I am currently in the Civil Engineering, Israel Institute of Technology , under the supervision of Professor. Sagi Filin.
I received my Bachelor’s degree and MSc degree in Wuhan University in Wuhan, China, where I was a member of the 2013 Leading Engineering Project in Geomatics Engineering and 2017 Project in Navigation, Guidance and Control.

Research

My research interests mainly lie in Sensor Fusion, Autonomous Mapping, Cognition-level Scene Understanding and 3D modelling and Geometric Deep Learning.
I started my research as working with GNSS/INS/LiDAR and mobile mapping at 2017. Most recent publications of mine are about neighbor definition and robust measures (tensor and L1-PCA) for classification, point-set denoising and neural point cloud upsampling and 3D modelling of complex shapes (trees).

Publications

• Tian Zhang, Tian Zhang, Sagi Filin. “Spatio-temporal registration of plants non-rigid 3-D structures”. Accepted to ISPRS Journal of Photogrammetry and remote sensing.
• Tian Zhang, Sagi Filin. “DEEP-LEARNING-BASED POINT CLOUD UPSAMPLING OF NATURAL ENTITIES AND SCENES”. Accepted to ISPRS CONGRESS 2022.
• Joelle Abu-Hani, Tian Zhang, Sagi Filin. “HIGH FIDELITY EDGE AWARE NORMAL ESTIMATION FOR LOW RESOLUTION AND NOISY POINT CLOUDS OF HERITAGE SITES”. Accepted to ISPRS CONGRESS 2022.
• Tian Zhang, Joelle Abu-Hani, Sagi Filin. “SHAPE PRESERVING NOISE ATTENUATION MODEL FOR 3-D-MODELING OF HERITAGE SITES BY PORTABLE LASER SCANS”. Accepted to 3D-ARCH 2022.
• Tian Zhang, Sagi Filin. “LEAF-WOOD SEPARATION AND TREE SKELETONIZATION FROM LOW RESOLUTION AND NOISY 3-D POINT CLOUDS”. Accepted to SilviLaser 2021.
• Yidong Lou, Tian Zhang, Jian Tang, Weiwei Song, Yi Zhang, Liang Chen. “A Fast Algorithm for Rail Extraction Using Mobile Laser Scanning Data”. Accepted to Remote Sens. 2018, 10(12), 1998.

Honors and Awards

• Full Scholarship for Graduate Students.
  Technion - Israel Institute of Technology, 2020.
• National Scholarship for Master students (Top 1%, RMB ¥ 20,000).
  Ministry of Education of P.R. China. 2019.
• The First Prize Scholarship of Wuhan University (Top 2%, RMB ¥ 5,000).
  Wuhan University, CHINA. 2019.
• 2nd Prize, China Graduate Contest on Application, Design and Innovation of Mobile Terminal (Top 10%, RMB ¥ 5,000).
  China Academic Degrees and Graduate Education Development Center (CDGDC). 2018.
• Advanced Individuals in the China Graduate Innovation Practice Competition of Wuhan University
  Wuhan University, CHINA. 2018.
• Graduate Entrance Scholarship of Wuhan University
  Wuhan University, CHINA. 2017.
• Triple Winnner of Scholarship for Outstanding Students
  Wuhan University, CHINA. 2014-2016.