Bipul Neupane

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 11

Top Topics

Weakly Supervised

Partial Occlusion

Satellite Images

Scene Classification

Top Venues

Publications

Bipul Neupane, Jagannath Aryal, Abbas Rajabifard
CNNs for remote extraction of urban features: A survey-driven benchmarking. Expert Syst. Appl. 255 (2024)
Bipul Neupane, Jagannath Aryal, Abbas Rajabifard
A novel dual skip connection mechanism in U-Nets for building footprint extraction. CoRR (2023)
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) (2023)
Bipul Neupane, Jagannath Aryal, Abbas Rajabifard
Knowledge Transfer and Model Compression for Misaligned Building Labels. IGARSS (2023)
Bipul Neupane, Jagannath Aryal, Abbas Rajabifard
A Comparative Study of Knowledge Transfer Methods for Misaligned Urban Building Labels. CoRR (2023)
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) (2023)
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) (2022)
Aakash Thapa, Bipul Neupane, Teerayut Horanont
Object vs Pixel-based Flood/Drought Detection in Paddy Fields using Deep Learning. IIAI-AAI (2022)
Bipul Neupane, Teerayut Horanont, Jagannath Aryal
Real-Time Vehicle Classification and Tracking Using a Transfer Learning-Improved Deep Learning Network. Sensors 22 (10) (2022)
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) (2021)
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)