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Removing Unwanted Objects from an Image using Image in-painting
| International Journal of Computer Applications |
| Foundation of Computer Science (FCS), NY, USA |
| Volume 157 - Number 5 |
| Year of Publication: 2017 |
| Authors: Manjushri D. Sarode, Rahul Dagade |
10.5120/ijca2017912684
|
Manjushri D. Sarode, Rahul Dagade . Removing Unwanted Objects from an Image using Image in-painting. International Journal of Computer Applications. 157, 5 ( Jan 2017), 1-5. DOI=10.5120/ijca2017912684
Abstract
Image in-painting refers to a technique used for refill the missing regions of an imageand recover the corrupted image.Image in-painting or completion is a technique to restore a damaged image completely. In-painting approaches play a important role in numerous applications like object deletion, scratch deletion, Image restoration etc. Two classes of algorithms addressed this problem, these classes are: (i)Texture synthesis algorithms for creating large image regions from sample textures, and (ii) In-painting techniques for filling in small image region or gap. Various strategies have been proposed different Exemplar-based image in-painting algorithms to recover the structure of damaged images. This paper introduces a novel and efficient exemplar based Image In-painting Algorithm with investigating natural image patches. It contain in-painting techniques with respect to restoration of image. The goal of any image in-painting algorithm is to reconstruct the missing or damaged regions.
References
- FaouziBenzarti, Hamid Amiri, TSIRF (ENIT)-TUNISIA (2012). “Repairing and In-painting Damaged Images using Diffusion Tensor” IJCSI International Journal of Computer Science Issues, Vol 9, Issue 4, No 3, July 2012 ISSN 1694-0814.
- Jason C. Hung, Chun-Hong Hwang, Yi-Chun Liao, Nick C. Tangand Ta-Jen Chen, “Exemplar-based Image In-painting base onStructure Construction”, JOURNAL OF SOFTWARE, VOL. 3, NO. 8, NOVEMBER 2008.
- M. Bertalmio, L. Vese, G. Sapiro And S. Ocher, “Simultaneous Structure and Texture Image In-painting” IEEE TRANSACTIONS ON IMAGE PROCESSING, VOL. 12,NO. 8, AUGUST 2003
- ShivaniGaikar, NehaKhairnar, Nikita Rane and M. J. Surti, “Image Inpainting using Exemplar based, DCT and FMM Algorithm”,International Conference of Advance Research and Innovation, ISBN 978-93-5156-328-0, 2014.
- Manali Desai, “Modified Fast and Enhanced Exemplar based In painting Algorithm for Solving Unknown Row Filling Problem”,International Journal of Computer Applications (0975 – 8887, volume 56– No.9, October 2012.
- SheetalBadgujar and N. M. Shahane, “Examplar-based ImageInpainting and Approaches to Improve the Performance”,International Journal of Computer Applications (0975 – 8887), 2013.
- Efros, A.A., Leung, T.K. “Texture synthesis by non-parametricsampling” IEEE International Conference on Computer Vision, Gorfu, Greece, September.
- G.AntoSilviya and V.R.Bhuma, “Exemplar-Based Image Inpainting by Laplacian Approximation Method Using Spatiogram”, International Journal of Engineering Research and Applications (IJERA) ISSN: 2248-9622.
- Criminisi, A., Prez, P., Toyama, K. Region filling and object removal by Exemplar-based image in-painting IEEE Trans. On Image Processing 2004.
- Olivier Le Meur and Christine Guillemot ‘Super-Resolution- based In-painting’ IEEE TRANSACTIONS ON IMAGE PROCESSING VOL.PP NO 99 YEAR 2013.
- MouniraEbdelli, and Christine Guillemot’Hierarchical Super-Resolution-Based In-painting’, IEEE TRANSACTIONS ON IMAGE PROCESSING, VOL. 22, NO. 10, OCTOBER 2013.
- S.Priyalakshmi, C.K.Sangeetha, S.Vijayalakshmi, T.C.Monica ‘Super Resolution Image Reconstruction Using fast In-painting Algorithm’, International Journal of Scientific & Engineering Research, Volume 5, Issue 8,August-2014 1243 ISSN 2229- 5518 .
- Manoj K Y , M r . Venkatesh U C,D r . A n tony P J ‘A Superresolution Based Image In-painting in the Advertence of Exemplar Technique’, International Journal of Engineering Research & Technology (IJERT) IJERTIJERT ISSN: 2278-0181 Vol. 3 Issue 4, April - 2014.
- Glasner, D., Bagon, S., Irani, M.: Super-resolution from a single image. In: In 2009 IEEE 12th International Conference on omputer Vision (ICCV). Volume 10. (2009) .
- Sreelekshmi Das and Reeba R. Robust Exemplar based ObjectRemoval in Video International Journal of Scientific Engineering and Research (IJSER), ISSN (Online): 2347 - 3878, Volume 1 Issue 2, October 2013.
- Pratika Patel, AnkitPrajapati, Shailendra Mishra “Review of Different In-painting Algorithms”,2012 International Journal of ComputerApplications.
- Anupam, PulkitGoyal, SapanDiwakar “Fast and Enhanced Algorithm for Exemplar Based Image In-painting”,
- A. J. Thesiya, D. U. Shah, P. V. Kathiriya, G. B. Vasani and J. L.Vyas “Image In-painting Realization of GUI in JAVA Using Exemplar Method”, 2013IOSR Journal of Electronics and Communication Engineering (IOSR-JECE).
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