Search Results for author: Abu Bakar Siddik Nayem

Found 3 papers, 0 papers with code

A Novel Disaster Image Dataset and Characteristics Analysis using Attention Model

no code implementations2 Jul 2021 Fahim Faisal Niloy, Arif, Abu Bakar Siddik Nayem, Anis Sarker, Ovi Paul, M. Ashraful Amin, Amin Ahsan Ali, Moinul Islam Zaber, AKM Mahbubur Rahman

In this research, we have carefully accumulated a relatively challenging dataset that contains images collected from various sources for three different disasters: fire, water and land.

LULC Segmentation of RGB Satellite Image Using FCN-8

no code implementations24 Aug 2020 Abu Bakar Siddik Nayem, Anis Sarker, Ovi Paul, Amin Ali, Md. Ashraful Amin, AKM Mahbubur Rahman

This work presents use of Fully Convolutional Network (FCN-8) for semantic segmentation of high-resolution RGB earth surface satel-lite images into land use land cover (LULC) categories.

Semantic Segmentation

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