Arbitrary-ratio image resizing using fast DCT of composite length for DCT based transcoder

被引:32
|
作者
Park, YS [1 ]
Park, HW [1 ]
机构
[1] Korea Adv Inst Sci & Technol, Dept Elect Engn, Taejon 305701, South Korea
关键词
arbitrary-ratio image resizing; composite length DCT; transcoder;
D O I
10.1109/TIP.2005.863117
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
We propose a fast arbitrary-ratio image resizing method for transcoding of the compressed images. The downsizing process in the discrete cosine transform (DCT) domain can be implemented by truncating high-frequency coefficients, whereas the upsizing process is implemented in the DCT domain by padding zero coefficients to the high-frequency part. The proposed method combines a fast inverse and forward DCT of composite length for arbitrary-ratio upsizing or downsizing. According to the resizing ratio, truncating the high-frequency coefficients and padding zeros are appropriately considered by combining the inverse DCT and forward DCT. The proposed method shows a good peak signal-to-noise ratio and less computational complexity compared with the spatial-domain and previous DCT-domain image resizing methods.
引用
收藏
页码:494 / 500
页数:7
相关论文
共 50 条
  • [1] New Joint Demosaicing and Arbitrary-Ratio Resizing Algorithm for Color Filter Array Based on DCT Approach
    Chung, Kuo-Liang
    Yang, Wei-Jen
    Yan, Wen-Ming
    Fuh, Chiou-Shann
    IEEE TRANSACTIONS ON CONSUMER ELECTRONICS, 2010, 56 (02) : 783 - 791
  • [2] Fast arbitrary resizing of images in DCT domain
    Tan, Ee-Leng
    Gan, Woon-Seng
    Wong, Meng-Tong
    2007 IEEE INTERNATIONAL CONFERENCE ON MULTIMEDIA AND EXPO, VOLS 1-5, 2007, : 1671 - +
  • [3] A fast down-sampling method for arbitrary-ratio spatial scalability based on type-II DCT
    Shin, Ilhong
    Yu, Jeongju
    Hong, JinWoo
    2008 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH AND SIGNAL PROCESSING, VOLS 1-12, 2008, : 685 - 688
  • [4] Arbitrary resizing of images in DCT domain using lapped transforms
    Lee, CW
    Ko, H
    ELECTRONICS LETTERS, 2005, 41 (24) : 1319 - 1320
  • [5] Image resizing in the compressed domain using subband DCT
    Mukherjee, J
    Mitra, SK
    IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2002, 12 (07) : 620 - 627
  • [6] Image coding using adaptive resizing in the block-DCT domain
    Koivusaari, JJ
    Takala, JH
    Gabbouj, M
    MULTIMEDIA ON MOBILE DEVICES II, 2006, 6074
  • [7] DCT based video downscaling transcoder using split and merge technique
    Fung, KT
    Siu, WC
    IEEE TRANSACTIONS ON IMAGE PROCESSING, 2006, 15 (02) : 394 - 403
  • [8] Image Arbitrary-Ratio Down- and Up-Sampling Scheme Exploiting DCT Low Frequency Components and Sparsity in High Frequency Components
    Zhang, Meng
    Chen, Tinghuan
    Shi, Xuchao
    Cao, Peng
    IEICE TRANSACTIONS ON INFORMATION AND SYSTEMS, 2016, E99D (02): : 475 - 487
  • [9] A DCT based fast algorithm for image vector quantization
    Wu, JH
    Zhang, X
    Wan, GJ
    Yang, MJ
    ICEMI'99: FOURTH INTERNATIONAL CONFERENCE ON ELECTRONIC MEASUREMENT & INSTRUMENTS, VOLS 1 AND 2, CONFERENCE PROCEEDINGS, 1999, : 893 - 897
  • [10] A Fast JPEG Image Compression Algorithm Based on DCT
    Xiao, Weidong
    Wan, Nianbin
    Hong, Alan
    Chen, Xiaoyan
    2020 IEEE INTERNATIONAL CONFERENCE ON SMART CLOUD (SMARTCLOUD 2020), 2020, : 106 - 110