loading
Papers Papers/2020

Research.Publish.Connect.

Paper

Paper Unlock
AN ACCURATE ALGORITHM FOR AUTOMATIC STITCHING IN ONE DIMENSION

Topics: Data Mining in Pattern Recognition; Image Registration; Localization and Recognition of 3D Object Features; Matching Correspondence and Flow; Medical Image Analysis; Motion and Tracking; Object, Event and Scene Recognition, Retrieval and Indexing; Pattern Recognition in Image Understanding; Recognition and Indexing; Tracking of People and Surveillance

Authors: Hitesh Ganjoo ; Venkateswarlu Karnati ; Pramod Kumar and Raju Gupta

Affiliation: Newgen Software Technologies Limited, India

Keyword(s): SIFT, RANSAC, Blending, ANMS, GLOH, Probability Density Function and Image Registration.

Related Ontology Subjects/Areas/Topics: Applications ; Artificial Intelligence ; Biomedical Engineering ; Biomedical Signal Processing ; Computer Vision, Visualization and Computer Graphics ; Data Manipulation ; Data Mining ; Databases and Information Systems Integration ; Enterprise Information Systems ; Health Engineering and Technology Applications ; Human-Computer Interaction ; Image and Video Analysis ; Image Registration ; Matching Correspondence and Flow ; Medical Image Analysis ; Methodologies and Methods ; Motion and Tracking ; Motion, Tracking and Stereo Vision ; Neurocomputing ; Neurotechnology, Electronics and Informatics ; Pattern Recognition ; Physiological Computing Systems ; Sensor Networks ; Signal Processing ; Soft Computing ; Tracking of People and Surveillance

Abstract: The paper addresses the issues in accuracy of various image-stitching algorithms used in the industry today on different types of real-time images. Our paper proposes a stitching algorithm for stitching images in one dimension. The most robust image stitching algorithms make use of feature descriptors to achieve invariance to image zoom, rotation and exposure change. The use of invariant feature descriptors in image matching and alignment makes them more accurate and reliable for a variety of images under different real-time conditions. We assess the accuracy of one such industrial tool, [AUTOSTICH], for our dataset and its underlying Scale Invariant Feature Transform (SIFT) descriptors. The tool’s performance is low in certain scenarios. Our proposed automatic stitching process can be broadly divided into 3 stages: Feature Point Extraction, Points Refinement, and Image Transformation & Blending. Our approach builds on the underlying way a casual end-user captures images through came ras for panoramic image stitching. We have tested the proposed approach on a variety of images and the results show that the algorithm performs well in all scenarios. (More)

CC BY-NC-ND 4.0

Sign In Guest: Register as new SciTePress user now for free.

Sign In SciTePress user: please login.

PDF ImageMy Papers

You are not signed in, therefore limits apply to your IP address 3.214.224.207

In the current month:
Recent papers: 100 available of 100 total
2+ years older papers: 200 available of 200 total

Paper citation in several formats:
Ganjoo, H.; Karnati, V.; Kumar, P. and Gupta, R. (2007). AN ACCURATE ALGORITHM FOR AUTOMATIC STITCHING IN ONE DIMENSION. In Proceedings of the Second International Conference on Computer Vision Theory and Applications - Volume 1: VISAPP, ISBN 978-972-8865-73-3; ISSN 2184-4321, pages 416-419. DOI: 10.5220/0002058804160419

@conference{visapp07,
author={Hitesh Ganjoo. and Venkateswarlu Karnati. and Pramod Kumar. and Raju Gupta.},
title={AN ACCURATE ALGORITHM FOR AUTOMATIC STITCHING IN ONE DIMENSION},
booktitle={Proceedings of the Second International Conference on Computer Vision Theory and Applications - Volume 1: VISAPP,},
year={2007},
pages={416-419},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0002058804160419},
isbn={978-972-8865-73-3},
issn={2184-4321},
}

TY - CONF

JO - Proceedings of the Second International Conference on Computer Vision Theory and Applications - Volume 1: VISAPP,
TI - AN ACCURATE ALGORITHM FOR AUTOMATIC STITCHING IN ONE DIMENSION
SN - 978-972-8865-73-3
IS - 2184-4321
AU - Ganjoo, H.
AU - Karnati, V.
AU - Kumar, P.
AU - Gupta, R.
PY - 2007
SP - 416
EP - 419
DO - 10.5220/0002058804160419

0123movie.net