Ghost detection and removal for high dynamic range images: Recent advances

被引:84
作者
Srikantha, Abhilash [1 ]
Sidibe, Desire [1 ]
机构
[1] Univ Bourgogne, CNRS, LE2I, UMR 6306, F-71200 Le Creusot, France
关键词
High dynamic range images; Exposures fusion; Ghost detection; Ghost removal; CAMERA; FUSION;
D O I
10.1016/j.image.2012.02.001
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
High dynamic range (HDR) image generation and display technologies are becoming increasingly popular in various applications. A standard and commonly used approach to obtain an HDR image is the multiple exposures' fusion technique which consists of combining multiple images of the same scene with varying exposure times. However, if the scene is not static during the sequence acquisition, moving objects manifest themselves as ghosting artefacts in the final HDR image. Detecting and removing ghosting artefacts is an important issue for automatically generating HDR images of dynamic scenes. The aim of this paper is to provide an up-to-date review of the recently proposed methods for ghost-free HDR image generation. Moreover, a classification and comparison of the reviewed methods is reported to serve as a useful guide for future research on this topic. (c) 2012 Elsevier B.V. All rights reserved.
引用
收藏
页码:650 / 662
页数:13
相关论文
共 42 条
[1]  
[Anonymous], 2005, High Dynamic Range Imaging: Acquisition, Display, and Image-Based Lighting (The Morgan Kaufmann Series in Computer Graphics
[2]  
[Anonymous], 2010, AS C COMP VIS
[3]   High dynamic range imaging for digital still camera: an overview [J].
Battiato, S ;
Castorina, A ;
Mancuso, M .
JOURNAL OF ELECTRONIC IMAGING, 2003, 12 (03) :459-469
[4]  
BERGEN JR, 1992, LECT NOTES COMPUT SC, V588, P237
[5]  
Bogoni L, 2000, INT C PATT RECOG, P7, DOI 10.1109/ICPR.2000.903475
[6]   Fast approximate energy minimization via graph cuts [J].
Boykov, Y ;
Veksler, O ;
Zabih, R .
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2001, 23 (11) :1222-1239
[7]  
Brajovic V, 2004, PROC CVPR IEEE, P189
[8]  
Brown M, 2003, NINTH IEEE INTERNATIONAL CONFERENCE ON COMPUTER VISION, VOLS I AND II, PROCEEDINGS, P1218
[9]   THE LAPLACIAN PYRAMID AS A COMPACT IMAGE CODE [J].
BURT, PJ ;
ADELSON, EH .
IEEE TRANSACTIONS ON COMMUNICATIONS, 1983, 31 (04) :532-540
[10]  
Debevec Paul E, 2008, ACM SIGGRAPH 2008 CL, P1, DOI [10.1145/258734.258884, DOI 10.1145/1401132.1401174]