Research In Systems Science And Signal Processing

The current research of this group focuses on topics such as computational study of vision; image understanding; statistical techniques in computer vision; motion analysis and object tracking; distributed camera networks, video analytics; computational photography; steganography; digital forensics; Computational tomography — 2D and 3D reconstruction; compression of CT images; medical image processing; biomedical imaging; biomedical signal and image processing and reconstruction; document image analysis and recognition; Multilingual OCR, online handwriting recognition and speech synthesis for Indian languages; pattern classification and machine learning; statistical methods in machine learning; temporal data mining and large data analytics; speech signal processing; adaptive filtering and active noise cancellation; machine listening; audio-retrieval; DSP processors and hardware implementation of algorithms; real-time systems; sensor networks resource management, communication protocols, networked and distributed control and multi-agent systems and control.