• Complex
  • Title
  • Keyword
  • Abstract
  • Scholars
  • Journal
  • ISSN
  • Conference
成果搜索

author:

Niu, Yuzhen (Niu, Yuzhen.) [1] (Scholars:牛玉贞) | Zhang, Haifeng (Zhang, Haifeng.) [2] | Guo, Wenzhong (Guo, Wenzhong.) [3] (Scholars:郭文忠) | Ji, Rongrong (Ji, Rongrong.) [4]

Indexed by:

EI Scopus SCIE

Abstract:

Color correction plays an important role in the image processing field. But substantial research on the assessment of color correction is still insufficient. In this paper, we present an image quality assessment metric for color correction. It assesses the color consistency between the reference and target/result images of color correction according to their color contrast similarity and color value difference. Both the average difference and difference span are considered during the assessment. To compensate for the scene difference between the reference and target/result images of color correction, we propose to use an image registration algorithm to build their matching relationship, upon which a matching image is built. The matching image has the same scene as the target image and the same color feature as the reference image, and thus the matching image is regarded as the real reference image of our color correction assessment. Furthermore, we combine a confidence map of the matching image and a saliency map of the target/result image as a weighting map for assessment, which helps to improve the consistency between the objective and subjective assessment results. The experimental results show that our color correction assessment metric has better correlation, accuracy, and monotonicity with users' subjective scores than 19 state-of-the-art metrics.

Keyword:

Color contrast similarity color correction color value difference image quality assessment (IQA) visual saliency

Community:

  • [ 1 ] [Niu, Yuzhen]Fuzhou Univ, Coll Math & Comp Sci, Fuzhou 350100, Fujian, Peoples R China
  • [ 2 ] [Zhang, Haifeng]Fuzhou Univ, Coll Math & Comp Sci, Fuzhou 350100, Fujian, Peoples R China
  • [ 3 ] [Guo, Wenzhong]Fuzhou Univ, Coll Math & Comp Sci, Fuzhou 350100, Fujian, Peoples R China
  • [ 4 ] [Niu, Yuzhen]Fuzhou Univ, Fujian Key Lab Network Comp & Intelligent Informa, Fuzhou 350100, Fujian, Peoples R China
  • [ 5 ] [Zhang, Haifeng]Fuzhou Univ, Fujian Key Lab Network Comp & Intelligent Informa, Fuzhou 350100, Fujian, Peoples R China
  • [ 6 ] [Guo, Wenzhong]Fuzhou Univ, Fujian Key Lab Network Comp & Intelligent Informa, Fuzhou 350100, Fujian, Peoples R China
  • [ 7 ] [Niu, Yuzhen]Minist Educ, Key Lab Spatial Data Min & Informat Sharing, Fuzhou 350100, Fujian, Peoples R China
  • [ 8 ] [Zhang, Haifeng]Minist Educ, Key Lab Spatial Data Min & Informat Sharing, Fuzhou 350100, Fujian, Peoples R China
  • [ 9 ] [Guo, Wenzhong]Minist Educ, Key Lab Spatial Data Min & Informat Sharing, Fuzhou 350100, Fujian, Peoples R China
  • [ 10 ] [Ji, Rongrong]Xiamen Univ, Sch Informat Sci & Engn, Xiamen 361005, Fujian, Peoples R China

Reprint 's Address:

  • 牛玉贞

    [Niu, Yuzhen]Fuzhou Univ, Coll Math & Comp Sci, Fuzhou 350100, Fujian, Peoples R China;;[Niu, Yuzhen]Fuzhou Univ, Fujian Key Lab Network Comp & Intelligent Informa, Fuzhou 350100, Fujian, Peoples R China

Show more details

Version:

Related Keywords:

Related Article:

Source :

IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY

ISSN: 1051-8215

Year: 2018

Issue: 4

Volume: 28

Page: 849-862

4 . 0 4 6

JCR@2018

8 . 3 0 0

JCR@2023

ESI Discipline: ENGINEERING;

ESI HC Threshold:170

JCR Journal Grade:1

CAS Journal Grade:2

Cited Count:

WoS CC Cited Count: 35

SCOPUS Cited Count:

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 0

Online/Total:259/10062748
Address:FZU Library(No.2 Xuyuan Road, Fuzhou, Fujian, PRC Post Code:350116) Contact Us:0591-22865326
Copyright:FZU Library Technical Support:Beijing Aegean Software Co., Ltd. 闽ICP备05005463号-1