Poliyapram Vinayaraj

Publication Activity (10 Years)

Years Active: 2018-2023
Publications (10 Years): 7

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Publications

Poliyapram Vinayaraj, Alameen Najjar, Kyle Mede
SATPOI-Net: Deep Learning Model to Predict the Point of Interest (POI) from Satellite Imagery. IGARSS (2023)
Poliyapram Vinayaraj, Jeremiah Luke Anderson, Mayank Bansal
A Multi-Task Deep Learning Model for Population and LULC (M2PL-NET) Prediction with Scaling to a People Flow Grid. IGARSS (2022)
Weimin Wang, Poliyapram Vinayaraj, Ryosuke Nakamura
Densification of Airborne Lidar Point Cloud with Fused Encoder-Decoder Networks. IGARSS (2020)
Poliyapram Vinayaraj, Ryu Sugimoto, Ryosuke Nakamura, Yoshio Yamaguchi
Transfer Learning With CNNs for Segmentation of PALSAR-2 Power Decomposition Components. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 13 (2020)
Chakri Lowphansirikul, Kvoung-Sook Kim, Poliyapram Vinayaraj, Suppawong Tuarob
3D Semantic Segmentation of Large-Scale Point-Clouds in Urban Areas Using Deep Learning. KST (2019)
Haoyi Xiu, Poliyapram Vinayaraj, Kyoung-Sook Kim, Ryosuke Nakamura, Wanglin Yan
3D semantic segmentation for high-resolution aerial survey derived point clouds using deep learning (demonstration). SIGSPATIAL/GIS (2018)
Poliyapram Vinayaraj, Nevrez Imamoglu, Ryosuke Nakamura, Atsushi Oda
Investigation on Perceptron Learning for Water Region Estimation Using Large-Scale Multispectral Images. Sensors 18 (12) (2018)