Computer Science and Engineering

Prof. Dr. Kazi A Kalpoma

Research Interests

• Satellite Image Processing and its Applications
• Computer Vision
• Image Processing
• Machine Learning
• Cyber Security

Educational Background

• PhD, (Information Sciences), Department of Computer and Mathematical Sciences, Tohoku University, Sendai, Japan
• Master of Science (MSc), (Information Sciences), Department of Computer and Mathematical Sciences, Tohoku University, Sendai, Japan
• Master of Science (MSc), (Computer Science), Department of Computer Science & Engineering, Dhaka University, Dhaka, Bangladesh
• Bachelor of Science (BSc), (Applied Physics and Electronics), Department of EEE, Dhaka University, Dhaka, Bangladesh

Honors and Achievements

• Postdoctoral Research fellowship, CNEAS, Tohoku University, Japan, 2011
• Visiting Research Scholar, CNEAS, Tohoku University, Japan, 2009
• Japanese Government Scholarship, Monbukagakusho: MEXT in PhD, Tohoku University, Japan, 2006
• Scholarship from International Communications Foundation (ICF) of KDDI Corporation, Japan in PhD, Tohoku University, Japan, 2005

Publications

1. Deep Learning-Based Feature Extraction from Children's Facial Images for Autism Spectrum Disorder Detection, Proceedings of the Cognitive Models and Artificial Intelligence Conference, 2024, ACM Digital Library. URL
2. Dataset for Road Roughness Assessment Using Image Classification Techniques and Deep Learning Models: A Case Study on Bangladeshi National Highways, International Conference on Big Data, IoT and Machine Learning, 2023, Springer Nature Singapore. URL
3. Dataset for Road Roughness Assessment Using Image Classification Techniques and Deep Learning Models: A Case Study on Bangladeshi National Highways, International Conference on Big Data, IoT and Machine Learning, 2023, Springer Nature Singapore.
4. Report of the Baseline Study on Technology-Enabled Learning at Ahsanullah University of Science and Technology, 2019, Commonwealth of Learning (COL).

1. The Impact of Technology-Enabled Learning Implementation at Ahsanullah University of Science and Technology, 2021, Commonwealth of Learning (COL). URL
2. Development of a new dust index NDLI for Asian dust extraction system based on Aqua MODIS data and monitoring of trans-boundary Asian dust events in Japan, International Journal of Remote Sensing, 2018. URL
3. Improvised Priority based Round Robin CPU Scheduling, International Journal of Computer Applications (IJCA), 2018.
4. Logo Recognition using SURF Features and kNN Search Tree, vol, 2015.
5. Automated Person Identification System Using Walking Pattern Biometrics, International Journal of Scientific and Engineering Research (IJSER), 2015.
6. IKONOS image fusion process using steepest descent method with bi-linear interpolation, International Journal of Remote Sensing, 2013, Taylor \& Francis.
7. Disaster Monitoring for North Asian Region by Using Satellite Images, RECORD OF ELECTRICAL AND COMMUNICATION ENGINEERING CONVERSAZIONE TOHOKU UNIVERSITY, 2007, TOHOKU DAIGAKU DENTSU DANWAKAI.
8. NOAA Satellite Based Real Time Forest Fire Monitoring System for Russia and North Asian Region, Northeast Asian studies, 2007.
9. Image Fusion Processing for IKONOS 1m Color Imagery, IEEE Transaction on Geoscience and Remote Sensing, 2007.
10. A new algorithm for forest fire detection method with statistical analysis using NOAA AVHRR images, International journal of remote sensing, 2006, Taylor \& Francis.
11. Speech Processing Technique Applied in Computerized Language Training System (CLTS) for Correct Pronunciation Learning, AIUB Journal of Science and Engineering (AJSE), 2002.
12. Computerized Language Training System CLTS for Correct Pronunciation of Japanese Language to Non-native Speakers, RECORD OF ELECTRICAL AND COMMUNICATION ENGINEERING CONVERSAZIONE TOHOKU UNIVERSITY, 2000, TOHOKU DAIGAKU DENTSU DANWAKAI.

1. Efficient Lane Detection and Keeping for Autonomous Vehicles in Real-World Scenarios, 2023 26th International Conference on Computer and Information Technology (ICCIT), 2023, IEEE. URL
2. An Automotive ECU-Based Forward Collision Prevention System, International Conference on Advances in Data-driven Computing and Intelligent Systems, 2023, Springer Nature Singapore. URL
3. Deep learning image segmentation for satellite images of national highways of bangladesh, IGARSS 2023-2023 IEEE International Geoscience and Remote Sensing Symposium, 2023, IEEE. URL
4. A Deep Learning Approach to Distinguish Normal Pneumonia and COVID-19 Pneumonia with Segmentation of Affected Areas of Chest X-Ray Images, 5th International Conference on Communication and Computational Technologies (ICCCT 2023), 2023, Springer. URL
5. Road Quality Measurement System Using Satellite Images for National Highways of Bangladesh, IGARSS 2023-2023 IEEE International Geoscience and Remote Sensing Symposium, 2023, IEEE. URL
6. A Modern Approach to AI Assistant for Heart Disease Detection by Heart Sound through created e-Stethoscope, 2022 25th International Conference on Computer and Information Technology (ICCIT), 2022, IEEE. URL
7. A Comprehensive Study on Road Quality Measurement from High Resolution Satellite Imagery, IGARSS 2022-2022 IEEE International Geoscience and Remote Sensing Symposium, 2022, IEEE. URL
8. Satellite Image Database Creation for Road Quality Measurement of National Highways of Bangladesh, IGARSS 2022-2022 IEEE International Geoscience and Remote Sensing Symposium, 2022, IEEE. URL
9. Preliminary Findings: Use of CNN Powered Criminal Identification System, 2022 International Conference on Electrical, Computer, Communications and Mechatronics Engineering (ICECCME), 2022.
10. Blended Learning Implementation at Ahsanullah University of Science and Technology -- an Academic Quality Enhancer and a Savior During the Covid-19 Pandemic, Tenth Pan-Commonwealth Forum on Open Learning, 2022, Commonwealth of Learning (COL). URL
11. Web-Based Monitoring of Boro Rice Production Using Improvised NDVI Threshold of MODIS MOD13Q1 and MYD13Q1 Images, Proceeding of 2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS, 2021.
12. Boro Rice Yield Estimation Model Using MODIS NDVI Data for Bangladesh, IEEE International Geoscience and Remote Sensing Symposium (IGARSS) 2019, 2019.
13. Boro Rice Model for Haor Region of Bangladesh Based on MODIS NDVI Images, IEEE International Geoscience and Remote Sensing Symposium (IGARSS) 2019, 2019.
14. New MODIS Vegetation Index for Boro Rice Model Using 3d Plot and K-Nn: Bangladesh Haor Region Perspective, IEEE International Geoscience and Remote Sensing Symposium (IGARSS) 2019, 2019.
15. Challenges of integrating parallel and distributed computing topics into Undergraduate CSE curriculum of AUST: Bangladesh Perspective, 25th IEEE International Conference On High Performance Computing, Data, And Analytics, Challenges of iPDC - EduWorkshop (HiPC 2018), 2018.
16. An IKONOS Image Fusion Process Using Steepest Decent Method, IEEE 2006 International Geosciences and Remote Sensing Symposium, 2016.
17. Edge Detection on Color Image Using Combinational RGB Channel, International Conference on Advanced Information and Communication Technology (ICAIC), 2016.
18. Fused image processing using steepest descent method with bi- linear interpolation, IEEE 2011 International Geosciences and Remote Sensing Symposium (IGARSS 2011), 2011.
19. A Process to Minimize the Spectral Distortion in 1m IKONOS Color Image by Using Four Parameters, IEEE 2006 International Geosciences and Remote Sensing Symposium (IGARSS 2006), 2006.
20. Application of Snow Coverage Information Extraction Technique Using NOAA Satellite Images in Mongolian Region to Reduce the Damage of Dzud, IEEE 2006 International Geosciences and Remote Sensing Symposium, 2006.
21. A New Approach for More Effective Fire Detection Method using NOAA AVHRR Images, IEEE 2005 International Geosciences and Remote Sensing Symposium (IGARSS 2005), 2005.

1. A Lane Detection Framework for Automated Vehicle Using Computer Vision, International Conference on Power Engineering and Intelligent Systems (PEIS), 2023, Springer Nature Singapore. URL
2. Use of Remote Sensing Satellite Images in Rice Area Monitoring System of Bangladesh, 2020.
3. Comparative Study of Deep Learning based Finger Vein Biometric Authentication Systems, 2020.
4. Modified Maximum Curvature Method (MMCM) and Logistic Regression: A Hybrid Architecture for Finger Vein Biometric Recognition System, 2020.
5. Parameter Optimization and Performance Analysis of State-of-the-Art Machine Learning Techniques for Intrusion Detection System (IDS), 2020.
6. Development of Greenness Analysis Tool Using Remote Sensing Satellite Images, 2020.
7. Learners’ attitudes, motivations and barriers to TEL in Bangladesh – A case of Ahsanullah University of Science and Technology (AUST), 9th Pan Commonwealth Forum (PCF9 2019), 2019, Commonwealth of Learning (COL).
8. Improvement of Sentiment analysis using Machine Learning Algorithm, Student Conference on Informatics, Electronics and Vision, 2017.
9. Exhaustive study of essential constraint satisfaction problem techniques based on N-Queens problem, 2017.
10. An IKONOS Image Fusion Process Using Steepest Decent Method, 2006.
11. An IKONOS 1m color image fusion processing with wavelet transform, 2006.
12. Real time fire monitoring system for Russia and North Asian Region using NOAA AVHRR images, 2005.
13. A high accuracy method for calculating the scar by using NOAA AVHRR, 2004.
14. Construction of real time fire detection system for northeast Asian Region, 2004.
15. Automatic GCP creation for NOAA AVHRR image Geometric Correction, 2004.
16. A design of category classification system for high resolution satellite, 2004.
17. Snow category extraction of NOAA/AVHRR images by using three dimensional histogram, 2004.
18. The Computerization of Result Processing System of Dhaka University, 1997.