Complete image fusion method based on fuzzy transforms

被引：8
作者：
Di Martino, Ferdinando [1 ]
Sessa, Salvatore [1 ,2 ]
机构：
[1] Univ Napoli Federico II, Dipartimento Architettura, Via Toledo 402, I-80134 Naples, Italy
[2] Univ Napoli Federico II, Ctr Interdipartimentale Ric BAP, Via Toledo 402, I-80134 Naples, Italy
来源：
SOFT COMPUTING | 2019年 / 23卷 / 06期
关键词：
Image processing; Image fusion; Fuzzy transform; DECOMPRESSION; COMPRESSION;
D O I：
10.1007/s00500-017-2929-4
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
We present a new image fusion method based on fuzzy transforms which controls the error produced in the division in blocks of the image during the compression phase. In terms of quality of the fused images, we show that our method improves the results obtained in a previous paper. The execution time remains comparable by augmenting the dimensions of the original images.
引用
收藏
页码：2113 / 2123
页数：11
相关论文
共 32 条
[1]  
Adelson E. H., 1984, RCA Eng, V29, P33
[2]   Wavelet based image fusion techniques - An introduction, review and comparison [J].
Amolins, Krista ;
Zhang, Yun ;
Dare, Peter .
ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING, 2007, 62 (04) :249-263
[3]  
[Anonymous], 2011, IMAGE FUSION, DOI DOI 10.5772/602
[4]  
Burt P. J., 1993, [1993] Proceedings Fourth International Conference on Computer Vision, P173, DOI 10.1109/ICCV.1993.378222
[5]   THE LAPLACIAN PYRAMID AS A COMPACT IMAGE CODE [J].
BURT, PJ ;
ADELSON, EH .
IEEE TRANSACTIONS ON COMMUNICATIONS, 1983, 31 (04) :532-540
[6]   FAST FILTER TRANSFORMS FOR IMAGE-PROCESSING [J].
BURT, PJ .
COMPUTER GRAPHICS AND IMAGE PROCESSING, 1981, 16 (01) :20-51
[7]  
Dankova M, 2006, J ELECT ENG, V7, P82
[8]   An image coding/decoding method based on direct and inverse fuzzy transforms [J].
Di Martino, Ferdinando ;
Loia, Vincenzo ;
Perfilieva, Irina ;
Sessa, Salvatore .
INTERNATIONAL JOURNAL OF APPROXIMATE REASONING, 2008, 48 (01) :110-131
[9]   Compression and decompression of images with discrete fuzzy transforms [J].
Di Martino, Ferdinando ;
Sessa, Salvatore .
INFORMATION SCIENCES, 2007, 177 (11) :2349-2362
[10]   A color image reduction based on fuzzy transforms [J].
Di Martino, Ferdinando ;
Hurtik, Petr ;
Perfilieva, Irina ;
Sessa, Salvatore .
INFORMATION SCIENCES, 2014, 266 :101-111
1234