Hybrid Filtering Optimization Method for Denoising Contaminated Spot Images at Near-Sea-Surface Intervals

ABSTRACT Zhu, W.; Wang, E.; Hou, Y.; Xian, L., and Ashraf, M.A., 2018. Hybrid filtering optimization method for denoising contaminated spot images at near-sea-surface intervals. In: Ashraf, M.A., and Chowdhury, A.J.K. (eds.), Coastal Ecosystem Responses to Human and Climatic Changes throughout Asia. The presence of noise affects the visual effect of images near the sea surface and reduces the quality of the images. Thus, denoising of the contaminated spot image near the sea surface is required. The current filtering method uses a noise image as mixed model, and uses wavelet transform to denoise a spot image. However, there is a problem of missing details of images near the sea surface. Therefore, a hybrid filtering optimization method of contaminated spot image denoising is proposed. First, the feature extraction of the spot image near the sea surface is carried out, and the contaminated spot image is detected by hybrid filtering. Then the denoising of the contaminated spot image is completed according to the image detection result. Experiments show that the proposed method is practical.

[1]  Noman Abbasi,et al.  PETROGRAPHY AND DIAGENETIC HISTORY OF NAGRI FORMATION SANDSTONE IN DISTRICT BAGH AND MUZAFFARABAD, PAKISTAN , 2017 .

[2]  Ping Jiang,et al.  A New Hybrid Model Based on an Intelligent Optimization Algorithm and a Data Denoising Method to Make Wind Speed Predication , 2015 .

[3]  Danni Ai,et al.  Local statistics and non-local mean filter for speckle noise reduction in medical ultrasound image , 2016, Neurocomputing.

[4]  T. Latha,et al.  Image denoising in hybrid wavelet and quincunx diamond filter bank domain based on Gaussian scale mixture model , 2015, Comput. Electr. Eng..

[5]  Alireza Radan,et al.  Determining The Sensitive Conservative Site In Kolah Ghazi National Park, Iran, In Order To Management Wildlife By Using Gis Software , 2017 .

[6]  Muhammad Naeem,et al.  INFLUENCE OF DIETARY PROTEIN ON PROXIMATE COMPOSITION OF MORI,CIRRHINUSMRIGALA(HAMILTON) , 2017 .

[7]  Hyenkyun Woo,et al.  Block Decomposition Methods for Total Variation by Primal–Dual Stitching , 2016, J. Sci. Comput..

[8]  Li Chen,et al.  Quantum-inspired hybrid medical ultrasound images despeckling method , 2015 .

[9]  Juan Manuel Górriz,et al.  Intensity normalization of DaTSCAN SPECT imaging using a model-based clustering approach , 2015, Appl. Soft Comput..

[10]  Jin Huang,et al.  Alternating direction method for the high-order total variation-based Poisson noise removal problem , 2014, Numerical Algorithms.

[11]  Nasser Kehtarnavaz,et al.  Editorial: Journal of Real-Time Image Processing—first issue of volume 10 , 2015, Journal of Real-Time Image Processing.

[12]  Soolmaz Dashti,et al.  Fmea Techniques Used In Environmental Risk Assessment , 2017 .

[13]  Bogdan Smolka,et al.  Adaptive rank weighted switching filter for impulsive noise removal in color images , 2012, Journal of Real-Time Image Processing.

[14]  Wen Liu,et al.  Forecasting Study of Shanghai’s and Shenzhen’s Stock Markets Using a Hybrid Forecast Method , 2015, Commun. Stat. Simul. Comput..

[15]  Tao Xu,et al.  Design of a denoising hybrid fuzzy-pid controller for active suspension systems of heavy vehicles based on model adaptive wheelbase preview strategy , 2015 .

[16]  Ihn-Han Bae.  An Intelligent Broadcasting Algorithm for Early Warning Message Dissemination in VANETs , 2015 .

[17]  Jun Wang,et al.  The crust and uppermost mantle s-wave velocity structure beneath japan islands revealed by joint analysis of p-and s-wave receiver functions , 2017 .

[18]  Krishna Mohan Buddhiraju,et al.  k-means based hybrid wavelet and curvelet transform approach for denoising of remotely sensed images , 2015 .

[19]  Muhammad Umar,et al.  BIOSTRATIGRAPHY OF EARLY EOCENE MARGALA HILL LIMESTONE IN THE MUZAFFARABAD AREA (KASHMIR BASIN, AZAD JAMMU AND KASHMIR) , 2017 .

[20]  Kristian Bredies,et al.  Preconditioned Douglas-Rachford Splitting Methods for Convex-concave Saddle-point Problems , 2015, SIAM J. Numer. Anal..

[21]  Abdul Nasir,et al.  A case study of groundwater contamination due to open dumping of municipal solid waste in faisalabad pakistan , 2017 .

[22]  Muhammad Shahid,et al.  COMPARATIVE ANTI-BACTERIAL ACTIVITIES OF NIGELLA SATIVA AND LINCOMYCIN IN THE GUT OF BROILER CHICKS , 2017 .

[23]  Xinwu Liu,et al.  Efficient algorithms for hybrid regularizers based image denoising and deblurring , 2015, Comput. Math. Appl..

[24]  Abdul Nasir,et al.  Experimental study on strength and durability of cement and concrete by partial replacement of fine aggregate with fly ash , 2017 .

[25]  Qi Li,et al.  No-reference image noise estimation based on noise level accumulation , 2016 .

[26]  Norbert Simon,et al.  Landslide susceptibility analysis lsa using weighted overlay method wom along the genting sempah to bentong highway pahang , 2017 .