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m-Mosaicing and Thermo-Mosaicing using Image In-painting

by Amar K. Bendale, Dattatray A. Patil, Kantilal P. Rane
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International Journal of Computer Applications
Foundation of Computer Science (FCS), NY, USA
Volume 95 - Number 21
Year of Publication: 2014
Authors: Amar K. Bendale, Dattatray A. Patil, Kantilal P. Rane
10.5120/16722-7067

Amar K. Bendale, Dattatray A. Patil, Kantilal P. Rane . m-Mosaicing and Thermo-Mosaicing using Image In-painting. International Journal of Computer Applications. 95, 21 ( June 2014), 42-45. DOI=10.5120/16722-7067

@article{ 10.5120/16722-7067,
author = { Amar K. Bendale, Dattatray A. Patil, Kantilal P. Rane },
title = { m-Mosaicing and Thermo-Mosaicing using Image In-painting },
journal = { International Journal of Computer Applications },
issue_date = { June 2014 },
volume = { 95 },
number = { 21 },
month = { June },
year = { 2014 },
issn = { 0975-8887 },
pages = { 42-45 },
numpages = {9},
url = { https://ijcaonline.org/archives/volume95/number21/16722-7067/ },
doi = { 10.5120/16722-7067 },
publisher = {Foundation of Computer Science (FCS), NY, USA},
address = {New York, USA}
}
%0 Journal Article
%1 2024-02-06T22:20:04.633082+05:30
%A Amar K. Bendale
%A Dattatray A. Patil
%A Kantilal P. Rane
%T m-Mosaicing and Thermo-Mosaicing using Image In-painting
%J International Journal of Computer Applications
%@ 0975-8887
%V 95
%N 21
%P 42-45
%D 2014
%I Foundation of Computer Science (FCS), NY, USA
Abstract

Microscopy has enormous applications in both medical and non-medical fields. This has gained interest of many researchers in the field of digital image processing to develop algorithms and applications helping in improving their observation and analysis. Here, novel method called 'µ-Mosaicing' (read as Micro-Mosaicing) is introduced to create mosaics of microscopic images from a video sequence to obtain large view, high resolution images of specimen. A thermal camera forms images by sensing the infrared radiations from an object. High resolution thermal images can be used to determine temperatures in detailed thermal analysis. However, the cost of thermal camera increases with their resolution. While, thermo-graphy plays an important role in the diagnosis of various diseases, high resolution large field of view images will be certainly helpful in diagnosis and treatment. So a new approach to create mosaics of thermal images from video sequence, called 'Thermo-Mosaicing', is proposed which can find wide applications in medical field. Both, µ-Mosaicing and Thermo-Mosaicing employ Key Frame Selection Algorithm, Image Matching using Normalized Cross Correlation (NCC), Image Stitching using 3-point Mask Blending Algorithm and Image In-painting.

References
  1. Kantilal P. Rane, S. G. Bhirud, "Image Mosaicing with Strip Search Algorithm based on a Novel Similarity Measure", International Journal of Computer Applications (0975-8887), Volume 27-No. 2, August 2011
  2. Chia-Yen Chen, "Image Stitching – Comparisons and New Techniques", CITR-TR-30, October 1998.
  3. Andrew P. Bradley, Michael Wildermoth, Paul Mills, "Virtual Microscopy with Extended Depth of Field", Digital Image Computing: Techniques and Applications, 2005, DICTA '05, Proceedings 2005, pp: 35, December 2005
  4. Alessandro Gherardi, Alessandro Bevilacqua, Filippo Piccinini, "Illumination field estimation through background detection in optical microscopy", IEEE Symposium on Computational Intelligence in Bioinformatics and Computational Biology (CIBCB), 2011, pp: 1-6, April 2011.
  5. Filippo Piccinini, Alessandro Bevilacqua, Kevin Smith, Peter Horvath, "Vignetting and photo bleaching correction in automated fluorescence microscopy from an array of overlapping images", 2013 IEEE 10th International Symposium on Biomedical Imaging: From Nano to Macro, San Francisco, CA, USA, pp:464-467, April 7-11, 2013
  6. Alessandro Bevilacqua, Filippo Piccinini, Alessandro Gherardi, "Vignetting correction by exploiting an optical microscopy image sequence", 33rd Annual International Conference of the IEEE EMBS Boston, Massachusetts USA, pp: 6166-6169, August 30 - September 3, 2011
  7. Ben Appleton, Andrew P. Bradley, Michael Wildermoth, "Towards Optimal Image Stitching for Virtual Microscopy", Digital Image Computing: Techniques and Applications, 2005, DICTA '05, Proceedings 2005, pp: 44, December 2005
  8. Ligang Miao, Yongjuan Yue, Silong Peng, "Error Analysis of Large-Scale Microscopic Image Mosaicing", 8th International Conference on Signal Processing, vol. 2, 2006.
  9. P. Wongsawatsuriyha, N. Khemthongcharoen, W. Piyawattanametha, "Video Mosaicing for Real-time Field of View Enhancement", Proceedings of the 2011 IEEE International Conference on Robotics and Biomimetics, pp: 534-537, December 2011.
  10. Changming Sun, Richard Beare, Volker Hilsenstein, Paul Jackway, "Mosaicing of Microscope Images", Digital Image Computing: Techniques and Applications, 2005, DICTA '05, Proceedings 2005, pp: 50, December 2005.
  11. Changming Sun, Richard Beare, Volker Hilsenstein, Paul Jackway, "Mosaicing of microscope images with global geometric and radiometric corrections", Journal of Microscopy, Volume 224, Issue 2, pp: 158–165, November 2006.
  12. MA Yongwei?GOU Xinke?DU Xianjun?XIAO Jiayin, "A New Method of Microscopic Images' Automatic Mosaicing", 3rd International Conference on Bioinformatics and Biomedical Engineering, 2009, pp: 1-5, June 2009.
  13. Bicao Li, Keke Shang, Yu Zheng, "Study on the mosaicing methods for microscopy image of blood cells based on speeded up robust features", IEEE 3rd International Conference on Communication Software and Networks (ICCSN), 2011, pp: 321-324, 27-29 May 2011.
  14. Wen Rong, Hui Chen, Jiaju Liu, Yanyan Xu, Ralf Haeusler, "Mosaicing of microscope image based on SURF", 24th International Conference Image and Vision Computing New Zealand (IVCNZ 2009), pp: 271-275, 23-25 Nov. 2009.
  15. Dongsheng Ji, Ruiyang Yang, Long Zhang, Bo Wang, Xiaoyun Chen, "The research of medical microscope image mosaic based on the algorithm of SURF", 10th International Computer Conference on Wavelet Active Media Technology and Information Processing (ICCWAMTIP), 2013, pp: 16-20, 17-19 Dec. 2013.
  16. Kantilal Rane, Sunil Bhirud, "Video Manipulation using Frames Estimation through Mosaic Creation", International Conference on Frontiers in Computer Education, ICFCE 2011, Macao, China, pp. 727-736, December 1-2, 2011. Springer DOI: 10. 1007/978-3-642-27552-4_97.
  17. Yair Poleg, Shmuel Peleg, "Alignment and Mosaicing of Non-Overlapping Images", 1-8, IEEE International Conference on Computational Photography 2012, 28-29 April 2012.
  18. Yu Wang, Mingquan Wang, "Research on stitching technique of medical infrared images", International Conference on Computer Application and System Modeling (ICCASM), 2010, Vol. 10, pp: V10-490 - V10-493, October 2010.
  19. Vamossy Z. , "Themal image fusion", IEEE 10th Jubilee International Symposium on Intelligent Systems and Informatics (SISY), 2012, pp: 385-388, September 2012.
  20. Kantilal P. Rane, Shrirang S. Pandit, Sunil G. Bhirud, "Development of Mosaic Algorithm for Mosaic-video Creation using Modified Strip Search Algorithm", International Journal of Computer Applications (0975 – 8887) Volume 69– No. 1, May 2013
  21. A. Criminisi, P. P´erez, K. Toyama, "Object Removal by Exemplar-Based Inpainting", Proceedings 2003 IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 2003, Vol. 2, pp: II-721 - II-728, 18-20 June 2003.
  22. 7320 Auto Focus With Linear Motion (http://www. infraredcamerasinc. com/Video/7320autofocus. wmv), Retrieved from http://www. infraredcamerasinc. com/7320videoautofocus. html
Index Terms

Computer Science
Information Sciences

Keywords

Image Mosaicing Image Stitching Key Frame Selection Microscopic Image Mosaicing Micro-mosaicing Thermo-mosaicing and Thermal Image Mosaicing

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