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Education and qualifications (2)

Hajee Mohammad Danesh Science and Technology University: Dinajpur, Rangpur, BD

2023-01-29 to present | Master's of Science (Engineering) in CSE (Computer Science and Engineering)
Education
Source: Self-asserted source
Md. Touhid Islam

Hajee Mohammad Danesh Science & Technology University: Dinajpur City, Rangpur, BD

2017-04-16 to 2022-12-01 | Bachelor of Science (Engineering) in CSE (Computer Science and Engineering)
Education
Source: Self-asserted source
Md. Touhid Islam

Works (9)

Improving Hyperspectral Image Classification with Compact Multi-Branch Deep Learning

Remote Sensing
2024-06-07 | Journal article
DOI: 10.3390/rs16122069
Contributors: Md. Rashedul Islam; Md. Touhid Islam; Md Palash Uddin; Anwaar Ulhaq
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Spectrally Segmented-Enhanced Neural Network for Precise Land Cover Object Classification in Hyperspectral Imagery

Remote Sensing
2024-02-25 | Journal article
DOI: 10.3390/rs16050807
Contributors: Touhid Islam; Rashedul Islam; Palash Uddin; Anwaar Ulhaq
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Spectral–Spatial Feature Reduction for Hyperspectral Image Classification

Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering
2023 | Book chapter
DOI: 10.1007/978-3-031-34622-4_45
Part of ISBN: 9783031346217
Part of ISBN: 9783031346224
Part of ISSN: 1867-8211
Part of ISSN: 1867-822X
Contributors: Md. Touhid Islam; Mohadeb Kumar; Md.Rashedul Islam
Source: Self-asserted source
Md. Touhid Islam

A Deep Learning-Based Hyperspectral Object Classification Approach via Imbalanced Training Samples Handling

Remote Sensing
2023-07-13 | Journal article
DOI: 10.3390/rs15143532
Part of ISSN: 2072-4292
Contributors: Md Touhid Islam; Md.Rashedul Islam; Md Palash Uddin; Anwaar Ulhaq
Source: Self-asserted source
Md. Touhid Islam

Improving hyperspectral image classification through spectral-spatial feature reduction with a hybrid approach and deep learning

Journal of Spatial Science
2023-07-12 | Journal article
DOI: 10.1080/14498596.2023.2227948
Part of ISSN: 1449-8596
Part of ISSN: 1836-5655
Contributors: Md.Rashedul Islam; Md. Touhid Islam; Md. Palash Uddin
Source: Self-asserted source
Md. Touhid Islam

Selective HybridNET: Spectral-Spatial Dimensionality Reduction for HSI Classification

2023 International Conference on Electrical, Computer and Communication Engineering (ECCE)
2023-02-23 | Conference paper
DOI: 10.1109/ecce57851.2023.10101534
Contributors: Md. Rashedul Islam; Md. Touhid Islam; Md. Sohrawordi
Source: Self-asserted source
Md. Touhid Islam

MC-NET: Spectral-Spatial Feature Reduction for Hyperspectral Image Classification with Optimized Technique Series

2022 4th International Conference on Electrical, Computer & Telecommunication Engineering (ICECTE)
2022-12-29 | Conference paper
DOI: 10.1109/icecte57896.2022.10114513
Contributors: Md. Touhid Islam; Mohadeb Kumar; Md. Rashedul Islam
Source: Self-asserted source
Md. Touhid Islam

Spectral-Spatial Feature Reduction for Hyperspectral Image Classification with Optimized Technique Series

2022 12th International Conference on Electrical and Computer Engineering (ICECE)
2022-12-21 | Conference paper
DOI: 10.1109/icece57408.2022.10088705
Contributors: Md. Touhid Islam; Mohadeb Kumar; Md. Rashedul Islam; Md. Sohrawordi
Source: Self-asserted source
Md. Touhid Islam

Subgrouping-Based NMF with Imbalanced Class Handling for Hyperspectral Image Classification

2022 25th International Conference on Computer and Information Technology (ICCIT)
2022-12-17 | Conference paper
DOI: 10.1109/iccit57492.2022.10055177
Contributors: Md. Touhid Islam; Mohadeb Kumar; Md. Rashedul Islam; Md. Sohrawordi
Source: Self-asserted source
Md. Touhid Islam

Peer review (1 review for 1 publication/grant)

Review activity for Information fusion. (1)
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