Short Biography:
I received PhD from Griffith University, Australia in 2022. My research mainly provides solutions to automated building extraction and their evaluation using LiDAR point cloud data, image, or their fusion. I have also a research interest in object extraction and classification, remote sensing data analysis and classification using machine ...
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| Degree Name | Group/Major Subject | Board/Institute | Country | Passing Year |
|---|---|---|---|---|
| Ph.D. | Information and Communication Technology | Griffith University | Australia | 2022 |
| Masters | Computer Science and Engineering | University of Dhaka | Bangladesh | 2009 |
| Bachelor | Computer Science and Engineering | University of Dhaka | Bangladesh | 2007 |
| Title | Organization | Location | From Date | To Date |
|---|---|---|---|---|
| Lecturer | Daffodil International University | Dhaka, Bangladesh | 10, Jan 2018 | 17-04-2018 |
| Assistant Professor | Institute of Information Technology, University of Dhaka | Dhaka, Bangladesh | 18, Nov 2015 | Currently Working |
| Lecturer | Institute of Information Technology, University of Dhaka | 18, Apr 2012 | 18-11-2015 |
Research Interest
| Subject | Description | Research Interest (Goal, Target Indicator) |
|---|---|---|
| Building Extraction; Point Cloud Data Processing; Machine Learning; Image Processing; Pattern Recognition |
Project/Research Supervision
| Level of Study | Title | Supervisor | Co-Supervisor(s) | Name of Student(s) | Area of Research | Current Completion |
|---|---|---|---|---|---|---|
| Masters | Garments Design Class Identification Using Deep Learning | Emon Kumar Dey | S M Sofiqul Islam | Machine learning |
||
| Masters | Aspect extraction from bangla reviews using convolutional neural network | Emon Kumar Dey | Md. Atikur Rahman | Data mining |
||
| Masters | Bilateral Histogram Equalization for Contrast Enhancement | Emon Kumar Dey | Feroz Mahmud Amil | Image Processing |
Project/Research Work
| Subject | Project Name | Source of Fund | From Date | To Date | Collaboration |
|---|---|---|---|---|---|
| No project/research work is found | |||||
Invited Talk
| SL | Invited Talk |
|---|---|
| No invited talk is found | |
| SL | Collaboration & Membership Name | Type | Membership Year | Expire Year |
|---|---|---|---|---|
| No Collaboration & Membership is found | ||||
| Journal Article | |
|---|---|
| 1 |
Emon Kumar Dey, Mohammad Awrangjeb, Fayez Tarsha Kurdi and Bela Stantic : Machine learning-based segmentation of aerial LiDAR point cloud data on building roof,
European Journal of Remote Sensing (impact factor:3.168) , vol.56 , no.1 Taylor & Francis , pp.2210745 , 2023
.
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| 2 |
Emon Kumar Dey, Fayez Tarsha Kurdi, Mohammad Awrangjeb and Bela Stantic : Effective Selection of Variable Point Neighbourhood for Feature Point Extraction from Aerial Building Point Cloud Data,
Remote Sesnsing (impact factor:4.848) , vol.13 , no.8 , pp.1520 , 2021
.
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| 3 |
Emon Kumar Dey and Mohammad Awrangjeb : A Robust Performance Evaluation Metric for Extracted Building Boundaries From Remote Sensing Data,
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing (impact factor:3.784) , vol.13 , pp.4030-4043 , 2020
.
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| 4 |
Emon Kumar Dey, Mohammad Awrangjeb and Bela Stantic : Outlier detection and robust plane fitting for building roof extraction from LiDAR data,
International Journal of Remote Sensing (impact factor:3.151) , vol.41 , pp.6325--6354 , 2020
.
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| 5 |
Emon Kumar Dey and Md Atikur Rahman : Datasets for aspect-based sentiment analysis in bangla and its baseline evaluation,
Data (impact factor:citescore 3.5) , vol.3 , pp.15 , 2018
.
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| 6 |
Emon Kumar Dey, S M Shofiqul Islam, Md Nurul Ahad Tawhid and B M Mainul Islam : A CNN Based Approach for Garments Texture Design Classification,
Advances in Technology Innovation , vol.2 , pp.119 , 2017
.
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| 7 |
Emon Kumar Dey, Feroz Mahmud Amil, Shanto Rahman and Md. Mostafijur Rahman : Bilateral Histogram Equalization for Contrast Enhancement,
International Journal of Software Innovation , 2016
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| 8 |
Emon Kumar Dey, Md Nurul Ahad Tawhid and Mohammad Shoyaib : An automated system for garment texture design class identification,
Computers (impact factor:Citescore 3.3) , vol.4 , no.3 , pp.265--282 , 2015
.
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| 9 |
Fayez Tarsha Kurdi, Zahra Gharineiat, Glenn Campbell, Mohammad Awrangjeb and Emon Kumar Dey : Automatic Filtering of Lidar Building Point Cloud in Case of Trees Associated to Building Roof,
Remote Sensing (impact factor:4.848) , vol.14 , no.2 IEEE: Multidisciplinary Digital Publishing Institute , pp.430 , 2022
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| 10 |
M Hussain and Emon Kumar Dey : Remote sensing image scene classification,
J. Manuf. Sci. Eng , vol.4 , pp.13--20 , 2018
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| Conference Proceedings | |
| 1 |
Emon Kumar Dey; Mohammad Awrangjeb; Bela Stantic "An Unsupervised Outlier Detection Method For 3D Point Cloud Data."
IGARSS 2019-2019 IEEE International Geoscience and Remote Sensing Symposium. IEEE, 2019.
, pp. 2495--2498. Japan: IEEE, 2019
.
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| 2 |
Emon Kumar Dey "Application of deep learning to computer vision: A comprehensive study."
5th international conference on informatics, electronics and vision (ICIEV
, pp. 592--597. IEEE, 2016
.
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| 3 |
Emon Kumar Dey "Chest X-ray analysis to detect mass tissue in lung."
International Conference on Informatics, Electronics & Vision (ICIEV)
2014
.
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| 4 |
Emon Kumar Dey, Mohammad Awrangjeb, Fayez Tarsha Kurdi and Bela Stantic "Building Boundary Extraction from LiDAR Point Cloud Data."
Digital Image Computing Techniques and Applications (DICTA)
, pp. 197-202. Goldcoast: IEEE, 2021
.
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| 5 |
Fayez Tarsha Kurdi, Zahra Gharineiat, Glenn Campbell, Emon Kumar Dey and Mohammad Awrangjeb "Full Series Algorithm of Automatic Building Extraction and Modelling From LiDAR Data."
2021 Digital Image Computing: Techniques and Applications (DICTA)
, pp. 01--08. IEEE: 2021
.
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| 6 |
Feroz Mahmud Amil, Md Mostafijur Rahman, Shanto Rahman, Emon Kumar Dey and Mohammad Shoyaib "Bilateral histogram equalization with pre-processing for contrast enhancement."
2016 17th IEEE/ACIS International Conference on Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing (SNPD)
, pp. 231--236. IEEE: 2016
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| 7 |
Md Mostafijur Rahman, Shanto Rahman, Minhas Kamal, M Abdullah-Al-Wadud, Emon Kumar Dey and Mohammad Shoyaib "Noise adaptive binary pattern for face image analysis."
2015 18th International Conference on Computer and Information Technology (ICCIT)
, pp. 390--395. IEEE: 2015
.
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| 8 |
Md Atikur Rahman and Emon Kumar Dey "Aspect extraction from bangla reviews using convolutional neural network."
, pp. 262--267. IEEE: 2018
.
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| Award Type | Title | Year | Country | Description |
|---|---|---|---|---|
| No award information is found | ||||
Dr. Emon Kumar Dey
Associate Professor
Institute of Information Technology
Institutes
Email: emonkd@iit.du.ac.bd