Course Name: CS6870 : Digital Video Processing

Description: Video Acquisition and Representation: Spatio Temporal Sampling ? Sampling Structure Conversion ? Interpolation ? Color spaces ? video formats. Motion Analysis: 2D and 3D Motion Estimation and Compensation ? Optical Flow methods ? Block based ? Point correspondences Gradient based ? Intensity matching ? Feature matching ? Frequency domain motion estimation ? Depth from motion ? Structure from stereo ? 3D Reconstruction ? Motion analysis. Applications: Video Summarization, Video Surveillance, Video Watermarking, Video Mosaicing. Video Object Tracking and segmentation ? 2D and 3D motion tracking ? blob tracking ? kernel based ? Control tracking ? Feature matching ? Filtering ? mosaicing ? Video Segmentation ? Mean Shift based ? Active shape model ? Video shot boundary detection. Video Filtering: Motion Compensation ? Noise Filtering ? Enhancement and Restoration ? Video Stabilization and Super Resolution. Video coding, representation ? Video Standards: MPEG 1`, 2, MPEG 4, MPEG 7, H.261, H.263, H.264. Video c

Slot: B

RoomNo: CS24

Instructor: Anurag Mittal

Period: JAN-MAY 2013

This page was created on: Thursday 19th of September 2013 09:44:28 PM