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Robust Image Stitching with Multiple Registrations [chapter]

Charles Herrmann, Chen Wang, Richard Strong Bowen, Emil Keyder, Michael Krainin, Ce Liu, Ramin Zabih
2018 Lecture Notes in Computer Science  
We propose instead the use of multiple registrations, permitting regions of the image at different depths to be captured with greater accuracy.  ...  Our techniques are closely related to layer-based stereo [3, 4] , and move image stitching closer to explicit scene modeling.  ...  We thank Connie Choi for help collecting images.  ... 
doi:10.1007/978-3-030-01216-8_4 fatcat:7raozm2r5jeaplxbkzviyxplni

A Robust Method for Image Stitching [article]

Matti Pellikka, Valtteri Lahtinen
2020 arXiv   pre-print
We propose a novel method for large-scale image stitching that is robust against repetitive patterns and featureless regions in the imaginary.  ...  In such cases, state-of-the-art image stitching methods easily produce image alignment artifacts, since they may produce false pairwise image registrations that are in conflict within the global connectivity  ...  In this paper, we introduce a novel, robust method for image stitching.  ... 
arXiv:2004.03860v2 fatcat:fviglw6qwvcdrozshmm5woo6li

A Detailed Analysis on Feature Extraction Techniques of Panoramic Image Stitching Algorithm

Shivangi Pandey, Anjali Potnis, Madhuram Mishra
2017 International Journal of Engineering and Applied Computer Science  
Final image with seam will be blended with image blending technique.  ...  For obtaining a stitched image it becomes mandatory that one should have the knowledge of geometric relations among multiple image co-ordinate system [1].First, image stitching will be done based on feature  ...  The combination of image registration and image merging helps in further processing of image stitching process.  ... 
doi:10.24032/ijeacs/0205/01 fatcat:ej2p6wbepbh4xpqdu2hmfuaziy

Multiple Feature Extraction Techniques in Image Stitching

Taherim S., Archana B.
2015 International Journal of Computer Applications  
Final image with seam will be blended with image blending technique. The paper summarizes 3 robust feature detection and extraction algorithms namely SURF, SIFT and MSER.  ...  According to proposed system, multiple feature extraction techniques can be used for image stitching which can build seamless panorama image.  ...  The technique proposed below, a panorama image stitching system focuses on image registration part.  ... 
doi:10.5120/ijca2015905747 fatcat:5uohpvhakzbn7no44ph25j57hm

Image Stitching based on Feature Extraction Techniques: A Survey

Ebtsam Adel, Mohammed Elmogy, Hazem Elbakry
2014 International Journal of Computer Applications  
Image stitching is concerned with combining two or more images of the same scene into one high resolution image which is called panoramic image.  ...  The purpose of this paper is to present a survey about the feature based image stitching. The main components of image stitching will be described.  ...  INTRODUCTION Image/photo stitching is the process of combining multiple photographic images with overlapping fields of view to produce a segmented panorama or high-resolution image.  ... 
doi:10.5120/17374-7818 fatcat:mnfpnotub5expb6zmw33vtc6q4

Parallax-Robust Surveillance Video Stitching

Botao He, Shaohua Yu
2015 Sensors  
This paper presents a parallax-robust video stitching technique for timely synchronized surveillance video.  ...  In the stitching model calculation stage, we develop a layered warping algorithm to align the background scenes, which is location-dependent and turned out to be more robust to parallax than the traditional  ...  Figure 3 . 3 Examples of matched feature points in multiple layers, different color indicate different layers: (a) multiple-layer matched feature pairs of images with large parallax; (b) multiple-layer  ... 
doi:10.3390/s16010007 pmid:26712756 pmcid:PMC4732040 fatcat:vcxww47fhfah3chdrg64jze6qy

Multicamera Video Stitching Surveillance System

Ahsan Ali, Asghar Ali Shah, Kashif Aftab, Muhammad Usman
2018 VAWKUM Transactions on Computer Sciences  
Shifting and warping the images purpose to identify how these features are agreeing with each other is the main concern for direct base identification.  ...  Calibration is the second stage of the video stitching. The images are stitch in panoramic way in calibration depending upon alignment among them.  ...  In [12] image registration discussed as alignment of images taken by multiple points. Image registration focuses to create geometric representation among the images.  ... 
doi:10.21015/vtcs.v16i1.544 fatcat:yyhszrhlmrb65piaira2bz3ymq

An automated 3D registration method for optical coherence tomography volumes

Yu Gan, Wang Yao, Kristin M. Myers, Christine P. Hendon
2014 2014 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society  
One way to overcome the drawback is to stitch multiple 3D volumes. In this paper, we propose a novel method to register multiple overlapped volumetric OCT data into a single volume.  ...  The algorithm was validated through stitching multiple volumetric OCT datasets of human cervix tissue and of swine heart.  ...  Though many image registration methods are proposed for image stitching [5, 6] , general methods to stitch volumetric OCT data are still scarce.  ... 
doi:10.1109/embc.2014.6944469 pmid:25570837 pmcid:PMC6080205 dblp:conf/embc/GanYMH14 fatcat:drgkxljz7fe73kkrssshfzuwfu

Optimizing Image Stitching for Panoramic View

Ridhi Arora, Parvinder Singh
2016 International Journal of Engineering Research and  
Stitching images generally require complete overlap in order to generate high resolution panoramas.  ...  In recent years various techniques have been generated to do stitching in order to obtain data from images.  ...  This led to the formation of mosaics which is also called Image Stitching. Therefore stitching is the process of combining multiple images with overlapping region and a wider field of view.  ... 
doi:10.17577/ijertv5is070462 fatcat:d3zc6uycl5gzfj75rt4iy4633q

Stitching algorithms for biological specimen images

Sanjiv K. Bhatia, Ashok Samal, Vishal Seri, Scott Gardner
2011 International Journal of Computational Vision and Robotics  
Finally, we compare the performance of a bagging approach that combines the results from multiple stitching algorithms.  ...  In this paper, we address the problem of combining multiple overlapping image sections of biological specimens to obtain a single image containing the entire specimen.  ...  We focus on the body of work in image stitching with emphasis on the registration problem in this section.  ... 
doi:10.1504/ijcvr.2011.039354 fatcat:v3qclv6nwre6nagduukj3lst3y

Real-Time UAV Imagery Stitching Based on Grid-Based Motion Statistics

Cheng Li, Baolong Guo, Xinxing Guo, Yunpeng Zhi
2018 Journal of Physics, Conference Series  
Firstly, global images with overlapping regions are described by Oriented FAST and Rotated BRIEF (ORB) feature.  ...  In order to receive and stitch sequential images from Unmanned Aerial Vehicle (UAV) synchronously, an improved approach based on feature points matching is proposed.  ...  Stitching methods exploit geometrically aligning and mosaicking two or more images of the same scene taken into a wide-angle panorama without a seam, in which image registration and fusion are two key  ... 
doi:10.1088/1742-6596/1069/1/012163 fatcat:lyix244xx5glnnirrcopttecki

Image Stitching for Achilles Tendon Ultrasonography Using Particle Swarm Optimization of Boundary Vector Field Based Similarity and Log-Domain Diffeomorphic Registration

Jingyu Xiong, Qi Zhang, Jingfeng Suo, Yehua Cai, Jun Shi, Yinghui Hua
2017 Journal of Medical Imaging and Case Reports  
Thus, it is needed to effectively and accurately stitch both B-mode and elastographic images of AT. We propose a coarse-to-fine method for image stitching of multiple US scans.  ...  Image stitching technologies consist of two steps, image registration and image blending [10] [11] [12] . The image registration can be classified into rigid registration and nonrigid registration.  ... 
doi:10.17756/micr.2017-003 fatcat:5adzcf67zvhpjbvt56t3fmkrou

A Survey On Image Mosaicing Using Feature Based Approach

Mrs. Hetal Bhaidasna Chaudhari Kajalben Mohanbhai
2017 Zenodo  
Image stitching techniques can be categorized into two approaches: Direct technique and Feature based techniques.  ...  Direct techniques compare all the pixel intensities of the images with each other, and Feature based techniques used to determine a relationship between images through distinct features extracted from  ...  With the help of image blending method. 5) In the last step, get the final output panoramic image with a high stitching quality.  ... 
doi:10.5281/zenodo.583719 fatcat:elxuepwkwzdz7c3ffjxvkvxfx4

Volumetric 3D stitching of optical coherence tomography volumes

Max-Heinrich Laves, Lüder A. Kahrs, Tobias Ortmaier
2018 Current Directions in Biomedical Engineering  
To the author's knowledge, this is the first reported stitching of multiple 3D OCT volumes by using dense voxel information in the registration process.  ...  To overcome this drawback, we describe a scheme for fully automated stitching of multiple 3D OCT volumes for panoramic imaging.  ...  and stitching of 3D OCT volumes with voxel accuracy.  ... 
doi:10.1515/cdbme-2018-0079 fatcat:nntpzcletvfzja2uvhfxqa7je4

Automated Mosaicking of Medical x-ray Images using SIFT Algorithm

Sanjeevakumar Harihar, Research Scholar, Jain University, Bangalore, Asst Prof, ECE Dept, CIT, Gubbi, Karnataka, India., Dr. Manjunath R, Principal Consultant, Wipro Technologies Ltd, Bangalore, Karnataka, India.
2021 Journal of University of Shanghai for Science and Technology  
The work proposed in this paper can automatically produce panoramic x-ray images by stitching multiple x-ray images.  ...  This problem can be solved by creating panoramic images by combining multiple images.  ...  INTRODUCTION Image registration or image stitching is producing a panoramic view image by registering multiple images that have similar view. A panorama is a large view of scenery.  ... 
doi:10.51201/jusst/21/05182 fatcat:f5fhal5uxbhkha7alwcf3cqfai
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