Conference Papers

2022


  1. T. Deb, A. Sadmanee, K. K. Bhaumik, A. A. Ali, M. A. Amin,A. K. M. M. Rahman, "Variational Stacked Local Attention Networks for Diverse Video Captioning", in Winter Conference on Applications of Computer Vision (WACV 2022), Jan 4-8, Hawaii, USA, 2022.
  2. Qianwei Cheng, Moinul Zaber, AKM Mahbubur Rahman, Haoran Zhang, Zhiling Guo, Akiko Okabe, and Ryosuke Shibasaki, "Understanding the Urban Environment from Satellite Images with New Classification Method—Focusing on Formality and Informality", Sustainability 2022, 14, 4336, MDPI https://doi.org/10.3390/su14074336, April, 2022.

2021


  1. A K M M Rahman, Moinul Zaber, Qianwei Cheng, Abu Bakar Siddik Nayem, Anis Sarker, Ovi Paul, and Ryosuke Shibasaki, "Applying State-of-the-Art Deep-Learning Methods to Classify Urban Cities of the Developing World", Special Issue: Urban Information Sensing for Sustainable Development, MDPI Sensors (Impact factor: 3.57, Scimago Journal Rank: Q1), 2021
  2. M.N. Haque, S. Sharmin, A.A. Ali, A.A. Sajib, M. Shoyaib, Use of relevancy and complementary information for discriminatory gene selection from high-dimensional gene expression data, PLoS ONE 16(10), Oct, 2021
  3. T. Deb, A. Sadmanee, K. K. Bhaumik, A. A. Ali, M. A. Amin,A. K. M. M. Rahman, "Variational Stacked Local Attention Networks for Diverse Video Captioning", in Winter Conference on Applications of Computer Vision (WACV 2022), Jan 4-8, Hawaii, USA, 2022.
  4. S.H. Chowdhury, M.Al Amin, A.K.M.M. Rahman, M.A. Amin, A.A. Ali “Assessment of Rehabilitation Exercises from Depth Sensor Data”, in International Conference on Computer and Information Technology (ICCIT), Dhaka, Bangladesh, December 18-20, 2021
  5. H. Hossain, T.B. Mahmud, A.K.M.M. Rahman, M.A. Amin, A.A. Ali “Comparing recent Swarm Algorithms with Information Theoretic Filter criterion”, in International Conference on Electrical, Computer and Energy Technologies (ICECET), Cape Town, South Africa, 09-10 December 2021.
  6. M.H. Tarek, M.E. Kadir, S. Sharmin, A.A. Sajib, A.A. Ali, M. Shoyaib, "Feature Subset Selection based on Redundancy Maximized Clusters", in 20th IEEE International Conference on Machine Learning and Applications (IEEE ICMLA), Pasadena, California, USA, Dec. 2021.
  7. F.F. Niloy, M.A. Amin, A.A. Ali, A.K.M.M. Rahman, "Attention Toward Neighbors: A Context Aware Framework of High-Resolution Image Segmentation", 28th IEEE International Conference on Image Processing (IEEE ICIP 2021), Anchorage, Alaska, USA, 2021
  8. Amit Roy, Kashob Kumar Roy, Amin Ahsan Ali, M Ashraful Amin and A K M Rahman, "Unified Spatio-Temporal Modeling for Traffic Forecasting using Graph Neural Network", The International Joint Conference on Neural Network, (IJCNN 2021), Shenzhen, China, July 18–22, 2021 (Core Rank: A)
  9. Kashob Kumar Roy, Amit Roy, A K M M Rahman, M Ashraful Amin and Amin Ahsan Ali, "Structure-Aware Hierarchical Graph Pooling using Information Bottleneck", The International Joint Conference on Neural Network, (IJCNN 2021), Shenzhen, China, July 18–22, 2021 (Core Rank: A)
  10. Kashob Kumar Roy, Amit Roy, A K M M Rahman, M Ashraful Amin and Amin Ahsan Ali, "Node Embedding using Mutual Information and Self-Supervision based Bi-level Aggregation", The International Joint Conference on Neural Network, (IJCNN 2021), Shenzhen, China, July 18–22, 2021 (Core Rank: A)
  11. M.T.H. Tonmoy*, Saif Mahmud*, A K M M Rahman, M A. Amin, and A.A. Ali,, "Hierarchical Self Attention Based Autoencoder for Open-Set Human Activity Recognition", 25th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD-2021), Springer, May 11-14, 2021, Delhi, India (Core Rank: A, acceptance rate: 20%)
  12. Amit Roy, Kashob Roy, M A. Amin, A.A. Ali, and A K M M Rahman, "SST-GNN: Simplified Spatio-temporal Traffic forecasting model using Graph Neural Network", 25th Pacific-Asia Conference on Knowledge Discovery and Data Mining, 2021 (Core Rank: A, acceptance rate: 20%)
  13. Md. A. Pramanik, Md M. Rahman, ASM I Anam, Amin A Ali, Md A Amin, and A K M M Rahman, " Modeling Traffic Congestion in Developing Countries using Google Map Data", Future of Information and Communication Conference (FICC) 2021, Springer, Vancouver, Canada, 2021
  14. Qianwei Cheng, A K M M Rahman, Anis Sarker, Abu Bakar Siddik Nayem, Ovi Paul, Amin Ahsan Ali, M Ashraful Amin, Ryosuke Shibasaki, Moinul Zaber, "Deep-learning coupled with novel categorization method to classify the urban environment of the developing world", 2nd International Conference on Signal Processing and Machine Learning (SIGML 2021), Switzerland, 2021

2020


  1. F.F. Niloy, Arif, A.B.S. Nayem, A Sarker, O Paul, M.A. Amin, A.A. Ali, M.I. Zaber, and A K M M Rahman, “A Novel Disaster Image Data-set and Characteristics Analysis using Attention Model”, 25th International Conference on Pattern Recognition (ICPR 2020) (Core Rank: B, acceptance rate: 43.4%)
  2. Arif, M.I. Zaber, M.A. Amin, A.A. Ali, AKMM Rahman, “Visual Attention Based Comparative Study on Disaster Detection from Social Media Images”, Innovations in Systems and Software Engineering (ISSE Journal), Springer, 2020.
  3. M H Tarek, M E Kadir, M Mahbub, P S Akash, A A Ali and M Shoyaib, "Mutual Information based Feature Selection for Nurse Care Activity Recognition", Joint 9th International Conference on Informatics, Electronics & Vision (ICIEV) and 4th International Conference on Imaging, Vision & Pattern Recognition (IVPR), Japan, 2020.
  4. Md. Saif Hassan Onim, Aiman Rafeed Ehtesham, Amreen Anbar, A. K. M. Nazrul Islam and A K M M Rahman, "LULC classification by semantic segmentation of satellite images using FastFCN", 2nd International Conference on Advanced Information and Communication Technology (ICAICT), IEEE Xplore, Dhaka, 2020
  5. S. Mahmud, M.T.H. Tonmoy, K.K. Bhaumik, A.K.M.M. Rahman, M A. Amin, M. Shoyaib, A.H Khan and A.A. Ali, “Human Activity Recognition from Wearable Sensor Data using Self-Attention”, ECAI, Spain, 2020
  6. P. Roy, S. Sharmin, A.A. Ali, M. Shoyaib, "Discretization and Feature Selection Based on Bias Corrected Mutual Information Considering High-Order Dependencies", PAKDD, Singapore, 2020
  7. J. Anowar, A. A. Ali, M A. Amin, “A Low-Cost Wearable Rehabilitation Device”, ICCAE, Australia, 2020.
  8. M. Wahed, R. A. Rizvee, R. R. Haque, A. M. Ali, M. Zaber and A. A. Ali, "What Can Nighttime Lights Tell Us about Bangladesh?" in IEEE Region 10 Symposium (TENSYMP), Dhaka, 2020.
  9. S.B. Rabbani, A. A. Ali and M. Zaber, "Does Electric Prepaid Meters Decrease Payment Delinquency? Evidence from Data Centric Analysis of Electricity Consumption in Dhaka, Bangladesh," in IEEE Region 10 Symposium (TENSYMP), Dhaka, 2020.
  10. M.E. Kadir, P.S. Akash, S. Sharmin, A.A. Ali, M. Shoyaib, "A Proximity Weighted Evidential k Nearest Neighbor Classifier for Imbalanced Data", in the proceedings of in Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD), Singapore, 2020.
  11. P. Roy, S. Sharmin, A.A. Ali, M. Shoyaib, "Discretization and Feature Selection Based on Bias Corrected Mutual Information Considering High-Order Dependencies", in the proceedings of in Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD), Singapore, 2020.
  12. S.B. Rabbani, A. A. Ali and M. Zaber, "Does Electric Prepaid Meters Decrease Payment Delinquency? Evidence from Data Centric Analysis of Electricity Consumption in Dhaka, Bangladesh," in IEEE Region 10 Symposium (TENSYMP), Dhaka, 2020..

2019


  1. A.B.S. Nayeem, A. Sarkar, O. Paul, A. A. Ali, M.A. Amin, A.K.M Rahman, "LULC Segmentation of RGB Satellite Image using FCN-8", in the proceedings of 3rd SLAAI International Conference on Artificial Intelligence, 2019, Sri Lanka and in Communications in Computer and Information Science, Book Chapter, Springer, 2019.
  2. N. Sadman, A. Sadmanee, M.I. Tanveer, M.A. Amin, A.A. Ali, "Intrinsic Evaluation of Bangla Word Embeddings", in the proceedings of International Conference on Bangla Speech and Language Processing (ICBSLP), Sylhet, Bangladesh, 27-28 September 2019.
  3. A.K.M.M. Rahman, M.A. Amin, A.A. Ali, “A Comparative Study on Disaster Detection from Social Media Images using Deep Learning”, in the proceedings of Global AI Congress, 2019, Kolkata, India, and Advances in Intelligent Systems and Computing, Book chapter, Springer, 2019.
  4. P.S. Akash, M.E. Kadir, A.A. Ali, M. Shoyaib, "Inter-node Hellinger Distance based Decision Tree", in the proceedings of 28th International Joint Conference on Artificial Intelligence, IJCAI 2019, Macao, China, August 10-16, 2019.
  5. A. H. Chowdhury, A. A. Arabi, M. A. Amin, “In Search of a Low-Cost IoT System for Real-Time Environment Monitoring”, RAAICON, Bangladesh, 2019.
  6. M. S. Islam, M. S. Rahman, M. A. Amin, “Beat Based Realistic Dance Video Generation using Deep Learning”, RAAICON, Bangladesh, 2019
  7. S. Islam, M. F. Khan, M. Z. Hossan, M A. Amin, “An Overview of Radio over Fiber (RoF) Technology”, ICICICT, India, 2019.
  8. M. Z. Hossan, S. Islam, M. F. Kha, S. Shammi, M A. Amin, “Boiler Explosion in Bangladesh: Causes, Consequences and Precautions”, MSIE, Thailand, 2019. Pdf
  9. M. S. Hossain, A. A. Ali, M A. Amin, “Eye-Gaze to Screen Location Mapping for UI Evaluation of Webpages”, ICGSP, Hong Kong, 2019. Pdf
  10. T. P. Proma, M. Z. Hossan, M A. Amin, “Medicine Recognition from Colors and Text”, ICGSP, Hong Kong, 2019. Pdf
  11. H. U. Sakib, J. Anowar, W. Hasan, M. A. Amin, “Mobile Based Electronic Home Appliance Remote Control and Power Consumption Monitoring Using Internet of Things”, ITEC-AP, Korea, 2019. Pdf
  12. M. W. Hasan, W. F. Durdana, S. Chakraborty, and M. A. Amin, “Assessment of Ubiquitous Energy from Cow Urine”, ITEC-AP, Korea, 2019. Pdf
  13. M. N. Haque, R. Alam, M. A. Amin, “Prediction of possible asthma attack from air pollutants: towards a high-density air pollution map for smart cities to improve living”, ECCE, Bangladesh, 2019. Pdf
  14. M.N. Hoque, M. Mahbub, M.H. Tarek, L.N. Lata, A.A. Ali, "Nurse Care Activity Recognition: A GRU-based approach with attention mechanism", HASCA 2019: 7th International Workshop on Human Activity Sensing Corpus and Applications in conjunction with ACM UbiComp, London, UK, 2019. Pdf
  15. M.E. Kadir, P.S. Akash, S. Sharmin, A.A. Ali, M. Shoyaib, "Can a Simple Approach Identify Complex Nurse Care Activity?", HASCA 2019: 7th International Workshop on Human Activity Sensing Corpus and Applications in conjunction with ACM UbiComp, London, UK, 2019. Pdf
  16. P.S. Akash, M.E. Kadir, A.A. Ali, M. Shoyaib, "A New Splitting Criterion for Decision Tree using Hellinger Distance", IJCAI, China, 2019. Pdf
  17. M. N. Haque, M.T.H. Tonmoy, S. Mahmud, A. A. Ali, M.A.H. Khan and M. Shoyaib, “GRU-based Attention Mechanism for Human Activity Recognition”, ICASERT, Bangladesh, 2019. Pdf
  18. M. E. Kadir, P. S. Akash, A. A. Ali, M. Shoyaib and Z. Begum, Evidential SVM for binary classification, 1st International Conference on Advances in Science, Engineering and Robotics Technology, in the proceedings of ICASERT 2019, Dhaka, Bangladesh, May 3-5, 2019 Pdf
  19. P. Akash, M. Kadir, A. Ali, M. Tawhid, M. Shoyaib, "Introducing Confidence as a Weight in Random Forest", in the proceedings of International Conference on Robotics, Electrical and Signal Processing Techniques, ICREST, Dhaka, Bangladesh, 2019. Pdf

2018


  1. M. Rahman, M. Shuvo, M. Zaber, A. Ali, "Traffic Pattern Analysis from GPS Data: A Case Study of Dhaka City", IEEE CONECCT, India, 2018. Pdf
  2. A. K Mutasim, M. R. Bashar, R. S. Tipu, M. K. Islam, M A. Amin, “Effect of Artefact Removal Techniques on EEG Signals for Video Category Classification” ICPR, China, 2018. Pdf

2017


  1. S. Sharmin, F. Aktar, A. Ali, M. Khan, M. Shoyaib, "BFSp: A feature selection method for bug severity classification", in the proceedings of IEEE Region 10 (Asia Pacific) Humanitarian Technology Conference (R10-HTC), Dhaka, Bangladesh, 2017. Pdf
  2. S. Sharmin, A. Ali, M. A. Hossain, M. Shoyaib, "Feature Selection and Discretization based on Mutual Information", ICIEV Bangladesh, 2017. [Best paper award] Pdf
  3. D. Chaki, M. Zaber, A. Ali, "Understanding Complex Social Network of Government Officials in Decision Making". Communication Policy Research South, Myanmar, 2017. Pdf
  4. M. Sayed, M. Zaber, A. Ali, P. Mosharaf, "Enumerating the obstacles of accelerating the use of digital classroom: Lessons from Bangladesh", Communication Policy Research South, Myanmar, 2017. Pdf
  5. M. Sayed, M. Rahman, M. Zaber, A. Ali, "Understanding Dhaka City Traffic Intensity and Traffic Expansion Using Gravity Model", ICCIT, Bangladesh, 2017. Pdf
  6. S. Islam, A. Ali, M. Zaber, "A Smart Grid Prerequisite: Survey on Electricity Demand Forecasting Models and Scope Analysis of Demand Forecasting in Bangladesh", R10HTC, Bangladesh, 2017. [Best paper award]. Pdf
  7. S. Banik , B. Poon, M. A. Amin, “Paper Form Digitization for Hand Written Text”, ICITA, Australia, 2017.
  8. B. Poon, M A. Amin, H. Yan, "PCA Based Human Face Recognition with Improved Method for Distorted Images due to Facial Makeup", IMECS, Hong Kong, 2017. Pdf
  9. M. Pias, A. K Mutasim, and M. A. Amin, “Automatic Detection of Number Plate from Images of Bangladeshi Vehicles”, ICAAI, 2017, Thailand, 2017. Pdf
  10. A. A. Arabi, P. Sarkar, F. Ahmed, W. R. Rafie, M. Hannan and M. A.l Amin, “2D Mapping and Vertex Finding Method for Path Planning in Autonomous Obstacle Avoidance Robotic System”, ICCRE, Thailand, 2017. Pdf
  11. I. U. Haque, A. A. Arabi, S. Hossain, T. Proma, N. Uzzaman, and M. A. Amin, “Vision Based Trajectory Following Robot and Swarm”, ICCRE, Thailand, 2017. Pdf
  12. M. R. Bashar, A. A. Arabi, R. S. Tipu, M. T. Alam, M. Z. I. Alam and M. A. Amin, “2D Surface Mapping for Mine Detection using Wireless Network”, ICCRE, Thailand, 2017. Pdf
  13. M. Pias, A. K Mutasim, M. A. Amin, "Bangladeshi Number Plate Detection: Cascade Learning vs. Deep Learning", ACM CBMI, Italy, 2017. Pdf
  14. T. P. Proma, M. Z. Hossan, M. A. Amin, "Medicine Recognition Using Text in Pill Image and Intrinsic Geometric Property", ICIEV, Japan, 2017.
  15. M. R. Bashar, R. S. Tipu, A. K Mutasim, M. A. Amin, "Effect of EOG Artifacts on Video Category Classifcaiton from EEG", ICIEV, Japan, 2017. Pdf
  16. A. A. Arabi, H. U. Sakib, P. Sarkar, T. P. Proma, J. Anowar, M A. Amin, "Autonomous Rover Navigation Using GPS Based Path Planning", AMS, Malaysia, 2017. Pdf
  17. A. A. Arabi, R. S. Tipu, M. R. Bashar, B. Barman, S. A. Monicay, M. A. Amin, "Implementation of Low-Cost Stereo Humanoid Adaptive Vision for 3D positioning and Distance Measurement for Robotics Application with Self-calibration", AMS, Malaysia, 2017. Pdf
  18. M. Sayed, M. Zaber, A. Ali, P. Mosharaf, "Enumerating the obstacles of accelerating the use of digital classroom: Lessons from Bangladesh", in Communication Policy Research South, Yangon, Myanmar, 2017.
  19. S. Sharmin, A. Ali, M. A. Hossain, M. Shoyaib, "Feature Selection and Discretization based on Mutual Information", in the proceedings of IEEE International Conference on Image, Vision and Pattern Recognition, Dhaka, Bangladesh, 2017. [Best paper award]

2016


  1. E. Hossain, S. M. S. Islam, A. Ali, M. A. Amin, "Fish Activity Tracking and Species Identification in Underwater Video", in the proceedings of 5th International Conference on Information, Electronics and Vision, Dhaka, Bangladesh, 2016.
  2. S. Saha, A. Mahmud, A. Ali, M. A. Amin, "Classifying Digital X-ray images into Different Human Body Parts", in the proceedings of 5th International Conference on Information, Electronics and Vision, Dhaka, Bangladesh, 2016.
  3. S. Debnath, P. P. Roy, A. Ali, M. A. Amin, "Identification of Bird Species from their Singing", ICIEV, Bangladesh, 2016. Pdf
  4. S. Saha, A. Mahmud, A. Ali, M. A. Amin, "Classifying Digital X-ray images into Different Human Body Parts", ICIEV, Bangladesh, 2016. Pdf
  5. R. Alam, M. N. Haque, M. A. Amin, “Possible Asthma Attack Prediction from Air Pollutants”, ICIEV, Bangladesh, 2016.
  6. S. Debnath, P. P. Roy, A. A. Ali, M. A. Amin, “Identification of Bird Species from Their Singing”, ICIEV, Bangladesh, 2016. Pdf
  7. E. Hossain, S. M. S. Alam, A. A. Ali, M. A. Amin, “Fish Activity Tracking and Species Identification in Underwater Video”, ICIEV, Bangladesh, 2016. Pdf
  8. A. K Mutasim, Ali Shihab Sabbir, M. Ashraful Amin, “Devising a Strategy for Playing Bangla Hangman (Jhulonto Manob) Based on Character Frequency Distribution”, ICIEV, Bangladesh, 2016. Pdf
  9. S. Saha, A. Mahmud, A. A. Ali, M. A. Amin, “Classifying Digital X-Ray Images into Different Human Body Parts”, ICIEV, Bangladesh, 2016. Pdf
  10. B. Poon, M. A. Amin and H. Yan, “Improved Methods on PCA Based Human Face Recognition for Distorted Images”, IMECS, Hong Kong, 2016. Pdf
  11. M. Z. Hossan, T. P. Proma, M. A. Amin, “Medicine Recognition Using Intrinsic Geometric Property from Pill Image”, PRICAI, Thailand, 2016.
  12. B. Poon, M. A. Amin and H. Yan, “Gabor phase representation on human face recognition for distorted images”, ICWAPR, China, 2016. Pdf

2015


  1. N. Saleheen, A. Ali, S. Hossain, H. Sarker, S. Chaterjee, B. Marlin, E. Ertin, M. al'Absi, S. Kumar, "puffMarker: A Multi-Sensor Approach for Pinpointing the Timing of First Lapse in Smoking Cessation", ACM UbiComp, Osaka, Japan, 2015. Pdf
  2. A. Saha, S. K. Paul, M. Hasan, M. A. Amin, “Android Based Autonomous Arduino Bot”, CEET, Malaysia, 2015. Pdf
  3. N. Forhad, B. Poon, H. Yan and M. A. Amin, “Online Signature Verification For Multi-Modal Authentication Using Smart Phone”, IMECS, Hong Kong, 2015. Best Paper award. Pdf
  4. M S S. Faruque, S. Banik, M K. Mohammed, M. Hasan, and M A. Amin, “Teaching & Learning System for Diagnostic Imaging- Phase I: X-Ray Image Analysis & Retrieval”, CSEDU, Portugal, 2015. Pdf
  5. A. K Mutasim, R. Alam, B. Poon, M A. Amin, “User Feedback Based Mobile Camera Application Development”, ICITA, Australia, 2015. Pdf
  6. R. Alam, A. K Mutasim, B. Poon, M A. Amin, “Data Collection for Local Government and Visualization for Efficient e-Governance”, ICITA, Australia, 2015. Pdf
  7. A. Kamal, M. M. L. Elahi, Bruce Poon, M. A. Amin “Fusion Based Approach to Discover Social Circles in Ego Networks”, ICMLC, China, 2015. Pdf
  8. M. A. Islam, M. Rasheduzzaman, M. M. L. Elahi, B. Poon, M. A. Amin, H. Yan, “Feature Fusion for Robust Object Tracking” ICMLC, China, 2015. Pdf
  9. M. A. Amin, M. K. Mohammed, “Overview of the ImageCLEF 2015 medical clustering task”, CLEF, France, 2015. Pdf

2014


  1. S. Vhaduri, A. Ali, M. Sharmin, K. Hovsepian, and S. Kumar, “Estimating Drivers’ Stress from GPS Traces,” Automotive UI, 2014. Pdf
  2. M. Rahman, R. Bari, A. Ali, M. Sharmin, A. Raij, K. Hovsepian, S. Hossain, E. Ertin, A. Kennedy, D. Epstein, K. Preston, M. Jobes, S. Kedia, K. Ward, M. al’Absi, and S. Kumar, “Are We There Yet? Feasibility of Continuous Stress Assessment via Wireless Physiological Sensors,” ACM BCB, 2014. Pdf
  3. S. Hossain, A. Ali, M. Rahman, E. Ertin, D. Epstein, A. Kennedy, K. Preston, A. Umbricht, Y. Chen, and S. Kumar, "Identifying Drug (Cocaine) Intake Events from Acute Physiological Response in the Presence of Free-living Physical Activity," ACM IPSN, Germany, 2014. Pdf
  4. H. Sarker, M. Sharmin, A. Ali, M. Rahman, R. Bari, M. Hossain, and S. Kumar, "Assessing the Availability of Users to Engage in Just-in-Time Intervention in the Natural Environment," ACM UbiComp, USA, 2014. Pdf
  5. M. Ridwan, E. Choudhury, B. Poon, M. A. Amin, H. Yan, “A Navigational Aid System for Visually Impaired Using Microsoft Kinect”, IMECS, Hong Kong, 2014. Best paper award. Pdf
  6. M. S. Q. Z. Nine, B. Poon, M. A. Amin, H. Yan, “Human Computer Interaction through Wireless Brain Computer Interfacing Device”, ICITA, Australia, 2014. [Invited Talk].
  7. M. M. Rahman, M. A. Amin, B. Poon, H. Yan, “Recognizing Bangladeshi Currency for visually impaired”, ICMLC, China, 2014. Pdf

2013


  1. I. Nouyed, B. Poon, M. A. Amin, H. Yan, “Facial Authentication using Gabor Phase Feature Representations”, IMECS, Hong Kong, 2013. [Best paper award].
  2. M. R. Rahman, M. J. Islam, M. A. Amin, B. Poon, H. Yan “Real-time Human Detection and Tracking Using a Very Low-Resolution Camera”, ICITA, Australia, 2013.
  3. S. Rahman, M. A. Amin, B. Poon, H. Yan, “Script Identification from Handwriting Images Using Dimensionality Reduction and Feature Selection”, ICITA, Australia, 2013. Pdf
  4. N. Y. Song, J. Nicod, B. Min, R. C. C. Cheung, M. A. Amin, H. Yan, “Noise Filtering and Occurrence Identification of Mouse Ultrasonic Vocalization Call”, ICMLC, China, 2013. Pdf
  5. K. M. Akram, M. M. L. Elahi, M. A. Amin, “Multiple Level Set Region Based Single Line Road Extraction”, ICMLC, China, 2013. Pdf
  6. M. A. H. Monil, M. S. Q. Z. Nine, B. Poon, M. A. Amin, H. Yan, “Bangla Text Processing and Recounting Based on Fuzzy Unsupervised Feature Extraction and SVM”, ICMLC, China, 2013. Pdf
  7. A K M M. Rahman, ASM. I. Anam, M. I. Tanveer, and M. Yeasin, “EmoAssist: A Real-time Social Interaction Tool to assist the Visually Impaired", HCII, USA, 2013.

2012


  1. A. Ali, S. Hossain, K. Hovsepian, M. Rahman, K. Plarre, and S. Kumar, "mPuff: Automated Detection of Cigarette Smoking Puffs from Respiration Measurements," IPSN, China, 2012. Pdf
  2. E. Choudhury , S. Rahman , M. Ridwan , F. M. Sheikh, M. A. Amin, “Profound Impact of Artificial Neural Networks and Gaussian SVM Kernel on Distinctive Feature Set for Offline Signature Verification”, ICIEV, Bangladesh, 2012. Pdf
  3. M. I. Tanveer, A.S.M. I. Anam, S. Ghosh, A K M M. Rahman, and M. Yeasin, “FEPS: A Sensory Substitution System for the Blind to Perceive Facial Expressions”, ASSETS, Colorado, 2012.
  4. R. Qasim, M. Akram, M. A. Amin, “Signature Recognition using Different Types of Neural Networks”, ICIEV, Bangladesh, 2012.
  5. M. I. Ahmed, M. A. Amin, “Biometric Authentication using Circular Segment around Optical Disc”, ICIEV, Bangladesh, 2012. Pdf
  6. M. S. Arifin, M. G. Kibria, A. Firoze, M. A. Amin, H. Yan, “Dermatological Disease Diagnosis using Color Skin-Images”, ICMLC, China, 2012. Pdf
  7. M. I. Ahmed, B. Poon, M. Jewel, M A. Amin, H. Yan, “Fundus Phase Congruency Based Biometrics System”, ICMLC, China, 2012. Pdf
  8. J. Nicod, C. Hassett, N. Yu Song, M. A. Amin, B. B. Min , M. Goodson, B. Nell, R. Joynson, H. Page, C. Rowe, H. Yan, T. Weaver, R. C.C. Cheung, J. Flint, “1000 Voices Project: Deciphering the Genetic Basis of Adult Mouse Vocalization using a very Large Dataset”, SfN, USA, 2012.
  9. A K M M. Rahman, M. I. Tanveer, ASM. I. Anam, and M. Yeasin, "IMAPS: A Smart Phone Based Real-Time Framework For Prediction Of Affect In Natural Dyadic Conversation", VCIP, USA, 2012.

2011


  1. M. Rahman, A. Ali, Andrew Raij, Emre Ertin, Mustafa al’Absi, Santosh Kumar, "Online Detection of Speaking from Respiratory Measurement Collected in the Natural Environment", in the proceedings of the 10th ACM/IEEE International Conference on Information Processing in Sensor Networks, IPSN, Chicago, IL, 2011.
  2. A K M M. Rahman, M. I. Tanveer, and M. Yeasin. "A spatio-temporal probabilistic framework for dividing and predicting facial action units". ACII, USA, 2011.
  3. K. Plarre, A. Raij, S. Hossain, A. Ali, M. Nakajima, M. al'Absi, E. Ertin, et al., "Continuous Inference of Psychological Stress from Sensory Measurements Collected in the Natural Environment," ACM IPSN, USA, 2011. [Nominated for Best Paper Award]. Pdf
  4. M. Rahman, A. Ali, A. Raij, E. Ertin, M. al’Absi, S. Kumar, "Online Detection of Speaking from Respiratory Measurement Collected in the Natural Environment", ACM/IEEE IPSN, USA, 2011. Pdf
  5. M. I. Ahmed, M. A. Amin, B. Poon and H. Yan, “Biometric Authentication using Mean Intensity Spread of Optical Disc in Retinal Images”, ICITA, Australia, 2011. Pdf
  6. I. N., M. A. Amin, B. Poon and H. Yan, “Human Face Recognition Using Weighted Vote of Gabor Magnitude Filters”, ICITA, Australia, 2011. Pdf
  7. M I. Ahmed, M. A. Amin, “A Fast Method for Optical Disc Detection in Retinal Images”, ICCIT, Bangladesh, 2011.
  8. M. T. Imam, S. F. Miskhat, M. R. Rahman, M. A. Amin, “Neural Network and Regression Based Processor Load Prediction for Efficient Scaling of Grid and Cloud Resources”, ICCIT, Bangladesh, 2011. Pdf
  9. I. Hasan, M. Fatema, M. A. Amin, “Dual Iris Based Human Identification”, ICCIT, Bangladesh, 2011. Pdf
  10. M. Z. Hossain, M. A. Amin, H. Yan, “Rapid Feature Extraction for Bangla Handwritten Digit Recognition”, ICMLC, China, 2011. Pdf
  11. I. Nouyed, B. Poon, M. A. Amin, H. Yan, “Face Recognition Accuracy of Gabor Phase Representations at Different Scales and Orientations”, ICMLC, China, 2011. Pdf

2010


  1. J. Hosain and M. A. Amin, "Leaf Identification Based Plant Classification", ICCIT, 2010.
  2. A. Raij, P. Blitz, A. Ali, S. Fisk, "mstress: Supporting continuous collection of objective and subjective measures of psychosocial stress on mobile devices", Univ. of Memphis, 2010.

2009


  1. M. A. Amin and H. Yan, “Phase Congruency Based Retinal Vessel Segmentation”, ICMLC, China, 2009. [Best student paper award]. Pdf
  2. B. Poon, M. A. Amin and Hong Yan, “PCA Based Face Recognition and Testing Criteria”, ICMLC, China, 2009. Pdf

2008


  1. M. A. Amin and H. Yan, “Expression Intensity Measurement from Facial Images by Self Organizing Maps”, ICMLC, China, 2008. Pdf
  2. M. A. Amin and H. Yan, “Gabor Filter Representation for Face Recognition by Probabilistic Neural Networks”, ECVP, Denmark, 2008.
  3. M. S. Sorower, A K M M. Rahman and M. Yeasin, “A Survey on Machine Learning-based Approach for Testing Large Scale Software”, Workshop on advances and innovations in System Testing, Fedex Institute of Technology, The University of Memphis, 2008.

2007


  1. M. A. Amin and H. Yan, “Sign Language Finger Alphabet Recognition from Gabor-PCA Representation of Hand Gestures”, ICMLC, Hong Kong, 2007. Pdf

2006


  1. S. Masum, A. Ali, “Distributed Allocation of Identical Resources in Mobile Ad Hoc Networks”, in the proceeding of IEEE international Symposium on Modeling and Optimization in Mobile, Ad Hoc and Wireless Networks, April 03-06, 2006.
  2. S. Masum, A. Ali, “Maintaining a Binary Tree Structure for Mobile Ad Hoc Networks”, ISCC, Italy, 2006. Pdf
  3. S. Masum, A. Ali, “Asynchronous l-Exclusion in Mobile Ad Hoc Networks”, AINA, Austria, 2006. Pdf
  4. S. Masum, A. Ali, “Asynchronous Leader Election in Mobile Ad Hoc Networks”, AINA, Austria, 2006. Pdf
  5. H. Babu, A. Ali, A. Chowdhury, “Realization of Digital Fuzzy Operations using Multi-Valued Fredkin Gates”, CDES, a part of WORLDCOMP, USA, 2006. Pdf
  6. M. R. Amin, A. A. Ali and M. L. Rahman, “Web-Enabled Exam Preparation and Evaluation Services for Secondary Level Objective Tests with Bangla Language Interface”, ICCPB, 2006.

2005


  1. S. Masum, A. Ali, M. Akbar, “A Fault-Resilient l–Exclusion Algorithm for Mobile AD HOC Networks”, in the proceedings of IEEE Pacific Rim Conference on Communications, Computers and Signal Processing, PacRim 2005, Victoria, B.C., Canada, August 24–26, 2005.
  2. M. A. Amin, M. N. Dailey, N. V. Afzulpurkar, D. N. Batanov, V. Esichaikul, “A Fuzzy Clustering Approach to Estimate the Degree of Facial Expression Using Gabor-PCA Features”, RIUPEEE, Hong Kong, 2005.
  3. S. Masum, A. Ali, M. Akbar, “A Fault-Resilient l–Exclusion Algorithm for Mobile AD HOC Networks”, PacRim, Canada, 2005. Pdf

2004


  1. M. A. Amin, N. V. Afzolpurkar, S. Akter, “An Algorithm to Find the Area and Area based Feature of Image Objects and its Application in Image Matching”, ICIG, Thailand, 2004. Pdf
  2. M. A. Awal, M. A. Amin, K. Kanchanasut “A Framework of Business Generation for BTTB”, ICCIT, Bangladesh, 2004.

2003


  1. M. A. Amin, P. P. Dey “Using Common Neural Processing Units for Face-Recognition and Voice-Recognition”, ICCIT, Bangladesh, 2003.
  2. M. A. Amin, A. L. Haque. “A Problem Specific Real-time Image Recognition for Detecting Error in Tiles Image”, CISST, United States, 2003. Pdf
  3. M. A. Amin, P. P. Dey “The (7, 4, 1)-hamming code and Non-Euclidian Geometry”, IKE, United States, 2003. Pdf
  4. H. Babu, M. Islam, A. Ali, M. Akon, M. Rahaman, M. Islam, “A Technique for Logic Design of Voltage-Mode Pass Transistor Based Multi-Valued Multiple-Output Logic Circuits”, ISMVL, Japan, 2003. Pdf

2002


  1. M A. Amin, A H F M S. Kabir, P. Rana, M A.l Awal. “Construction of Disease Diagnostic Sub-system – Special Methods of Converting Continuous Attributes to Discrete”, ICCIT, Bangladesh, 2002.
  2. M. A. Amin. “Fuzzy Conversion from Higher Bit Colors to Lower Bit Colors”, ICCIT, Bangladesh, 2002.

Journal Publications

2020


  1. Robust Modeling of Epistemic Mental States, A K M M. Rahman, ASM. I. Anam, and M. Yeasin, Special Issue: Socio-Affective Technology, JMTA (Accepted) IF: 2.10, 2020

2018


  1. M. Kamal, A. A. Ali, M. A. H. Khan, and M. Shoyaib, "Braille to Text Translation for Bengali Language: A Geometric Approach, Jahangirnagar University Journal of IT, Vol. 7, June 2018, pp. 93-111.

2016


  1. PCA Based Human Face Recognition with Improved Methods for Distorted Images due to Illumination and Color Background, B. Poon, M A. Amin, H. Yan, IAENG International Journal of Computer Science, 2016

2015


  1. A Kennedy, D Epstein, M Jobes, K Phillips, D Agage, M Tyburski, A. Ali, R Bari, S Hossain, K Hovsepian, M Rahman, E Ertin, S Kumar, K Preston, “Continuous In-The-Field Measurement of Heart Rate: Correlates of Drug Use, Craving, Stress, and Mood in Polydrug Users”, in Drug and Alcohol Dependence, vol. 151, Elsevier, 2015. (IF: 3.322, 5yr IF: 3.72)
  2. High Speed Detection of Optical Disc in Retinal Fundus Image, M. I. Ahmed, M. A. Amin, Journal of Signal, Image and Video Processing, Springer, 2015
  3. A study on the discriminating characteristics of Gabor phase-face and an improved method for face recognition, I. Nouyed, B. Poon, M. A. Amin, H. Yan, IJMLC, Springer, 2015
  4. EmoAssist: A Social Interaction Tool to assist the Visually Impaired in real world environment, A K M M. Rahman, ASM. I. Anam, and M. Yeasin, JMTA, IEEE Xplore, 2015
  5. A Unified Framework for Dividing and Predicting a Large Set of Action Units environment, A K M M. Rahman, ASM. I. Anam, and M. Yeasin, IEEE Transaction of Affective Computing, 2015

2014


  1. M. Rahman, R. Bari, A. Ali, M. Sharmin, A. Raij, K. Hovsepian, S. Hossain, E. Ertin, A. Kennedy, D. Epstein, K. Preston, M. Jobes, S. Kedia, K. Ward, M. al’Absi, and S. Kumar, “Are We There Yet? Feasibility of Continuous Stress Assessment via Wireless Physiological Sensors,” in the proceedings of ACM BCB, 2014.
  2. Annotating Retina Fundus Images for Teaching and Learning Diabetic Retinopathy Software, R. Alam, B. Poon, M. K. Mohammed, M. A. Amin, H. Yan, Information Technology in Industry, 2014
  3. Retina Based Biometric Authentication using Phase Congruency, M. I. Ahmed, M. A. Amin, B. Poon, and H. Yan, IJMLC, Springer, 2014
  4. Dual Iris Based Human Identification, I. Hasan and M. A. Amin, Journal of Signal, Image and Video Processing, Springer, 2014

2013


  1. On Constructing Approximate Convex Hull, M. Z. Hossain, M. A. Amin, AJCM (Special Issue-Computational Geometry), Scientific Research, 2013

2012


  1. A. Ali, S. Hossain, K. Hovsepian, M. Rahman, K. Plarre, and S. Kumar, "mPuff: Automated Detection of Cigarette Smoking Puffs from Respiration Measurements," in the proceedings of ACM IPSN, Beijing, China, 2012.

2011


  1. M. Rahman, A. Ali, K. Plarre, M. al'Absi, E. Ertin, and S. Kumar, "mConverse: Inferring Conversation Episodes from Respiratory Measurements Collected in the Field," in the proceedings of ACM Wireless Health, San Diego, CA. 2011. (Nominated for Best Paper Award)
  2. High Speed Detection of Blood Vessels in a Retinal Fundus Image using Phase Congruency, M. A. Amin and H. Yan, Soft Computing, Springer, 2011
  3. Performance Evaluation and Comparison of PCA Based Human Face Recognition Methods for Distorted Images, B. Poon, M. A. Amin and H. Yan, IJMLC, Springer, 2011

2010


  1. A Consensus based ℓ-Exclusion Algorithm for Mobile Ad Hoc Networks, S. Masum, M. Akbar, A. Ali, M. Rahman, Ad Hoc Networks, Elsevier, 2010
  2. Tracking Facial behavior from Video, A K M M. Rahman, Sidney D’Mello, IIS, May, 2010

2009


  1. An Empirical Study on the Characteristics of Gabor Representations for Face Recognition, M. A. Amin and H. Yan, IJPRAI, World Scientific, 2009

2006


  1. A Method for Designing Decoded PLAs using Genetic Algorithms H. Babu, A. Wadud, A. Ali, Accepted for publication in the Dhaka University Journal of Science, 2006
  2. Analysis and Investigation of a High-Performance Intelligent Network using a UNIX-based tool, A K M F. Haque, A. A. Ali, M. S. Kaiser, Journal of the Bangladesh Electronics Society, 2006

2003


  1. H. Babu, M. Islam, A. Ali, M. Akon, M. Rahaman, M. Islam, “A Technique for Logic Design of Voltage-Mode Pass Transistor Based Multi-Valued Multiple-Output Logic Circuits”, in the proceedings of IEEE International Symposium of Multi-valued Logic, ISMVL, Japan, 2003.

Book Chapters

2019


  1. ABS Nayem, A. Sarker, O. Paul, A. Ali, M. A Amin, and A.K.M.M. Rahman, “LULC Segmentation of RGB Satellite Image Using FCN-8”, CCIS, Springer, 2019
  2. M. W. Hasan, A. H. Chowdhury, M. M. Hasan, A. R. Datta, A.K.M.M. Rahman, M A. Amin, “IoT Based Smart Application System to Prevent Sexual Harassment in Public Transport”, AISC, Springer, 2019.
  3. S. Sharmin, M. Shoyaib, A. Ali, M. Khan, O. Chae, "Simultaneous Feature Selection and Discretization based on Mutual Information", Pattern Recognition, Elsevier, 2019. Pdf

2018


  1. A. K Mutasim, M. R. Bashar, R. S. Tipu, M. K. Islam, M A. Amin, “Computational Intelligence for Pattern Recognition in EEG Signals” Computational Intelligence for Pattern Recognition, Springer, 2018. Pdf

2017


  1. A. K Mutasim, R. S. Tipu, M R. Bashar, M A. Amin, "Video Category Classification Using Wireless EEG", Springer, BI, 2017. Pdf

2015


  1. A Kennedy, D Epstein, M Jobes, K Phillips, D Agage, M Tyburski, A. Ali, R Bari, S Hossain, K Hovsepian, M Rahman, E Ertin, S Kumar, K Preston, “Continuous In-The-Field Measurement of Heart Rate: Correlates of Drug Use, Craving, Stress, and Mood in Polydrug Users”, in Drug and Alcohol Dependence, Elsevier, 2015. Pdf
  2. M. M. Rahman, B. Poon, M. A. Amin and H. Yan, “Support System using Microsoft Kinect and Mobile Phone for Daily Activity of Visually Impaired”, Transactions on Engineering Technologies, Springer, 2015. Pdf
  3. M. Z. Hossain, M. Hasan, M. A. Amin, “Analysis of Efficient Construction for UV-Diagram”, Springer, ICSI-CCI, 2015. Pdf
  4. M. Z. Hossain, M. A. Wahid, M. Hasan, M. A. Amin, “Analysis of Spatial Subdivision on Gabriel Graph”, Springer, ICSI-CCI, 2015. Pdf
  5. M. Villegas, H. Muller, A. Gilbert, L. Piras, J. Wang, K. Mikolajczyk, A. G. S. de Herrera, S. Bromuri, M. A. Amin, M. K. Mohammed, B. Acar, S. Uskudarli, N. B. Marvasti, J. F. Aldana, M. del M. R. Garcia, “General Overview of ImageCLEF at the CLEF 2015 Labs”, Springer, CLEF, 2015. Pdf
  6. S. K. Paul, M. S. Q. Z. Nine, M. Hasan, M. A. Amin, “Cognitive Task Classification from Wireless EEG”, Springer, BIH 2015. Pdf

2014


  1. M. M. Rahman, M. A. Amin, B. Poon, H. Yan, “Recognizing Bangladeshi Currency for visually impaired”, CCIS, Springer, ICMLC 2014. Pdf

2012


  1. R. Azevedo, R. Landis, R. F. Behnagh, M. Duffy, G. Trev., J. Harley, F. Bouchet, J. Burlison, M. Taub, N. Pacam., M. Yeasin, A K M M. Rahman, M. I. Tanveer, and G. Hossain, “The Effectiveness of Pedagogical Agents’ Prompting and Feedback in Facilitating Co-Adapted Learning with MetaTutor”, Intelligent Tutoring Systems (ITS), 2012.

2010


  1. M. A. Amin and H. Yan, “Gabor and Log-Gabor Wavelet for Face Recognition,” Advances in Face Image Analysis: Techniques and Technologies, IGI Global, 2010. Pdf

2009


  1. M. A. Amin and H. Yan, “Gabor Wavelet in Behavioral Biometrics,” Behavioral Biometrics for Human Identification: Intelligent Applications, IGI Global, 2009. Pdf

2006


  1. M. A. Islam, S. Akhter, T. E. Mursalin, and M. A. Amin,”A Suitable Neural Network to Detect Textile Defects,” LNCS, Springer, 2006. Pdf

2005


  1. M. A. Amin, N. V. Afzulpurkar, M. N. Dailey, D. N. Batanov, V. Esichaikul, “Fuzzy-C-Mean Determines the Principle Component Pairs to Estimate the Degree of Emotion from Facial Expressions,” LNCS, Springer, 2005. Pdf