Methods for Blind Evaluation of Noise Variance in Multichannel Optical and Radar Images

S. K. Abramov; N. N. Ponomarenko; Benoit Vozel; Kacem Chehdi

doi:10.1615/TelecomRadEng.v65.i6.40

Telecommunications and Radio Engineering

Éditeur en chef: Yevgeni Koucheryavy (open in a new tab)

Éditeur associés: Ammar Muthanna (open in a new tab) Edison Pignaton de Freitas (open in a new tab)

Publication de 12 numéros par an

ISSN Imprimer: 0040-2508

ISSN En ligne: 1943-6009

Indexed in

Methods for Blind Evaluation of Noise Variance in Multichannel Optical and Radar Images

Volume 65, Numéro 6-10, 2006, pp. 527-556

DOI: 10.1615/TelecomRadEng.v65.i6.40

Get access

S. K. Abramov
Department of Transmitters, Receivers and Signal Processing, National Aerospace University (Kharkiv Aviation Institute), 17 Chkalov St., Kharkiv, 61070, Ukraine

N. N. Ponomarenko
National Aerospace University, Kharkiv, Ukraine

Benoit Vozel
University of Rennes 1, Enssat, Lannion, 22300, France

Kacem Chehdi
University of Rennes I, 6, Rue de Kerampont, 22 305 Lannion cedex, BP 80518, France

RÉSUMÉ

A priori knowledge of noise type and statistical characteristics (at least, noise variance) is a pre-requisite of successful solving many practical tasks of image processing like filtering (denoising), edge detection, segmentation, etc. This relates to both gray-scale and multichannel (multi- and hyper-spectral) images. However, in practical situations noise characteristics depend upon many factors and it is a common practice to determine noise type and variance just for images at hand. It is desirable to perform this operation automatically especially if one deals with multichannel images. Thus, below we consider several approaches and methods for blind evaluation of noise variance. Their accuracy and applicability are analyzed for images with different properties, in particular, various percentage of texture regions. Besides, a set of noise variance values is tested.

CITÉ PAR

Ponomarenko Nikolay, Krivenko Sergey, Lukin Vladimir, Egiazarian Karen, Astola Jaakko T., Lossy Compression of Noisy Images Based on Visual Quality: A Comprehensive Study, EURASIP Journal on Advances in Signal Processing, 2010, 1, 2010. Crossref
Lukin Vladimir V., Methods and automatic procedures for processing images based on blind evaluation of noise type and characteristics, Journal of Applied Remote Sensing, 5, 1, 2011. Crossref
Abramov Sergey, Zabrodina Victoriya, Lukin Vladimir, Vozel Benoit, Chehdi Kacem, Astola Jaakko, Improved method for blind estimation of the variance of mixed noise using weighted LMS line fitting algorithm, Proceedings of 2010 IEEE International Symposium on Circuits and Systems, 2010. Crossref
Lukin V.V., Abramov S.K., Vozel Benoit, Uss Mikhail, Chehdi Kacem, Performance analys of segmentation-based method for blind evaluation of additive noise in images, 2010 INTERNATIONAL KHARKOV SYMPOSIUM ON PHYSICS AND ENGINEERING OF MICROWAVES, MILLIMETER AND SUBMILLIMETER WAVES, 2010. Crossref
Abramov Sergey K., Segmentation-based method for blind evaluation of noise variance in images, Journal of Applied Remote Sensing, 2, 1, 2008. Crossref
Popov Mikhail A., Stankevich Sergey A., Lischenko Ludmila P., Lukin Vladimir V., Ponomarenko Nikolay N., Processing of Hyperspectral Imagery for Contamination Detection in Urban Areas, in Environmental Security and Ecoterrorism, 2011. Crossref
Uss Mikhail L., Vozel Benoit, Lukin Vladimir V., Chehdi Kacem, Estimation of Variance and Spatial Correlation Width for Fine-Scale Measurement Error in Digital Elevation Model, IEEE Transactions on Geoscience and Remote Sensing, 58, 3, 2020. Crossref

634 Vues d'articles 18 Téléchargements d'articles Métrique

634 VUES 18 TÉLÉCHARGEMENTS 7 Crossref CITATIONS Google
Scholar CITATIONS

Articles avec un contenu similaire:

ON REQUIREMENTS TO ACCURACY OF NOISE VARIANCE ESTIMATION IN PREDICTION OF DCT-BASED FILTER EFFICIENCY Telecommunications and Radio Engineering, Vol.75, 2016, issue 2
Benoit Vozel, Kacem Chehdi, O. Rubel, V. V. Lukin, S. K. Abramov, J. T. Astola, Karen O. Egiazarian, V. V. Abramova

BLIND ESTIMATION OF NOISE VARIANCE FOR 1D SIGNAL DENOISING Telecommunications and Radio Engineering, Vol.79, 2020, issue 7
A. Kharkov, V. V. Lukin, V. Oliinyk, S. S. Krivenko

AN APPROACH TO PREDICTION OF SIGNAL-DEPENDENT NOISE REMOVAL EFFICIENCY BY DCT-BASED FILTER Telecommunications and Radio Engineering, Vol.73, 2014, issue 18
Benoit Vozel, Kacem Chehdi, A. Naumenko, A. Rubel, V. V. Lukin, S. K. Abramov, J. T. Astola, Karen O. Egiazarian, S. S. Krivenko

DCT-BASED DENOISING IN MULTICHANNEL IMAGING WITH REFERENCE Telecommunications and Radio Engineering, Vol.75, 2016, issue 13
V. V. Lukin, S. K. Abramov, J. T. Astola, Karen O. Egiazarian, V. V. Abramova

PREDICTION OF SIGNAL DENOISING EFFICIENCY FOR DCT-BASED FILTER Telecommunications and Radio Engineering, Vol.78, 2019, issue 13
V. V. Lukin, S. K. Abramov, Karen O. Egiazarian, V. V. Abramova

Dernier numéro

RESEARCH AND DESIGN OF MULTI-ATTITUDE DF-GNNRL SIMULATION TECHNOLOGY BASED ON SATELLITE DOWNLINK BEAM CALCULATION Liping Qiao, Li Zhang, Lei Feng EARTHEN LAMP-SHAPED DGS DUAL BAND MICROSTRIP PATCH ANTENNA FOR HIGH RETURN LOSS IN BIOMEDICAL APPLICATION Sonam Gour, Amit Rathi ADVANCED ULTRAWIDEBAND PATCH ANTENNA FOR WEARABLE AND WBAN APPLICATIONS Raaunak Chaudhury, Bimal Raj Dutta HEXAGON-SHAPED ANTENNA WITH DGS FOR BAND-NOTCHED ULTRA-WIDEBAND AND V2X APPLICATIONS Rahul Kumar Garg, Sarthak Singhal DESIGN AND IMPLEMENTATION OF MULTIPLE-IN, MULTIPLE-OUT ANTENNA FOR S-BAND SATELLITE APPLICATIONS E. Suganya, T. Anita Jones Mary Pushpa, T. Prabhu

Prochains articles

A Game Theoretic Cognitive Spectrum Sensing Scheme for IoT Networks Saida Rao Samudrala, Nageswara Rao Putta, Mahesh Babu Ravi, Venkata Sesha Sai Ramakrishna Komanduri A Secure Internet of Things Model Using Blockchain with Integrated Power Optimization Tirumala Venkateswarlu Vulavala, Riyazuddien Shaik, Khader Zelani Shaik , Mahamood Khan Pathan, Krishna Prasad Satamraju A Slotted Pentagon Shape Quad Band Two-Element Millimeter Wave MIMO Antenna using Theory of Characteristic Modes Parveez Shariff B G, Sameena Pathan, Pallavi R Mane, Tanweer Ali Design and Develop Low power memory controller for GC-eDRAM cell using ICG Shravan Chintam, Kaleem Fatima, Paidimarry Chandra sekhar Lighting up Data: The Future of Wireless Data Transfer with Li-Fi Technology Balaka Biswas, Aryan Nakhale , Aditya Roshan Sinha Design of Implantable Antennas for Biomedical Applications M Satish Kumar, Sivasubramanyam Medasani , Penchala Reddy Sura, Tathababu Addepalli, Jetti Chandra Sekhar Rao, J Prasanth Kumar, B.Y.V.N.R. Swamy, A L Siridhara Diffraction Problem with Time-Varying Boundary Conditions Fatih Erden A Proposed MIMO Antenna Design for Ultra-Wideband THz Applications Amin Al Ka'bi, Ali Mustafa Interconnection scheme for multi-protocols heterogeneous wireless communication system in civil airport Wei Zhang, He Li, Yuchu Ji, Yang Wang PROPAGATION OF VECTOR VORTEX BEAMS EXCITED BY A TERAHERTZ LASER DIELECTRIC RESONATOR Anrey Degtyarev, Mykola Dubinin, Vyacheslav Maslov, Konstantin Muntean, Oleg Svistunov DEVELOPMENT OF NOVEL CONFORMAL ARRAY ANTENNA FOR AIRBORNE APPLICATIONS Ch V Ravi Sankar, PVY Jayasree, Devana V.N Koteswara Rao , Mohammad Taj, Kolasani Rajkamal, Vegiraju Satya Sudha A Design of Microstrip Low-pass Filter using ground-plane coplanar waveguide (GCPW) Farah Mehdi Chemseddine, Elbouslemti Rahmouna, Vincent Didier Compact Inset-Fed Rectangular Patch antenna for C band Applications Albert William raj, K.S.Joseph Wilson Planar Antenna with Pattern Reconfigurability for IoT Applications Srinag A, S. Aruna, K.Srinivasa Naik A COMPACT 2X2 UWB MIMO ANTENNA WITH FUNNEL SHAPED STUB FOR ISOLATION ENHANCEMENT KARTHI J, Palanivelan Manickavelu, Mohanraj Sivagurunathan, Asokan Velu FLEXIBLE WIDE BAND TRAPEZOIDAL ANTENNA FOR ELECTROMAGENTIC HEAD IMAGING SYSTEM Vaithianathan V, Ramprabhu Sivasamy, RAMESH S, Chitra S Impact of supply voltage on SRAM cell power dissipation under different topologies Damodhar Rao M, Y.V. NARAYANA, V.V.K.D.V. PRASAD Defected Ground Square Patch Edge Truncated Polarization Reconfigurable Antenna Pritam Nikam, Jayendra Kumar, Akshay Bhosale, Achinta Baidya, Shahadev Hake An Asymmetrical Psi Shaped Multi-Band Antenna for Wireless Applications Penchala Reddy Sura, Padmaja Nimmagadda, Ch Jyotsna Rani, Tathababu Addepalli, Jagadeesh Babu Kamili, B.Y.V.N.R. Swamy Swamy, A Laxmana Siridhara, G JAGADEESWAR REDDY SMALL SCALE MIMO ANTENNA WITH HIGH ISOLATION FOR 5G COMMUNICATION DILIP KUMAR CHOUDHARY, Tanweer Ali, Rajendra Prasad P, Roshan Zameer Ahmed PERFORMANCE ANALYSIS OF ACHIEVABLE BIT RATES IN RIS-ASSISTED MASSIVE MIMO NETWORKS AT 28 GHZ BAND SHARINI DL, KANTHI M, RAVILLA DILLI EFFECT OF THICK VEGETATION COVER, BUILDING OBSTRUCTIONS, AND EARTH TERRAIN ON THE QUALITY AND PERFORMANCE OF THE GSM SIGNAL AT THE FEDERAL POLYTECHNIC ADO EKITI. Temitope John Alake, Ayodeji Bamisaye, Tolulope Tunji Oladimeji FOUR ELEMENT CIRCULAR PATCH MIMO ANTENNA WITH PROTRUDING GROUND STUB FOR 5G COMMUNICATION Rajalakshmi B, Chitra S DUAL-BAND BANDSTOP FILTERS BASED ON ULTRA THIN FREQUENCY SELECTIVE SURFACES Andrei Perov REAL-TIME IMPLEMENTATION OF LWT BASED NOVEL IR AND VI FUSION ALGORITHM USING RASPBERRY PI PLATFORM Lingamallu Naga Srinivasu, Sumanth Kumar Panguluri, Srinivasa Rao Kandula, Ponduri Vasanthi Fractal Based UWB-MIMO antenna with reconfigurable Band-Notching Characteristics Bharghava Punna, Mohd Sofiyan, N. Siddartha Reddy, Nagarani Bollam