Publications
Md Atiqur Rahman and Robert Laganière. Spatio-Temporal Activity Detection via Joint Optimization of Spatial and Temporal Localization. In Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), pp. 242-250, USA, 2024.
Md Atiqur Rahman and Abdelhamid Mammeri. Vegetation Detection in UAV Imagery for Railway Monitoring. In Proceedings of 7th International Conference on Vehicle Technology and Intelligent Transportation System (VEHITS2021), pp. 457-464, 28-30 April, 2021.
Md Atiqur Rahman and Robert Laganière. Mid-level Fusion for End-to-End Temporal Activity Detection in Untrimmed Video. In Proceedings of 31st British Machine Vision Conference (BMVC2020), Manchester, UK, 2020.
Md Atiqur Rahman and Robert Laganière. Single-Stage End-to-End Temporal Activity Detection in Untrimmed Videos. In Proceedings of 17th Conference on Computer and Robot Vision (CRV2020), Ottawa, Canada, 2020.
Md Atiqur Rahman, Prince Kapoor, Robert Laganière, Daniel Laroche, Changyun Zhu, Xiaoyin Xu, and Ali Osman Ors. Deep People Detection: A Comparative Study of SSD and LSTM-decoder. In Proceedings of 15th Conference on Computer and Robot Vision (CRV2018), Toronto, Canada, 2018.
Md Atiqur Rahman, Tanzila Rahman, Robert Laganière, Noman Mohammed, and Yang Wang. Membership Inference Attack against Differentially Private Deep Models. Transactions on Data Privacy, 11:1, pp. 61-79, 2018.
Md Atiqur Rahman and Yang Wang. Optimizing Intersection-Over-Union in Deep Neural Networks for Image Segmentation. In Proceedings of 12th International Symposium on Visual Computing (ISVC2016), 10072, pp. 234-244, Las Vegas, USA, 2016.
Md Atiqur Rahman and Yang Wang. Learning Neural Networks with Ranking-based Losses for Action Retrieval. In Proceedings of 13th Conference on Computer and Robot Vision (CRV2016), pp. 1–7, Victoria, Canada, 2016. Best Vision Paper Award.
Md Atiqur Rahman, Shahed Anwar, Md. Ileas Pramanik, and Md. Ferdous Rahman. A Survey on Energy Efficient Routing Techniques in Wireless Sensor Network. In Proceedings of 15th International Conference on Advanced Communications Technology (ICACT), pp. 200–205, 2013.
Md Atiqur Rahman and Shahed Anwar. Enhanced QLRS-APM: A New Proposal for Enhancing Local Route Repair in Mobile Ad Hoc Networks. In Proceedings of 2nd World Congress on Computer Science and Information Engineering (CSIE), 127, pp. 91–99, 2012.
Md Atiqur Rahman, Md. Tanvir Hossain, and Shahed Anwar. A New Proposal for Choosing a Deflection Link in a Deflection Network. In Proceedings of 11th International Conference on Computer and Information Technology (ICCIT2008), pp. 669–674, 2008.
Thesis
Md Atiqur Rahman. What, When, and Where Exactly? Human Activity Detection in Untrimmed Videos Using Deep Learning. Ph.D. thesis, School of Electrical Engineering and Computer Science, University of Ottawa, Canada, 2024.
Md Atiqur Rahman. Application Specific Performance Measure Optimization using Deep Learning. M.Sc. thesis, Department of Computer Science, University of Manitoba, Canada, 2016.
Tech Report
Md Atiqur Rahman. Automatic Image Filtering using Deep Learning. Technical report submitted to Two Hat Security Research Corp. Kelowna, Canada, 2016.