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2020 – today
- 2024
[j6]Bipul Neupane
, Jagannath Aryal, Abbas Rajabifard:
CNNs for remote extraction of urban features: A survey-driven benchmarking. Expert Syst. Appl. 255: 124751 (2024)- [c5]Bipul Neupane, Jagannath Aryal, Abbas Rajabifard:
Open Mutual Learning: Ensemble of CNNS For Urban Building Footprint Extraction with Open Data. IGARSS 2024: 8131-8134 - [c4]Jagannath Aryal, Bipul Neupane:
Building Footprint Data from Earth Observation Contribute to Sustainable City Planning: A Perspective. IGARSS 2024: 9786-9789 - 2023
- [j5]Jagannath Aryal, Bipul Neupane:
Multi-Scale Feature Map Aggregation and Supervised Domain Adaptation of Fully Convolutional Networks for Urban Building Footprint Extraction. Remote. Sens. 15(2): 488 (2023) - [j4]Aakash Thapa, Teerayut Horanont, Bipul Neupane, Jagannath Aryal:
Deep Learning for Remote Sensing Image Scene Classification: A Review and Meta-Analysis. Remote. Sens. 15(19): 4804 (2023) - [c3]Bipul Neupane, Jagannath Aryal, Abbas Rajabifard:
Knowledge Transfer and Model Compression for Misaligned Building Labels. IGARSS 2023: 3632-3635 - [i2]Bipul Neupane, Jagannath Aryal, Abbas Rajabifard:
A novel dual skip connection mechanism in U-Nets for building footprint extraction. CoRR abs/2303.09064 (2023) - [i1]Bipul Neupane, Jagannath Aryal, Abbas Rajabifard:
A Comparative Study of Knowledge Transfer Methods for Misaligned Urban Building Labels. CoRR abs/2311.03867 (2023) - 2022
- [j3]Aakash Thapa, Teerayut Horanont, Bipul Neupane:
Parcel-Level Flood and Drought Detection for Insurance Using Sentinel-2A, Sentinel-1 SAR GRD and Mobile Images. Remote. Sens. 14(23): 6095 (2022) - [j2]Bipul Neupane, Teerayut Horanont, Jagannath Aryal:
Real-Time Vehicle Classification and Tracking Using a Transfer Learning-Improved Deep Learning Network. Sensors 22(10): 3813 (2022) - [c2]Aakash Thapa, Bipul Neupane, Teerayut Horanont:
Object vs Pixel-based Flood/Drought Detection in Paddy Fields using Deep Learning. IIAI-AAI 2022: 455-460 - 2021
- [j1]Bipul Neupane, Teerayut Horanont, Jagannath Aryal:
Deep Learning-Based Semantic Segmentation of Urban Features in Satellite Images: A Review and Meta-Analysis. Remote. Sens. 13(4): 808 (2021)
2010 – 2019
- 2019
- [c1]Bipul Neupane, Teerayut Horanont, Hung Nguyen Duy, Sudshewin Suebvong, Tanadol Mahattanawutakorn:
An Open-Source UAV Image Processing Web Service for Crop Health Monitoring. IIAI-AAI 2019: 11-16
Coauthor Index
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