Cai YuFan

Extensive practical experience and theoretical knowledge related to AI engineering and data processing algorithms, good at combining physical phenomena with mathematical principles. With some experience in radar data processing, passionate about pursuing innovation and finding efficient solutions.

• Lane detection techniques
• Topological region constraints
• Boundary attention
• Multi-dimensional monitoring
• AI techniques
• Farmland monitoring
• Road monitoring
• Water body monitoring
• Building monitoring
• Geographic data
• SAR-Optical data matching
• Remote sensing segmentation

• Nanjing University of Information Science & Technology (NUIST), Undergraduate Researcher, FPGA-based image filtering technology,

      [1] ZHANG Y, RUI W, CAI Y, SHEN W, "The Electricity Meter Value Image Detection System and The Comparison of Algorithms Based on FPGA," Chinese Science 

     Paper Online, 2018.

      [2] Cai, YuFan, YanYan Zhang, and ChengSheng Pan. 2021. "Lane Detection Based on Adaptive Network of Receptive Field." Security and Communication Networks    

      2021:6618459. doi: 10.1155/2021/6618459.

• Chiba University, Master's Researcher, AI technologies in SAR image processing,

      [3] Cai, Y., and J. T. S. Sumantyo. 2021. Despeckling of Synthetic Aperture Radar Image using Deep-Learning Model. Paper presented at the 2021 7th Asia-Pacific 

       Conference on Synthetic Aperture Radar (APSAR), 1-3 Nov. 2021.

      [4] Cai, Y., and J. T. Sri Sumantyo. 2023. Polsar Despeckling Neural Network Based on Local Texture Filters. Paper presented at the IGARSS 2023 - 2023 IEEE 

      International Geoscience and Remote Sensing Symposium, 16-21 July 2023.

      [5] YuFan Cai, Josaphat Tetuko Sri Sumantyo, KeDi Chen, "Mitigation of Atmospheric Phase Screen effect in InSAR based on Complex Deep Learning Model" 信学技 

      報 IEICE Technical Committee on Space, Aeronautical and Navigational Electronics (SANE) conference and the 4th Seminar on Microwave Remote Sensing (SeMIRES   

      2021), vol. 121, no. 306, SANE2021-68, pp.29-34, 2021 年 12 月.

       [6] Ibrahim, M. H., H. Kashihara, M. A. Munandar, J. Y. Wang, Y. Izumi, J. T. S. Sumantyo, S. Pramono, and Y. Cai. 2023. Scattering Analysis of Polarimetric Inverse 

      SAR Image using Scale Model under Vegetation Canopy. Paper presented at the 2023 8th Asia-Pacific Conference on Synthetic Aperture Radar (APSAR), 23-27, 2023.

       [7] KeDi Chen, Josaphat Tetuko Sri Sumantyo, YuFan Cai, "LOW SIDELOBE NOISE-LFM RADAR WAVEFORM DESIGN" 日本写真測量学会令和 5 年度年次学術講演

       会論文集, JSPRS_23Spring, pp. 85-88, 2023 年 5 月.

• Chiba University, PhD Researcher, Integration of AI technology with remote sensing images