Narendra Ahuja

Professor Narendra Ahuja is a Research Professor at the University of Illinois Urbana-Champaign, affiliated with the Department of Computer Science and the Coordinated Science Laboratory. His research has made foundational contributions to computer vision, pattern recognition, robotics, and image processing, with a particular emphasis on automated image understanding and visual representation. Professor Ahuja introduced pioneering computational approaches for automatically extracting the syntax of images and using it for image understanding. His work developed unsupervised methods for discovering, modeling, recognizing, and explaining object categories in large image collections, as well as organizing these categories into meaningful taxonomies. He has also proposed a novel Fourier-based formulation for representing and synthesizing videos of dynamic textures, extending analysis beyond traditional spatial-domain methods. His research bridges theory and application, advancing intelligent visual systems, novel sensing technologies, and human–computer interaction.