High-performance local-dimming algorithm based on image characteristic and logarithmic function

被引:15
|
作者
Zhang, Tao [1 ,2 ]
Wang, Yifei [1 ,2 ]
Wu, Hongying [1 ,2 ]
Li, Meng [3 ]
Lei, Zhichun [4 ,5 ]
机构
[1] Tianjin Univ, Sch Elect & Informat Engn, Tianjin 300072, Peoples R China
[2] Tianjin Univ, Texas Instruments DSP Joint Lab, Tianjin, Peoples R China
[3] Shenzhen HUAWEI Technol Co Ltd, Hass Res Dept, Shenzhen, Peoples R China
[4] Tianjin Univ, Sch Microelect, Tianjin, Peoples R China
[5] Univ Appl Sci Ruhr West, Inst Sensing & Measurement, Mulheim, Germany
关键词
contrast ratio; HDR; local dimming; power consumption; visual quality; BACKLIGHT; LCD; SYSTEM; QUALITY; POWER;
D O I
10.1002/jsid.740
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
With the emergence of high-dynamic range (HDR) image and video, displaying an HDR image or video on a standard dynamic range displays with natural visual effect, clear details on local areas, and high-contrast ratio has become an important issue. To achieve HDR, local-dimming technique has been commonly practiced. In this paper, we investigate the problem of local dimming for LED-backlight LC display to provide algorithm support for developing HDR displays. A novel local-dimming algorithm is proposed to improve the contrast ratio, enhance the visual quality, and reduce the power consumption of the LCDs. The proposed algorithm mainly consists of two parts. The first part is a backlight luminance extraction method based on dynamic threshold and the maximum grayscale of an image block to improve the contrast ratio and reduce the power consumption. In the second one, a pixel compensation method based on logarithmic function is used to improve the visual quality and contrast ratio. At the same time, in order to better smooth the backlight diffusion at the edges of the backlight luminance signal to enhance the accuracy of the pixel compensation, we draw on the idea of BMA and improve it to establish the backlight diffusion model with different low-pass-filter templates for different types of blocks. Simulation and measured results show that the proposed algorithm outperforms the competing ones in contrast ratio, visual quality, and power-saving ratio.
引用
收藏
页码:85 / 100
页数:16
相关论文
共 50 条
  • [21] A High-Performance Steganography Algorithm Based on HEVC Standard
    Liu, Si
    Liu, Yunxia
    Lv, Guoning
    Feng, Cong
    Zhao, Hongguo
    ADVANCED INTELLIGENT COMPUTING TECHNOLOGY AND APPLICATIONS, ICIC 2023, PT I, 2023, 14086 : 522 - 531
  • [22] A high-performance clustering algorithm based on searched experiences
    Tsai, Chun-Wei
    Ding, Yong-Chun
    Liu, Shi-Jui
    Chiang, Ming-Chao
    Yang, Chu-Sing
    COMPUTERS IN HUMAN BEHAVIOR, 2019, 100 : 231 - 241
  • [23] A Backlight Dimming Algorithm for Low Power and High Image Quality LCD Applications
    Cho, Hyunsuk
    Kwon, Oh-Kyong
    IEEE TRANSACTIONS ON CONSUMER ELECTRONICS, 2009, 55 (02) : 839 - 844
  • [24] SYMMETRIC KEY CRYPTOGRAPHIC ALGORITHM BASED ON LOGARITHMIC FUNCTION
    Nema, Preksha
    Rizvi, M. A.
    2015 FIFTH INTERNATIONAL CONFERENCE ON COMMUNICATION SYSTEMS AND NETWORK TECHNOLOGIES (CSNT2015), 2015, : 757 - 762
  • [25] Efficient image encryption algorithm based on dynamic high-performance S-box and hyperchaotic system
    Su, Yuyue
    Tong, Xiaojun
    Zhang, Miao
    Wang, Zhu
    PHYSICA SCRIPTA, 2023, 98 (06)
  • [26] Local Dimming Algorithm of Automotive LCD Instrument Based on Otsu and Maximum Entropy
    Liu, Tianfu
    Tang, Chunqiu
    JOURNAL OF NANOMATERIALS, 2022, 2022
  • [27] Adaptive high-gray image enhancement algorithm based on logarithmic mapping and simulated exposure
    Lv, Zhigang
    Wang, Peng
    Wang, Hongxi
    Li, Liangliang
    Li, Jianheng
    Li, Xiaoyan
    Li, Xiaobin
    Liu, Changqing
    Sha, Baolin
    INFRARED PHYSICS & TECHNOLOGY, 2024, 136
  • [28] Local Dimming for Video Based on an Improved Surrogate Model Assisted Evolutionary Algorithm
    Cao, Yahui
    Zhang, Tao
    Zhao, Xin
    Yan, Yuzheng
    Cui, Shuxin
    IEEE TRANSACTIONS ON EMERGING TOPICS IN COMPUTATIONAL INTELLIGENCE, 2024, 8 (04): : 3166 - 3179
  • [29] Image-classification-based global dimming algorithm for LED backlights in LCDs
    Feng Qibin
    He Huijie
    Han Dong
    Zhang Lei
    Lv Guoqiang
    OPTICS AND LASER TECHNOLOGY, 2015, 70 : 106 - 111
  • [30] A local dimming method based on improved multi-objective evolutionary algorithm
    Zhang, Tao
    Qi, Wang
    Zhao, Xin
    Yan, Yuzheng
    Cao, Yahui
    EXPERT SYSTEMS WITH APPLICATIONS, 2022, 204