New global motion compensated de-interlacing algorithm based on horizontal and vertical patterns

• Published in: 2004 IEEE International Conference on Acoustics, Speech, and Signal Processing Vol. 3; pp. iii - 345
• Main Authors: Min Kyu Park, Moon Gi Kang
• Format: Conference Proceeding
• Language: English
• Published: Piscataway, N.J IEEE 2004
• Subjects: Applied sciences; Detection, estimation, filtering, equalization, prediction; Exact sciences and technology; Filtering; Hardware; HDTV; Image converters; Image processing; Information, signal and communications theory; Interpolation; Microcomputers; Miscellaneous; Moon; Motion compensation; Motion estimation; Robustness; Signal and communications theory; Signal processing; Signal, noise; Telecommunications and information theory; Performance evaluation; Image quality; Interpolation; Adaptive algorithm; Threshold detection; Interlacing; Signal processing; Motion compensation; Failure detection; Subjective evaluation; Deinterlacing
• ISBN: 9780780384842; 0780384849
• ISSN: 1520-6149
• DOI: 10.1109/ICASSP.2004.1326552

We propose a robust de-interlacing algorithm which combines edge dependent interpolation (EDI) and global motion compensation (GMC). Generally, the EDI algorithm shows a visually better performance than any other de-interlacing algorithm using one field. However, due to the restricted information in one field, a high quality progressive image from interlaced sources cannot be acquired by intrafield methods. Hence, the proposed algorithm makes use of a process of mixing EDI and GMC. In order to obtain the best result, an adaptive thresholding algorithm for detecting the failure of GMC is proposed. Experimental results indicate that the proposed algorithm outperforms conventional approaches with respect to both objective and subjective criteria.