• Signals and Systems
• Digital Signal Processing
• Image Processing
• Image Information Science and Human Communication
• Multimedia Information Systems

• Image processing: image restoration, super-resolution imaging
• Multimedia communications: video coding, stereo (3D) video generation, network coding for multimedia streaming
• Content-based image and video retrieval: automatic image and video annotation
• Biomedical signal processing and imaging: EEG-based visual perception research, fast MRI

1. Nguyen Linh-Trung, Truong Minh-Chinh, Tan Tran-Duc, Ha Vu Le, Minh Ngoc Do, "Chaotic Compressed Sensing and Its Application to Magnetic Resonance Imaging," REV Journal on Electronics and Communications, Vol.3, No.3-4, July-December 2013, pp.84-92. doi:10.21553/rev-jec.60 [pdf]

2. Guna Seetharaman, Ha V. Le, "Video-Assisted Global Positioning in Terrain Navigation with Known Landmarks," International Journal of Distributed Sensor Networks, Vol.2, No.2, April-June 2006, pp.103-119. doi:10.1080/15501320500201235
   

3. Ha V. Le, Guna Seetharaman, "A Super-Resolution Imaging Method Based on Dense Subpixel-Accurate Motion Fields," Journal of Signal Processing Systems, Vol.42, No.1, January 2006, pp.79-89. doi:10.1007/s11265-005-4167-8 [pdf (pre-print)]
   

1. Nguyen Van Ly, Le Minh Duong, Ha Vu Le, Nguyen Linh-Trung, "Performance of Network Coding for Multimedia Data Transmission over MANET," In Proceedings of the 2014 International Conference on Advanced Technologies for Communications, pp.594-599, October 2014, Ha Noi, Vietnam. doi:10.1109/ATC.2014.7043458

2. Phuong-Nhung Tran, Cam-Tu Nguyen, Jinhee Chun, Ha Vu Le, Takeshi Tokuyama, "A Multiple Instance Learning Approach to Image Annotation with Saliency Map," In The International Conference on Knowledge Discovery and Information Retrieval, September 2013, Algarve, Portugal. doi:10.5220/0004543901520159 [pdf]
   

3. Cam-Tu Nguyen, Ha Vu Le, Takeshi Tokuyama, "Cascade of Multi-level Multi-Instance Classifiers for Image Annotation," In The International Conference on Knowledge Discovery and Information Retrieval, October 2011, Paris , France. doi:10.5220/0003634400140023 [pdf]
   

4. Hong-Thinh Nguyen, Viet-Dung Nguyen, Ha Vu Le, "Super-Resolution Image Construction from High-Speed Camera Sequences," In Proceedings of the 2010 International Conference on Advanced Technologies for Communications, pp.152-157, October 2010, HoChiMinh city, Vietnam. doi:10.1109/ATC.2010.5672692 [pdf (pre-print)]

5. Ha V. Le, Michele Gouiffes, Fabien Parrain, Alain Bosseboeuf, Bertrand Zavidovique, "Image Blur Analysis for the Subpixel-level Measurement of In-plane Vibration Parameters of MEMS Resonators," In Proceedings of SPIE, Vol. 6696, pp.66962D, August 2007, San Diego, CA, USA. doi:10.1117/12.733533 [pdf (pre-print)]

6. Ha Vu Le, "A Structure-from-motion Method for 3-D Reconstruction of Moving Objects from Multiple-view Image Sequences," In Proceedings of the 2004 IEEE International Conference on Image Processing, Vol.3, pp.1955-1958, October 2004, Singapore. doi:10.1109/ICIP.2004.1421463 [pdf (pre-print)]

7. Guna Seetharaman, Ha V. Le, S. S. Iyengar, R. Logananthraj, "SmartSAM: A Multisensor Network Based Framework for Video Surveillance and Monitoring," In Proceedings of the International Symposium on Mathematical Theory of Networks and Systems, July 2004, Leuven, Belgium. [pdf (pre-print)]

8. Ha V. Le, Guna Seetharaman, Bertrand Zavidovique, "A Multiscale Technique for Optical Flow Computation Using Piecewise Affine Approximation," In Proceedings of the IEEE International Workshop on Computer Architectures for Machine Perception, pp.221-230, May 2003, New Orleans, LA, USA. doi:10.1109/CAMP.2003.1598167 [pdf (pre-print)]

9. Anant Utgikar, Guna Seetharaman, Ha Le, "VLSI Architecture for Video-Assisted Global Positioning," In Proceedings of the IEEE International Workshop on Computer Architectures for Machine Perception, pp.249-255, May 2003, New Orleans, LA, USA. doi:10.1109/CAMP.2003.1598170

10. Ha V. Le, Guna Seetharaman, "A Superresolution Imaging Method Based on Dense Subpixel-Accurate Motion Fields," In Proceedings of the International Workshop on Digital and Computational Video, pp.35-42, November 2002, Clearwater Beach, FL, USA. doi:10.1109/DCV.2002.1218741

11. Ha V. Le, Guna Seetharaman, Harold Szu, "Video-Assisted Global Positioning in Terrain Navigation: Hough Transform Solution," In Proceedings of the Indian Conference on Computer Vision, Graphics and Image Processing, December 2003, Ahmedabad, India. [pdf]

1. Guna Seetharaman, S.S. Iyengar, Ha V. Le, N. Balakrishnan, R. Logananthraj (2005), "Multisensor Network-Based Framework for Video Surveillance: Real-Time Superresolution Imaging," In Sensor Network Operations (eds. S. Phoha, T.F. LaPorta, C. Griffin), John Wiley & Sons, Hoboken, NJ, USA, pp.631-647. doi:10.1002/9780471784173.ch11

Professional activities

• Member of IEEE Computer Society and Signal Processing Society (since 1997)
• Member of the Editorial Board, REV Journal on Electronics and Communications
• Member of the Organizing and Technical Program Committees, International Conferences on Advanced Technologies for Communications (2008, 2009, 2010, 2011)