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Areas of interest
Signal Processing
Biography
P.Eng.
Ph.D., Electrical Engineering, Rensselaer Polytechnic Institute, USA, 2003
M.S., Mathematics, Rensselaer Polytechnic Institute, USA, 2002
M.S., Electrical Engineering, Rensselaer Polytechnic Institute, USA, 2000
B.Sc.Eng., Electronic Engineering, University of Natal, South Africa, 1998
Courses
Summer 2025
Future courses may be subject to change.
Research Interests
- Signal processing and machine learning
- Multimedia signal processing, compression, and communications
- Collaborative intelligence
Teaching Interests
- Signal processing and communications
- Information theory
- Deep Learning
Selected Recent Publications
- C. Dinesh, G. Cheung, and I. V. Baji膰, 鈥淧oint cloud sampling via graph balancing and Gershgorin disc alignment,鈥� IEEE Trans. Pattern Analysis and Machine Intelligence, vol. 45, no. 1, pp. 868-886, Jan. 2023.
- H. Choi and I. V. Baji膰, 鈥淪calable image coding for humans and machines,鈥� IEEE Trans. Image Processing, vol. 31, pp. 2739-2754, Mar. 2022.
- S. R. Alvar and I. V. Baji膰, 鈥淧areto-optimal bit allocation for collaborative intelligence,鈥� IEEE Trans. Image Processing, vol. 30, pp. 3348-3361, Feb. 2021.