Search Results for author: Bipul Neupane

Found 2 papers, 1 papers with code

A Comparative Study of Knowledge Transfer Methods for Misaligned Urban Building Labels

no code implementations7 Nov 2023 Bipul Neupane, Jagannath Aryal, Abbas Rajabifard

The workflow first identifies the best (with the highest evaluation scores) hyperparameters, lightweight CNNs for the Student (among 43 CNNs from Computer Vision), and encoder-decoder networks (EDNs) for both Teachers and Students.

Domain Adaptation Earth Observation +4

Dual skip connections in U-Net, ResUnet and U-Net3+ for remote extraction of buildings

1 code implementation16 Mar 2023 Bipul Neupane, Jagannath Aryal, Abbas Rajabifard

The results conclude that selectively densifying feature maps and skip connections enhances network performance without a substantial increase in parameters.

Earth Observation Semantic Segmentation

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