Low memory image stitching and compression for WMSN using strip-based processing

被引:27
作者
Chia, Wai Chong [1 ]
Chew, Li Wern [1 ]
Ang, Li-Minn [1 ]
Seng, Kah Phooi [1 ]
机构
[1] Univ Nottingham Malaysia Campus, Dept Elect & Elect Engn, Semenyih 43500, Selangor Darul, Malaysia
关键词
WMSN; wireless multimedia sensor network; image stitching; image compression; low memory; strip-based processing; multiple cameras;
D O I
10.1504/IJSNET.2012.045037
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Due to the limited Field-Of-View (FOV) of a single camera, it is sometimes desired to extend the FOV using multiple cameras. Image stitching is one of the methods that can be used to exploit and remove the redundancy created by the overlapping FOV. However, the memory requirement and the amount of computation for conventional implementation of image stitching are very high. In this paper, this problem is resolved by performing the image stitching and compression in a strip-by-strip manner. First, the stitching parameters are determined by transmitting two reference images to an intermediate node to perform the processing. Then, these parameters are transmitted back to the visual node and stored in there. These parameters will be used to determine the way of stitching the incoming images in a strip-by-strip manner. After the stitching of a strip is done, it can be further compressed using a strip-based compression technique.
引用
收藏
页码:22 / 32
页数:11
相关论文
共 23 条
[1]  
Altera Corporation, 2008, FLEX ARCH FISH CORR
[2]  
[Anonymous], 2006, IMAGE ALIGNMENT STIT
[3]   Image coding using wavelet transform [J].
Antonini, Marc ;
Barlaud, Michel ;
Mathieu, Pierre ;
Daubechies, Ingrid .
IEEE TRANSACTIONS ON IMAGE PROCESSING, 1992, 1 (02) :205-220
[4]   A fast method for image mosaicing using geometric hashing [J].
Bhosle, U ;
Chaudhuri, S ;
Roy, SD .
IETE JOURNAL OF RESEARCH, 2002, 48 (3-4) :317-324
[5]   Automatic panoramic image stitching using invariant features [J].
Brown, Matthew ;
Lowe, David G. .
INTERNATIONAL JOURNAL OF COMPUTER VISION, 2007, 74 (01) :59-73
[6]   A MULTIRESOLUTION SPLINE WITH APPLICATION TO IMAGE MOSAICS [J].
BURT, PJ ;
ADELSON, EH .
ACM TRANSACTIONS ON GRAPHICS, 1983, 2 (04) :217-236
[7]  
Chew L., 2009, EURASIP Journal on Embedded Systems, V2009, P1
[8]  
Chew LW, 2008, INTERNATIONAL SYMPOSIUM OF INFORMATION TECHNOLOGY 2008, VOLS 1-4, PROCEEDINGS, P2336
[9]   How close are we to solving the problem of automated visual surveillance? A review of real-world surveillance, scientific progress and evaluative mechanisms [J].
Dee, Hannah M. ;
Velastin, Sergio A. .
MACHINE VISION AND APPLICATIONS, 2008, 19 (5-6) :329-343
[10]   RANDOM SAMPLE CONSENSUS - A PARADIGM FOR MODEL-FITTING WITH APPLICATIONS TO IMAGE-ANALYSIS AND AUTOMATED CARTOGRAPHY [J].
FISCHLER, MA ;
BOLLES, RC .
COMMUNICATIONS OF THE ACM, 1981, 24 (06) :381-395