Short Biography:
I received my PhD from Griffith University, Australia, in 2022. My doctoral research focused on developing solutions for automated building extraction and evaluation using LiDAR point cloud data, imagery, and their fusion. Beyond this, my research interests extend to object extraction and classification, remote sensing data analysis, and the application ...
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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 |
|---|---|---|---|---|
| Associate Professor | University of Dhaka | Dhaka, Bangladesh | 18, Nov 2022 | Currently Working |
| Casual Academic | Griffith University, Australia | Australia | 06, Jul 2019 | 17-07-2021 |
| Assistant Professor | Institute of Information Technology, University of Dhaka | Dhaka, Bangladesh | 18, Nov 2015 | 17-11-2022 |
| Lecturer | Institute of Information Technology, University of Dhaka | Dhaka | 18, Apr 2012 | 18-11-2015 |
| Lecturer | Daffodil International University | Dhaka, Bangladesh | 10, Jan 2012 | 17-04-2012 |
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 | Explainable AI for LiDAR Point Cloud Data Segmentation | Emon Kumar Dey | Afridi Rahman Bondhon | 2024 | ||
| Masters | Segmentation of Aerial LiDAR Point Cloud Data | Emon Kumar Dey | Debobrata Chakraborty | Segmentation of LiDAR point cloud data |
2023 | |
| 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 : Roof Boundary Points Extraction from LiDAR Point Cloud Data Using Adaptive Neighbourhood-based α-Shape Algorithm,
IEEE Access (impact factor:3.6) IEEE , 2025
.
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| 2 |
Debobrata Chakraborty and Emon Kumar Dey : Segmentation of LiDAR point cloud data in urban areas using adaptive neighborhood selection technique,
PloS one (impact factor:2.9) , vol.19 , no.7 Public Library of Science San Francisco, CA USA , pp.e0307138 , 2024
.
|
| 3 |
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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| 4 |
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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| 5 |
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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| 6 |
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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| 7 |
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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| 8 |
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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| 9 |
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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| 10 |
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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| 11 |
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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| 12 |
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
.
|
| 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