Course: Digital Video Processing

Code: 3ФЕИТ05004

ECTS points: 6 ECTS

Number of classes per week: 3+0+0+3

Lecturer: Asst. Prof. Dr. Tomislav Kartalov

Course Goals (acquired competencies): The goal of this course is to provide an understanding of the theory behind various video processing tasks as well as practical experience in accomplishing them.  Upon the completion of this course students will have acquired in-depth knowledge to carry out research in video and image sequence-related areas and also an understanding of modern applications of video processing (e.g., video analysis, streaming, compression).

Course Syllabus: Basics of Analog and Digital Video, Spatio-Temporal Sampling, Sampling Structure Conversion. Video Formation Models. 2D Motion Modeling. Differential Methods, Matching Methods, Optimization Methods. Video Segmentation. Video Object Tracking. 3-D Motion and Structure Estimation. Noise Filtering. Advanced Standards Conversion. Restoration. Superresolution. Lossless Compression and Standards. Quantization and DPCM. Transform Coding and JPEG. Subband/Wavelet Coding and JPEG 2000. Frame-Based Compression Standards. Object-Based Coding and MPEG-4. Content-Based Video Indexing and MPEG-7. Digital Image and Video Watermarking.

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