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.