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Image in Painting Techniques: A survey

Komal s Mahajan
2012 IOSR Journal of Computer Engineering  
Inpainting is the process of reconstructing lost or deteriorated part of images based on the background information. i. e. image Inpainting fills the missing or damaged region in an image utilizing spatial  ...  Inpainting algorithm have numerous applications. It is helpfully used for restoration of old films and object removal in digital photographs.  ...  Diffusion based Inpainting was the first digital Inpainting approach.  ... 
doi:10.9790/0661-0514549 fatcat:ieb6ezattrgctbbiuheq55fvle

A Qualitative Report on Diffusion based Image Inpainting Models

Gamini Sridevi
2022 International Journal of Computing and Digital Systems  
According to available models on digital image inpainting, this paper attempts to make an outline of state-of-the-art diffusion based image inpainting models with corresponding mathematical representation  ...  We also compared the state-of-the-art diffusion based inpainting techniques in terms of its main idea, type of distortion, strengths, and weaknesses.  ...  Diffusion-based Image Inpainting Models In this section, we briefly present an overview of the existing survey papers on image inpainting.  ... 
doi:10.12785/ijcds/110131 fatcat:7ow2ojef3zetnbg2vrrjaftz5q

Introducing MRF in Patch-based Image Inpainting

Sonali Zatale, Archana Chaugule
2016 International Journal of Computer Applications  
Image inpainting techniques are also used to edit the image so as to remove the unwanted part of the image. Here, an approach of inpainting is proposed which is the patch based image inpainting.  ...  This approach can be employed to improve the speed and performance of patch-based inpainting method.  ...  In this inpainting technique, the term diffusion belongs to the idea of local information propagation with smoothness constraints. [2]- [5] .  ... 
doi:10.5120/ijca2016909276 fatcat:5ugqo65y5baqxdc4xc57ego2n4

Coherent Spatial and Colour Blended Exemplar Inpainting

Anam Akbar, Muhammad Sarim, Abdul Basit Shaikh
2017 Mehran University Research Journal of Engineering and Technology  
In an image processing field the digital image recovery is termed as inpainting.  ...  From the given sample, selection of local edge patch is gradient based without priority computation overhead as previous techniques.  ...  Diffusion based approaches (Bertalmio et. al. [1] ) pioneered a digital image inpainting algorithm based on PDEs (Partial Differential Equations).  ... 
doi:10.22581/muet1982.1702.02 fatcat:42a3nsepeve4vjob3lj3ouvg4y

Evaluation of Image Inpainting Algorithms

B. Janardhana Rao, Department of ECE, CVR College of Engineering, Hyderabad, India, O. Venkata Krishna, Department of EIE, CVR College of Engineering, Hyderabad, India
2014 CVR Journal of Science & Technology  
This paper presents review of many successful algorithms for image inpainting which are Texture based algorithms, Diffusion(PDE) based algorithms, Exemplar and search based algorithms and Sparsity based  ...  Index Terms-Image inpainting, PDEs-based algorithm, Exemplar-based algorithm.  ...  Hybrid digital inpainting In the hybrid digital inpainting the texture synthesis and PDE based inpainting methods are combined for completing the holes.  ... 
doi:10.32377/cvrjst0708 fatcat:mnkdtw6dkva2zanf76vm7cm75m

Image Inpainting: An Overview

Suma N, Kusuma Kumari B M
2024 Zenodo  
The majority of image inpainting techniques, various tools exploited in each of the reviewed works, challenges and limitations with image inpainting techniques as well as the datasets used are reviewed  ...  The process of adding or erasing missing areas from images is known as image inpainting.  ...  An example, shown in Fig. 7 , showcases diffusion based image inpainting.  ... 
doi:10.5281/zenodo.10628248 fatcat:xdsf6xmifbhodd65driwf4appi

Exploration of Image Inpainting approaches and challenges: A Survey

V. Rishitha Reddy, B. Lakshmi Priya, P. Vinuthna, K. Priyatham Reddy, D. Sritha Reddy
2022 International Journal of Computer Engineering in Research Trends  
Automatic image inpainting has become an important and challenging area of research in image processing due to the advancement of tools for image processing and the flexibility of digital image editing  ...  The process of eliminating or filling in a missing area in an image is referred to as "image inpainting," It is defined as in-depth knowledge of the image details in terms of its structure and texture.  ...  Venkatesh Sharma, Professor, Department of Computer Science and Engineering for assistance and comments that greatly improved the manuscript.  ... 
doi:10.22362/ijcert/2022/v9/i05/v9i0501 fatcat:drrkjk3nmbcnjdmwe2xregsaea

Deep image prior inpainting of ancient frescoes in the Mediterranean Alpine arc [article]

Fabio Merizzi, Perrine Saillard, Oceane Acquier, Elena Morotti, Elena Loli Piccolomini, Luca Calatroni, Rosa Maria Dessì
2023 arXiv   pre-print
In comparison with state-of-the-art approaches (based on variational/PDEs and patch-based methods), DIP-based inpainting reduces artefacts and better adapts to contextual/non-local information, thus providing  ...  As a case study, we apply such approach to reconstruct missing image contents in a dataset of highly damaged digital images of medieval paintings located into several chapels in the Mediterranean Alpine  ...  An interesting comparison between local/non-local model-based inpainting approaches for the processing of digital images of artworks has been conducted in [27] .  ... 
arXiv:2306.14209v2 fatcat:7w27plzcnzaxzgna2ecto5sxku

A Comprehensive Survey on Image Inpainting Techniques

2015 International Journal of Science and Research (IJSR)  
The important part in our life is Image. We can remove the unwanted part of image without disturbing its overall structure using image inpainting.  ...  In this system different super resolution image inpainting methodologies contain low resolution image and then to form the highly in painted image results of all these methodologies are combined.  ...  In computer graphics the image inpainting technology play an important role and has many applications such as old films renovation, object removal in digital photos, coding image and transmission.  ... 
doi:10.21275/v4i11.nov151392 fatcat:gld526rqhza4pjaz3esomq7kgy

Image Inpainting A Review of the Underlying Different Algorithms and Comparative Study of the Inpainting Techniques

Kaushikkumar R.Patel, Lalit Jain, Ankurkumar G.Patel
2015 International Journal of Computer Applications  
Digital Image In painting, a relatively young research area is an art of filling in the missing or corrupted regions in an image using information from the neighboring pixels in a visually plausible manner  ...  Inpainting also known as retouching is the process by which we try to fill in the damaged or missing portions of an image in such a way that it is unable for the person seeing the image to find the fault  ...  Fig.2: Inpainting method Partial Differential Equation (PDE) based In painting The first digital inpainting technique was the diffusion based in-painting.  ... 
doi:10.5120/20784-3422 fatcat:lyrgf63v6jdevakkwpzbfz5j34

Repairing and Inpainting Damaged Images using Diffusion Tensor [article]

Faouzi Benzarti, Hamid Amiri
2013 arXiv   pre-print
The idea is to track perfectly the local geometry of the damaged image and allowing diffusion only in the isophotes curves direction.  ...  Removing or repairing the imperfections of a digital images or videos is a very active and attractive field of research belonging to the image inpainting technique.  ...  One of the most works in this domain is the exemplar-based image inpainting of Criminisi and al. [7] .  ... 
arXiv:1305.2221v1 fatcat:uh3uiifgabgz7hagejndomm2oa

Towards unifying diffusion and exemplar-based inpainting

Emmanuel d'Angelo, Pierre Vandergheynst
2010 2010 IEEE International Conference on Image Processing  
A novel framework for image inpainting is proposed, relying on graph-based diffusion processes.  ...  Depending on the construction of the graph, both flow-based and exemplar-based inpainting methods can be implemented by the same equations, hence providing a unique framework for geometry and texture-based  ...  In contrast with previous methods, this algorithm can handlenaturally both geometric-based and exemplar-based approaches for inpainting, which comes from the use of graphs to implement the underlying diffusion  ... 
doi:10.1109/icip.2010.5653412 dblp:conf/icip/dAngeloV10 fatcat:oh7lftcwrncitapdkopne3jqim

An Enhanced Model for Inpainting on Digital Images Using Dynamic Masking

M. S. Rana, M. M. Hassan, T. Bhuiyan
2017 Journal of Communications  
In this paper, an enhanced inpainting model based on convolution theorem is proposed for digital images that preserves the edge and effectively estimates the lost or damaged parts of an image.  ...  In the digital world, inpainting is the algorithm used to replace or reconstruct lost, corrupted, or deteriorated parts of image data.  ...  [1] - [3] pioneered a digital image inpainting algorithm based on partial differential equations (PDEs).  ... 
doi:10.12720/jcm.12.4.248-253 fatcat:pdm77gai7jbaxkayjmjaoiikz4

Using the Complex Ginzburg-Landau Equation for Digital Inpainting in 2D and 3D [chapter]

Harald Grossauer, Otmar Scherzer
2003 Lecture Notes in Computer Science  
Recently, several different approaches for digital inpainting have been proposed in the literature. We give a review and introduce a novel approach based on the complex Ginzburg-Landau equation.  ...  While common inpainting technology is especially designed for restorations of two dimensional image data, the Ginzburg-Landau equation can straight forwardly be applied to restore higher dimensional data  ...  Digital Inpainting is performed by computers requiring the user only to mark areas to be inpainted in a digitized image.  ... 
doi:10.1007/3-540-44935-3_16 fatcat:uqxhy7yj6bcdlb2i37ipnrcnu4

Review on Image Inpainting using Intelligence Mining Techniques

Merin Shobi, MCA V., , ME MPhil, Ramesh Dhanaseelan, MSc F., , PhD MTech
2023 ADVANCED ULTRASOUND IN DIAGNOSIS AND THERAPY  
Inpainting is a technique for fixing or removing undesired areas of an image.  ...  Methods: In present scenario, image plays a vital role in every aspect such as business images, satellite images, and medical images and so on.  ...  Interpolation, non-local means, diffusion techniques, and texture synthesis are all used in traditional medical image inpainting methods [11, 12] .  ... 
doi:10.37015/audt.2023.230007 fatcat:zgowrf3cgnakrdsucojwzl2cai
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