021.12, National 2st Prize of National Undergraduate Electronics Design Contest (As a coach).
2020.01, 3rd place in the 2020 Techfest International Micromouse Challenge.
2019.09, 8th place in the Tianjin Students’ “Internet+” Innovation and Entrepreneurship Competition.
2018.04, 1st Prize of the 3rd “Dream+” Innovation and Entrepreneurship Competition of Nankai University.
2017.12, 1st Prize of the 6th Tianjin Undergraduate Micromouse Competition.
2017.11, National Scholarship.
2015.09, National 1st Prize of National Undergraduate Electronics Design Contest.

📖 Educations

2018.09 - 2022.06, Ph.D., Nankai University, Tianjin.
2016.09 - 2018.06, Master, Nankai University, Tianjin.
2012.09 - 2016.06, Undergraduate, Nankai University, Tianjin.

💻 Projects

2018.01-2021.12, Participation in the National Natural Science Foundation of China, Research on key technologies for image acquisition in wireless sensor networks incorporating compressed sensing and low-rank theory.
2019.01-2021.12, Participation in the Tianjin Science and Technology Support Plan Major Special Project, Establishment and Implementation of Multi-parameter Total Process Information Collection and Intelligent Decision-making Supervision System for Smart Agriculture.
2017.10-2020.09, Participation in the Tianjin Science and Technology Major Special Projects and Engineering, Research and development of e-commerce and quality and safety traceability system for agricultural products.

🎮 Additional Works

Micromouse

Designed a half-size Micromouse in collaboration with Ruobin Wang.