Dr. Razib Iqbal

PhD, University of Ottawa, Canada, 2011

Research

Founder and Director: MuSyC Lab
Student Supervision:  Graduate  Undergraduate


Research Interests: Multimedia Systems, Internet of Things, Quality Software Engineering, Computer Science in K-12.

Grants: US DoE EIR Early Phase ($4M, 2021-2025), NASA MOSGC (2017, 2019, 2020), Graduate College Faculty Research Grant 2019, Graduate College Summer Faculty Fellowship 2018, Google Cloud Platform Education Grants 2016-17, Microsoft Azure Educator Grant 2015-16, CNAS Summer Fellowship 2016

Journal Papers:
10. J.D. Ellis, Razib Iqbal, and K. Yoshimatsu, “Verification of the Neural Network Training Process for Spectrum-based Chemical Substructure Prediction Using Metamorphic Testing”, Journal of Computational Science, pp. 101456, 2021. [link]
9. J.D. Ellis, Razib Iqbal, and K. Yoshimatsu, “A new approach for IR spectra matching using normalized local change”, Elsevier Analytica Chimica Acta, vol. 1103, pp. 49-57, 2020. [link]
8. Razib Iqbal, J. Hall, J.H. Lee, and A. Islam, “Enabling Real-Time Audio-Video Inputs for Internet of Things Operational Policy Enforcement”, Elsevier Internet of Things, vol. 6, 2019. [link]
7. M. Kazemi, Razib Iqbal, and S. Shirmohammadi, “Joint Intra and Multiple Description Coding for Packet Loss Resilient Video Transmission”, IEEE Transactions on Multimedia, vol. 20, no. 4, 2018. [link]
6. M. Kazemi, Razib Iqbal, and S. Shirmohammadi, “Redundancy Allocation Based on Weighted Mismatch-Rate Slope for Multiple Description Video Coding”, IEEE Transactions on Multimedia, vol. 19, no. 1, 2017. [link]
5. Razib Iqbal, S. Shirmohammadi, and R. Atwah, “A Dynamic Approach to Estimate Receiving Bandwidth for WebRTC”, International Journal of Multimedia Data Engineering and Management, vol. 7, no. 3, 2016. [pre-copyedited, author-produced PDF]
4. Razib Iqbal, T. Cleveland, and J. Saquer, “Impact of Advertisements on Webpage Design and User Engagement – A Review from HCI Perspective”, International Journal of Computer Science Issues, vol. 13, no. 2, 2016. [link]
3. Razib Iqbal, S. Shirmohammadi, and B. Hariri, “Modeling and Evaluation of a Metadata-based Adaptive P2P Video Streaming System”, The Computer Journal, vol. 56, no. 5, pp. 554-572, 2013. [pre-copyedited, author-produced PDF]
2. Razib Iqbal and S. Shirmohammadi, “DAg-stream: Distributed Video Adaptation for Overlay Streaming to Heterogeneous Devices”, Springer’s Peer-to-Peer Networking and Applications, vol. 2, no. 3, pp. 202-216, 2009. [pre-copyedited, author-produced PDF]
1. Razib Iqbal, S. Shirmohammadi, A. El Saddik, and J. Zhao, “Compressed Domain Video Processing for Adaptation, Encryption, and Authentication”, IEEE Multimedia, vol. 15, no. 2, pp. 38-50, April-June, 2008. [pre-copyedited, author-produced PDF]

Conference Papers:
36. T. Cory and Razib Iqbal, "Multi-scale Speaker Vectors for Zero-Shot Speech Synthesis", in Proceedings of IEEE COMPSAC, July 2022.
35. S. Guha and Razib Iqbal, "DESCo: Detecting Emotions from Smart Commands", in Proceedings of IEEE COMPSAC, July 2022.
34. Razib Iqbal, S Khanal, and M Kazemi, "CECNN: A Convergent Error Concealment Neural Network for Videos", in Proceedings of 19th International Conference on Signal Processing and Multimedia Applications (SIGMAP 2022), July 2022.
33. J. Ellis, A. Harris, N. Saquer, and R. Iqbal, "An Analysis of Lightweight Convolutional Neural Networks for Parking Space Occupancy Detection", in Proceedings of IEEE International Symposium on Multimedia (ISM), Nov. 29-Dec. 1, 2021.
32. S. Chaudhari and Razib Iqbal, "Towards a Template Matching Approach for Human Fall Detection", in Proceedings of IEEE COMPSAC, July 2021.
31. Razib Iqbal, K. Sargent, and L. Kovacs, "Towards Automatic Detection and Quantification of Mildew on Grape Leaf Disks", in Proceedings of 18th International Conference on Signal Processing and Multimedia Applications (SIGMAP 2021), July 2021.
30. E. McCullough, Razib Iqbal, and A. Katangur, "Analysis of Machine Learning Techniques for Lightweight DDos Attack Detection on IoT Networks", in Proceedings of EAI International Conference on Forthcoming Networks and Sustainability in the IoT Era (FoNeS-IoT 2020), Oct. 2020. [PDF]
29. MM Islam and Razib Iqbal, "SoCeR: A New Source Code Recommendation Technique for Code Reuse", in Proceedings of IEEE 44th Annual Computers, Software, and Applications Conference (COMPSAC), July 13-17, 2020. [author-produced PDF]
28. Razib Iqbal, T. Kuttenkuler, C. Brewer, and R. Sakidja, "A Framework for Visualizing the Dynamic Events of Carbon Nanocomposites using Virtual and Augmented Reality Tools", in Proceedings of 16th International Conference on Signal Processing and Multimedia Applications (SIGMAP), Prague, Czech Republic, July 26-28, 2019. [author-produced PDF]
27. Razib Iqbal, J. Lee, and J. Hall, "A Cloud Middleware Enabling Natural Speech Analysis for IoT Policy Enforcement in Smart Home Environments", in Proceedings of IEEE International Congress on Internet of Things (ICIOT), San Francisco, CA, USA, July 2-7, 2018. [link]
26. P. Pouladzadeh, Razib Iqbal, S. Shirmohammadi, and O. Fatemi, "A Cloud-Based Multi-Threaded Implementation of View Synthesis System", in Proceedings of IEEE International Symposium on Multimedia (ISM), Taichung, Taiwan, Dec. 11-13, 2017. [link]
25. J. Saquer and Razib Iqbal, "2-in-1 WITH THE JUMP-IT GAME", in Proceedings of Twenty-third Annual CCSC Midwest Conference, Grand Rapids, MI, USA, Sept. 22-23, 2017.
24. Razib Iqbal, M. Kenney, and J. Saquer, "Should We Place The License Plate Tracking System in The Cloud?", in Proceedings of 14th International Conference on Signal Processing and Multimedia Applications (SIGMAP), Madrid, Spain, July 24-26, 2017.
23. J. Hall and Razib Iqbal, "CoMPES: A Command Messaging Service for IoT Policy Enforcement in a Heterogeneous Network", in Proceedings of 2nd ACM/IEEE International Conference on Internet-of-Things Design and Implementation (IoTDI), Pittsburgh, PA, USA, Apr. 18-21, 2017.
22. J. Saquer and Razib Iqbal, "A Dynamic Programming Based Solution to the Two-Dimensional Jump-It Problem", in Proceedings of ACM Southeast Conference (ACM SE), Kennesaw, GA, USA, Apr. 13-15, 2017.
21. M. Kazemi, Razib Iqbal, and S. Shirmohammadi, "A Selective Intra-Coding Approach for Multiple Description Video Coding", in Proceedings of IEEE International Symposium on Multimedia (ISM), San Jose, CA, USA, Dec. 11-13, 2016.
20. Razib Iqbal, M. Scott, and T. Cleveland, "Measuring Actual Visitor Engagement in News Websites", in Proceedings of Intl. workshop on News Recommendation and Analytics (INRA) in conjunction with ACM UMAP, Halifax, Canada, Jul. 13-17, 2016.
19. R. Atwah, Razib Iqbal, S. Shirmohammadi, and A. Javadtalab, "A Dynamic Alpha Congestion Controller for WebRTC", in Proceedings of IEEE International Symposium on Multimedia (ISM), Miami, USA, Dec. 14-16, 2015.
18. Razib Iqbal and S. Shirmohammadi, "An Analytical Approach to Model Adaptive Video Streaming and Delivery", in Proceedings of Workshop on Advanced Video Streaming Techniques for Peer-To-Peer Networks and Social Networking, in conjunction with ACM Multimedia, Firenze, Italy, Oct. 25-29, 2010.
17. Razib Iqbal, S. Shahabuddin, S. Shirmohammadi, "Compressed-Domain Spatial Adaptation Resilient Perceptual Encryption of Live H.264 Video", in Proceedings of International Conference on Information Sciences, Signal Processing and their Applications (ISSPA), Kuala Lumpur, Malaysia, May 10-13, 2010.
16. S. Shahabuddin, Razib Iqbal, A. Nazari, and S. Shirmohammadi, "Compressed Domain Spatial Adaptation for H.264 Video", in Proceedings of ACM Multimedia, Beijing, China, Oct. 19 - 24, 2009.
15. Razib Iqbal, S. Ratti, and S. Shirmohammadi, “A Distributed Camera Network Architecture Supporting Video Adaptation”, in Proceedings of ACM/IEEE International Conference on Distributed Smart Cameras, Como, Italy, Aug. 30 – Sept. 2, 2009.
14. Razib Iqbal and S. Shirmohammadi, “A Light-Weight Federated Video Adaptation System for P2P Overlays”, in Proceedings of IEEE International Conference on Multimedia & Expo (ICME), New York, USA, June 28 - July 3, 2009.
13. Razib Iqbal and S. Shirmohammadi, “Cooperative Video Adaptation And Streaming Scheme For Mobile And Heterogeneous Devices In A Community Network”, in Proceedings of IEEE Workshop on Community Driven Mobile Multimedia, in conjunction with IEEE International Conference on Multimedia & Expo, New York, USA, June 28 - July 3, 2009.
12. S. Shahabuddin, Razib Iqbal, S. Shirmohammadi, and J. Zhao, “Compressed-Domain Temporal Adaptation-Resilient Watermarking For H.264 Video Authentication”, in Proceedings of IEEE Workshop on Multimedia Security and Content Protection, in conjunction with IEEE International Conference on Multimedia & Expo, New York, USA, June 28 - July 3, 2009.
11. Razib Iqbal and S. Shirmohammadi, “Online Adaptation for Video Sharing Application”, in Proceedings of ACM Multimedia, Vancouver, BC, Canada, Oct. 27 - 31, 2008.
10. Razib Iqbal, B. Hariri, and S. Shirmohammadi, “Modeling and Evaluation of Overlay Generation Problem for Peer-assisted Video Adaptation and Streaming”, in Proceedings of ACM International workshop on Network and Operating Systems Support for Digital Audio and Video (NOSSDAV), Braunschweig, Germany, May 28-30, 2008.
9. Razib Iqbal, D.T. Ahmed, and S. Shirmohammadi, “Distributed Video Adaptation and Streaming for Heterogeneous Devices”, in Proceedings of IEEE Workshop on Mobile Peer-to-Peer Computing, in conjunction with IEEE Conference on Pervasive Computing and Communications Workshops, Hong Kong, China, Mar. 17-21, 2008.
8. Razib Iqbal, S. Shirmohammadi, and J. Zhao, “Compressed Domain Authentication of Live Video”, in Proceedings of IEEE International Conference on Signal Processing and Communications (ICSPC), Dubai, UAE, Nov. 24-27, 2007.
7. Razib Iqbal and S. Shirmohammadi, “A Video Learning Contents Processing Framework for Portable E-learning Apparatus”, in Proceedings of 4th Annual conference on Intelligent Interactive Learning Object Repository Networks (I2LOR), Montreal, QC, Canada, Nov. 4-7, 2007.
6. Razib Iqbal, S. Shirmohammadi, and J. Zhao, “Hard Authentication of H.264 Video Applying MPEG-21 generic Bitstream Syntax Description (gBSD)”, in Proceedings of IEEE International Conference on Multimedia & Expo (ICME), Beijing, China, Jul. 2-5, 2007.
5. Razib Iqbal, S. Shirmohammadi, and A. El Saddik, "A Framework for MPEG-21 DIA Based Adaptation and Perceptual Encryption of H.264 Video", in Proceedings of SPIE/ACM Multimedia Computing and Networking Conference (MMCN), Vol. 6504, pp. 650403-1 – 650403-12, San Jose, CA, USA, Jan. 31 - Feb. 1, 2007.
4. Razib Iqbal, S. Shirmohammadi, and A. El Saddik, "Compressed-domain Encryption of Adapted H.264 Video", in Proceedings of IEEE Workshop on Security and Pervasive Multimedia Environments(MultiSec), pp. 979-984, San Diego, CA, USA, Dec. 11-13, 2006.
3. Razib Iqbal, S. Shirmohammadi, and C. Joslin, "MPEG-21 Based Temporal Adaptation of Live H.264 Video", in Proceedings of IEEE International Symposium on Multimedia (ISM), pp. 457-464, San Diego, CA, USA, Dec. 11-13, 2006.
2. Razib Iqbal, S. Shirmohammadi, and A. El Saddik, “Secured MPEG-21 Digital Item Adaptation for H.264 Video”, in Proceedings of IEEE International Conference on Multimedia & Expo (ICME), pp. 2181-2184, Toronto, Canada, Jul. 9-12, 2006.
1. Razib Iqbal and D.T. Ahmed, “A Structured Approach to Software Coding Quality Assurance”, in Proceedings of International Conference on Computer and Information Technology (ICCIT), Dhaka, Bangladesh, Dec. 28-30, 2005.

Book Chapters:
2. Razib Iqbal and S. Shirmohammadi, “Spatio-Temporal H.264/AVC Video Adaptation with MPEG-21”, in Handbook of MPEG Applications: Standards in Practice, Marios C. Angelides and Harry Agius, Wiley, ISBN 978-0-470-75007-0, pp. 205-220, 2010.
1. Razib Iqbal and S. Shirmohammadi, “MPEG-21 Based Video Adaptation with Encryption and Authentication”, in Encyclopedia of Multimedia, 2nd Edition, Borko Furht, Springer, ISBN: 978-0-387-74724-8, pp. 449–457, 2008.

E-Letter:
1. Razib Iqbal and S. Shirmohammadi, “Secure Adaptive Video Streaming in the Compressed-Domain: Benefits and Drawbacks”, IEEE COMSOC MMTC E-Letter, Vol.6, No.10, pp. 14-18, October 2011.

Technical Demos:
3. Razib Iqbal, S. Shahabuddin, S. Shirmohammadi, "Compressed-Domain Spatio-Temporal Adaptation System for Video Delivery", Proc. ACM Multimedia, Beijing, China, October 19 - 24, 2009.
2. Razib Iqbal, S. Shirmohammadi, "MPEG-21 Based Temporal Video Adaptation for Heterogeneous Devices and Mobile Environments", Proc. IEEE International Conference on Multimedia & Expo, New York, USA, June 28 - July 3, 2009.
1. Razib Iqbal, S. Shirmohammadi, "MPEG-21 Adaptation of Video Learning Objects", 3rd Annual Conference on Intelligent Interactive Learning Object Repository Network, Montreal, QC, Canada, November 2006.