DeepTriNet: A Tri-Level Attention Based DeepLabv3+ Architecture for Semantic Segmentation of Satellite Images

no code implementations • 5 Sep 2023 • Tareque Bashar Ovi, Shakil Mosharrof, Nomaiya Bashree, Md Shofiqul Islam, Muhammad Nazrul Islam

The segmentation of satellite images is crucial in remote sensing applications.

Change Detection Image Segmentation +3

Performance Analysis of Various EfficientNet Based U-Net++ Architecture for Automatic Building Extraction from High Resolution Satellite Images

no code implementations • 5 Sep 2023 • Tareque Bashar Ovi, Nomaiya Bashree, Protik Mukherjee, Shakil Mosharrof, Masuma Anjum Parthima

Building extraction is an essential component of study in the science of remote sensing, and applications for building extraction heavily rely on semantic segmentation of high-resolution remote sensing imagery.

Semantic Segmentation

A Transfer-Learning Based Ensemble Architecture for ECG Signal Classification

no code implementations • 21 Jun 2022 • Tareque Bashar Ovi, Sauda Suara Naba, Dibaloke Chanda, Md. Saif Hassan Onim

After ensemble, we report an increase of 6. 36% accuracy than previous MLP-based algorithms.

Time Series Time Series Analysis +1

BLPnet: A new DNN model and Bengali OCR engine for Automatic License Plate Recognition

no code implementations • 18 Feb 2022 • Md. Saif Hassan Onim, Hussain Nyeem, Koushik Roy, Mahmudul Hasan, Abtahi Ishmam, Md. Akiful Hoque Akif, Tareque Bashar Ovi

This paper reports a computationally efficient and reasonably accurate Automatic License Plate Recognition (ALPR) system for Bengali characters with a new end-to-end DNN model that we call Bengali License Plate Network(BLPnet).

License Plate Recognition Management +1