Lossless White Balance for Improved Lossless CFA Image and Video Compression

被引:4
|
作者
Lee, Yeejin [1 ]
Hirakawa, Keigo [2 ]
机构
[1] Seoul Natl Univ Sci & Technol, Dept Elect & Informat Engn, Seoul 01811, South Korea
[2] Univ Dayton, Dept Elect & Comp Engn, Dayton, OH 45469 USA
基金
新加坡国家研究基金会;
关键词
Sensors; Image coding; Image color analysis; Image sensors; Sensor arrays; Correlation; Decorrelation; Color filter array; image compression; video compression; lifting scheme; white balance; COLOR;
D O I
10.1109/TIP.2022.3169687
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Color filter array is a spatial multiplexing of pixel-sized filters fabricated over pixel sensors in most color image sensors. The state-of-the-art lossless coding techniques of raw sensor data captured by such sensors leverage spatial or cross-color correlation using lifting schemes. In this paper, we propose a lifting-based lossless white balance algorithm. When applied to the raw sensor data, the spatial bandwidth of the implied chrominance signals decreases. We propose to use this white balance as a pre-processing step to lossless CFA subsampled image/video compression, improving the overall coding efficiency of the raw sensor data.
引用
收藏
页码:3309 / 3321
页数:13
相关论文
共 50 条
  • [41] An improved method for lossless data compression
    Bai, Y
    Cooklev, T
    DCC 2005: Data Compression Conference, Proceedings, 2005, : 451 - 451
  • [42] Improved lossless compression of general data
    Keating, S
    Pelly, J
    ELECTRONICS LETTERS, 2000, 36 (25) : 2070 - 2072
  • [43] A DIFFERENTIAL LOSSLESS IMAGE COMPRESSION SCHEME
    SAYOOD, K
    ANDERSON, K
    IEEE TRANSACTIONS ON SIGNAL PROCESSING, 1992, 40 (01) : 236 - 241
  • [44] Lossless DNA microarray image compression
    Faramarzpour, N
    Shirani, S
    Bondy, J
    CONFERENCE RECORD OF THE THIRTY-SEVENTH ASILOMAR CONFERENCE ON SIGNALS, SYSTEMS & COMPUTERS, VOLS 1 AND 2, 2003, : 1501 - 1504
  • [45] Lossless Image Compression In Cloud Computing
    Nivedha, B.
    Priyadharshini, M.
    Thendral, E.
    Deenadayalan, T.
    2017 INTERNATIONAL CONFERENCE ON TECHNICAL ADVANCEMENTS IN COMPUTERS AND COMMUNICATIONS (ICTACC), 2017, : 112 - 115
  • [46] A SET OF TRANSFORMATIONS FOR LOSSLESS IMAGE COMPRESSION
    WANG, Y
    IEEE TRANSACTIONS ON IMAGE PROCESSING, 1995, 4 (05) : 677 - 679
  • [47] Near Lossless Image Compression System
    Mamatha, A. S.
    Singh, Vipula
    2012 ASIA PACIFIC CONFERENCE ON POSTGRADUATE RESEARCH IN MICROELECTRONICS & ELECTRONICS (PRIMEASIA), 2012, : 35 - 41
  • [48] Lossless image compression by Evolvable Hardware
    Salami, M
    Iwata, M
    Higuchi, T
    FOURTH EUROPEAN CONFERENCE ON ARTIFICIAL LIFE, 1997, : 407 - 416
  • [49] Perceptually lossless fractal image compression
    Lin, H
    Venetsanopoulos, AN
    VISUAL COMMUNICATIONS AND IMAGE PROCESSING '96, 1996, 2727 : 1394 - 1399
  • [50] Adaptive predictor for lossless image compression
    Hlavác, V
    Fojtík, J
    COMPUTING, 1999, 62 (04) : 339 - 354