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ORCIDVinayaraj Poliyapram
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2020 – today
- 2023
[c7]Poliyapram Vinayaraj
, Alameen Najjar, Kyle Mede:
SATPOI-Net: Deep Learning Model to Predict the Point of Interest (POI) from Satellite Imagery. IGARSS 2023: 5257-5260- 2022
- [c6]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: 135-138 - 2020
- [j5]Subir Paul, Vinayaraj Poliyapram, Nevrez Imamoglu, Kuniaki Uto, Ryosuke Nakamura, Dasika Nagesh Kumar:
Canopy Averaged Chlorophyll Content Prediction of Pear Trees Using Convolutional Autoencoder on Hyperspectral Data. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 13: 1426-1437 (2020) - [j4]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: 6352-6361 (2020) - [c5]Weimin Wang, Poliyapram Vinayaraj, Ryosuke Nakamura:
Densification of Airborne Lidar Point Cloud with Fused Encoder-Decoder Networks. IGARSS 2020: 2655-2658
2010 – 2019
- 2019
- [j3]Vinayaraj Poliyapram, Weimin Wang, Ryosuke Nakamura:
A Point-Wise LiDAR and Image Multimodal Fusion Network (PMNet) for Aerial Point Cloud 3D Semantic Segmentation. Remote. Sens. 11(24): 2961 (2019) - [c4]Vinayaraj Poliyapram, Nevrez Imamoglu, Ryousuke Nakamura:
Deep Learning Model for Water/Ice/Land Classification Using Large-Scale Medium Resolution Satellite Images. IGARSS 2019: 3884-3887 - [c3]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: 238-243 - 2018
- [j2]Poliyapram Vinayaraj, Nevrez Imamoglu, Ryosuke Nakamura, Atsushi Oda:
Investigation on Perceptron Learning for Water Region Estimation Using Large-Scale Multispectral Images. Sensors 18(12): 4333 (2018) - [c2]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: 588-591 - [c1]Vinayaraj Poliyapram, Yu Oishi, Ryosuke Nakamura:
Development of an Automatic Dynamic Global Water Mask Using Landsat-8 Images. IGARSS 2018: 822-825 - 2017
- [j1]Vinayaraj Poliyapram, Venkatesh Raghavan, Markus Metz, Luca Delucchi, Shinji Masumoto:
Implementation of Algorithm for Satellite-Derived Bathymetry using Open Source GIS and Evaluation for Tsunami Simulation. ISPRS Int. J. Geo Inf. 6(3): 89 (2017)
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