Algorithms for verification of space images by shooting options
A.V. Kuznetsov, V.V. Myasnikov
PDF, 767 kB
Full text of article: Russian language.
DOI: 10.18287/0134-2452-2014-38-2-322-329
Pages: 322-329.
Abstract:
This paper presents a solution of remote sensing data verification problem. This data includes optical digital image data and metadata containing shooting parameters. The current solution is based on the analysis of special numerical characteristics, which directly depend on the shooting parameters: sun position, satellite position and registration camera orientation. We propose two fully automatic computational procedures for remote sensing data analysis and decision-making based on data compatibility.
Key words:
satellite image, vector map, buffer zone, model-oriented descriptor, Canny edge detector, border tracing.
References:
- Glumov, N.I. Detection of Local Artificial Changes in Images / N.I. Glumov, A.V. Kuznetsov // Optoelectronics, Instrumentation and Data Processing. – 2011. – V. 47(3). – P. 4-12.
- Glumov, N.I. Image copy-move detection / N.I. Glumov, A.V. Kuznetsov // Computer Optics. – 2011. – V. 35(4). – P. 508-512. – (In Russian).
- Glumov, N.I. The algorithm for copy-move detection on digital images // N.I. Glumov, A.V. Kuznetsov, V.V. Myasnikov // Computer Optics. – 2013. – V. 37(3). – P. 360-367.
- Kuznetsov, A.V. Efficient linear local features based copy-move detection algorithm // A.V. Kuznetsov, V.V. Myasnikov // Computer Optics. – 2013. – V. 37(4). – P. 489-495.
- Farid, H. Image Forgery Detection // IEEE Signal Processing Magazine. – 2009. – P. 16-25.
- Myasnikov, V.V. Method for detection of vehicles in digital aerial and space remote sensed images // Computer Optics. – 2012. – V. 36(3). – P. 429-438.
- Myasnikov, V.V. Model-based gradient field descriptor as a convenient tool for image recognition and analysis // Computer optics. – 2012. – V. 36(4). – P. 596-604.
- Methods of computer image processing / M.V. Gashnikov, N.I. Glumov, N.U. Ilyasova, V.V. Myasnikov, S.B. Popov, V.V. Sergeev, V.A. Soifer, A.G. Khramov, A.V. Chernov, V.A. Fursov: ed. By V.A. Soifer. – 2-nd edition reviewed. – Moscow: “Fizmatlit” Publisher, 2003. – 784 p. – (In Russian).
- Canny, J. A computational approach to edge detection // Pattern Analysis and Machine Intelligence, IEEE Transactions on PAMI. – 1986. – V. 8, Issue 6. – P. 679–698.
- Ren, M. Tracing boundary contours in a binary image / M. Ren, J. Yang, H. Sun // Image and Vision Computing. – 2002. – V. 20, Issue 2. – P. 125-131.
© 2009, IPSI RAS
151, Molodogvardeiskaya str., Samara, 443001, Russia; E-mail: journal@computeroptics.ru ; Tel: +7 (846) 242-41-24 (Executive secretary), +7 (846) 332-56-22 (Issuing editor), Fax: +7 (846) 332-56-20