Comprehensive interest points based imaging mosaic

被引:33
作者
Tian, GY [1 ]
Gledhill, D [1 ]
Taylor, D [1 ]
机构
[1] Univ Huddersfield, Sch Engn Elect & Commun Res, Huddersfield HD1 3DH, W Yorkshire, England
基金
英国工程与自然科学研究理事会;
关键词
interest points; image mosaic; homography; image features; image understanding;
D O I
10.1016/S0167-8655(02)00287-8
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
This paper begins by reviewing the current state-of-the-art for imaging mosaic and applications. Then a new approach that uses a four-step automatic imaging mosaic, based on interest points, is proposed. The four steps are identification of interest points, finding corresponding points in the stitching images, deriving the spatial and spectral transform matrix then image mosaic and smoothing. The advantage of this approach is that it is robust to image capture conditions such as lighting, rotation, viewpoint and capture device. (C) 2002 Elsevier Science B.V. All rights reserved.
引用
收藏
页码:1171 / 1179
页数:9
相关论文
共 25 条
[1]  
[Anonymous], 1993, Three-Dimensional Computer Vision: A Geometric Viewpoint
[2]  
*APPL COMP INC, 1995, OV APPL QUICK VR TEC
[3]   Complex wavelet-based image mosaics using edge-preserving visual perception modeling [J].
Bao, P ;
Xu, D .
COMPUTERS & GRAPHICS-UK, 1999, 23 (03) :309-321
[4]  
CAN A, 2000, P CVPR, P523
[5]  
CAN A, 1999, P IEEE C COMP VIS PA, P286
[6]  
CASPI Y, 2001, P 8 INT C COMP VIS V, V2, P76
[7]   Color normalization for color object recognition [J].
Finlayson, GD ;
Tian, GY .
INTERNATIONAL JOURNAL OF PATTERN RECOGNITION AND ARTIFICIAL INTELLIGENCE, 1999, 13 (08) :1271-1285
[8]  
FINLAYSON GD, 1999, P CIR 99 NEWC SESS 2, P1
[9]   Diagonal versus affine transformations for color correction [J].
Funt, BV ;
Lewis, BC .
JOURNAL OF THE OPTICAL SOCIETY OF AMERICA A-OPTICS IMAGE SCIENCE AND VISION, 2000, 17 (11) :2108-2112
[10]  
Harris C G., 1988, Alvey Vis. Conf., P147, DOI DOI 10.5244/C.2.23