IEEE Trans Image Process - Cognition and removal of impulse noise with uncertainty.

Tópicos

{ imag(2830) propos(1344) filter(1198) }
{ can(774) often(719) complex(702) }
{ method(2212) result(1239) propos(1039) }
{ howev(809) still(633) remain(590) }
{ first(2504) two(1366) second(1323) }
{ model(3404) distribut(989) bayesian(671) }
{ data(3963) clinic(1234) research(1004) }
{ perform(999) metric(946) measur(919) }
{ decis(3086) make(1611) patient(1517) }
{ activ(1452) weight(1219) physic(1104) }
{ system(1976) rule(880) can(841) }
{ take(945) account(800) differ(722) }
{ assess(1506) score(1403) qualiti(1306) }
{ design(1359) user(1324) use(1319) }
{ featur(1941) imag(1645) propos(1176) }
{ import(1318) role(1303) understand(862) }
{ perform(1367) use(1326) method(1137) }
{ model(3480) simul(1196) paramet(876) }
{ data(2317) use(1299) case(1017) }
{ gene(2352) biolog(1181) express(1162) }
{ high(1669) rate(1365) level(1280) }
{ survey(1388) particip(1329) question(1065) }
{ method(1969) cluster(1462) data(1082) }
{ imag(1947) propos(1133) code(1026) }
{ data(1737) use(1416) pattern(1282) }
{ inform(2794) health(2639) internet(1427) }
{ measur(2081) correl(1212) valu(896) }
{ imag(1057) registr(996) error(939) }
{ bind(1733) structur(1185) ligand(1036) }
{ sequenc(1873) structur(1644) protein(1328) }
{ method(1219) similar(1157) match(930) }
{ featur(3375) classif(2383) classifi(1994) }
{ network(2748) neural(1063) input(814) }
{ imag(2675) segment(2577) method(1081) }
{ patient(2315) diseas(1263) diabet(1191) }
{ studi(2440) review(1878) systemat(933) }
{ motion(1329) object(1292) video(1091) }
{ treatment(1704) effect(941) patient(846) }
{ surgeri(1148) surgic(1085) robot(1054) }
{ framework(1458) process(801) describ(734) }
{ problem(2511) optim(1539) algorithm(950) }
{ error(1145) method(1030) estim(1020) }
{ chang(1828) time(1643) increas(1301) }
{ learn(2355) train(1041) set(1003) }
{ concept(1167) ontolog(924) domain(897) }
{ clinic(1479) use(1117) guidelin(835) }
{ algorithm(1844) comput(1787) effici(935) }
{ extract(1171) text(1153) clinic(932) }
{ method(1557) propos(1049) approach(1037) }
{ data(1714) softwar(1251) tool(1186) }
{ control(1307) perform(991) simul(935) }
{ model(2220) cell(1177) simul(1124) }
{ care(1570) inform(1187) nurs(1089) }
{ general(901) number(790) one(736) }
{ method(984) reconstruct(947) comput(926) }
{ search(2224) databas(1162) retriev(909) }
{ case(1353) use(1143) diagnosi(1136) }
{ studi(1410) differ(1259) use(1210) }
{ risk(3053) factor(974) diseas(938) }
{ research(1085) discuss(1038) issu(1018) }
{ system(1050) medic(1026) inform(1018) }
{ model(2341) predict(2261) use(1141) }
{ visual(1396) interact(850) tool(830) }
{ compound(1573) activ(1297) structur(1058) }
{ studi(1119) effect(1106) posit(819) }
{ blood(1257) pressur(1144) flow(957) }
{ spatial(1525) area(1432) region(1030) }
{ record(1888) medic(1808) patient(1693) }
{ health(3367) inform(1360) care(1135) }
{ monitor(1329) mobil(1314) devic(1160) }
{ ehr(2073) health(1662) electron(1139) }
{ state(1844) use(1261) util(961) }
{ research(1218) medic(880) student(794) }
{ patient(2837) hospit(1953) medic(668) }
{ model(2656) set(1616) predict(1553) }
{ age(1611) year(1155) adult(843) }
{ medic(1828) order(1363) alert(1069) }
{ signal(2180) analysi(812) frequenc(800) }
{ cost(1906) reduc(1198) effect(832) }
{ group(2977) signific(1463) compar(1072) }
{ sampl(1606) size(1419) use(1276) }
{ data(3008) multipl(1320) sourc(1022) }
{ intervent(3218) particip(2042) group(1664) }
{ activ(1138) subject(705) human(624) }
{ time(1939) patient(1703) rate(768) }
{ patient(1821) servic(1111) care(1106) }
{ use(2086) technolog(871) perceiv(783) }
{ can(981) present(881) function(850) }
{ analysi(2126) use(1163) compon(1037) }
{ health(1844) social(1437) communiti(874) }
{ structur(1116) can(940) graph(676) }
{ cancer(2502) breast(956) screen(824) }
{ use(976) code(926) identifi(902) }
{ use(1733) differ(960) four(931) }
{ drug(1928) target(777) effect(648) }
{ result(1111) use(1088) new(759) }
{ implement(1333) system(1263) develop(1122) }
{ estim(2440) model(1874) function(577) }
{ process(1125) use(805) approach(778) }
{ detect(2391) sensit(1101) algorithm(908) }

Resumo

Uncertainties are the major inherent feature of impulse noise. This fact makes image denoising a difficult task. Understanding the uncertainties can improve the performance of image denoising. This paper presents a novel adaptive detail-preserving filter based on the cloud model (CM) to remove impulse noise. It is called the CM filter. First, an uncertainty-based detector identifies the pixels corrupted by impulse noise. Then, a weighted fuzzy mean filter is applied to remove the noise candidates. The experimental results show that, compared with the traditional switching filters, the CM filter makes a great improvement in image denoising. Even at a noise level as high as 95%, the CM filter still can restore the image with good detail preservation.

Resumo Limpo

uncertainti major inher featur impuls nois fact make imag denois difficult task understand uncertainti can improv perform imag denois paper present novel adapt detailpreserv filter base cloud model cm remov impuls nois call cm filter first uncertaintybas detector identifi pixel corrupt impuls nois weight fuzzi mean filter appli remov nois candid experiment result show compar tradit switch filter cm filter make great improv imag denois even nois level high cm filter still can restor imag good detail preserv

Resumos Similares

IEEE Trans Image Process - Naturalness preserved enhancement algorithm for non-uniform illumination images. ( 0,942493668085505 )
IEEE Trans Image Process - Reducing integrability error of color tensor gradients for image fusion. ( 0,917767446608478 )
IEEE Trans Image Process - Mixed noise removal by weighted encoding with sparse nonlocal regularization. ( 0,910006182954527 )
IEEE Trans Image Process - Nonedge-specific adaptive scheme for highly robust blind motion deblurring of natural imagess. ( 0,902787852563243 )
IEEE Trans Image Process - Selectively detail-enhanced fusion of differently exposed images with moving objects. ( 0,901480028575682 )
IEEE Trans Image Process - Automatic exact histogram specification for contrast enhancement and visual system based quantitative evaluation. ( 0,895533428430863 )
IEEE Trans Image Process - Non-linear direct multi-scale image enhancement based on the luminance and contrast masking characteristics of the human visual system. ( 0,895009023455425 )
IEEE Trans Image Process - Demosaicking of noisy Bayer-sampled color images with least-squares luma-chroma demultiplexing and noise level estimation. ( 0,8936850758407 )
IEEE Trans Image Process - Gradient histogram estimation and preservation for texture enhanced image denoising. ( 0,89145488103835 )
IEEE Trans Image Process - Correction of axial and lateral chromatic aberration with false color filtering. ( 0,889457316537444 )
Int J Comput Assist Radiol Surg - Wavelet denoising for quantum noise removal in chest digital tomosynthesis. ( 0,889110866399116 )
IEEE Trans Image Process - Nonlocal hierarchical dictionary learning using wavelets for image denoising. ( 0,888411133549956 )
IEEE Trans Image Process - Probabilistic exposure fusion. ( 0,884504078857629 )
IEEE Trans Image Process - Optimal inversion of the generalized Anscombe transformation for Poisson-Gaussian noise. ( 0,881978348306856 )
IEEE Trans Image Process - Switching bilateral filter with a texture/noise detector for universal noise removal. ( 0,880462730406296 )
IEEE Trans Image Process - Scanned image descreening with image redundancy and adaptive filtering. ( 0,877545680183913 )
IEEE Trans Image Process - Efficient contrast enhancement using adaptive gamma correction with weighting distribution. ( 0,874642261260323 )
IEEE Trans Image Process - An edge-adapting Laplacian kernel for nonlinear diffusion filters. ( 0,874141696244439 )
IEEE Trans Image Process - Symmetric smoothing filters from global consistency constraints. ( 0,873214843268346 )
IEEE Trans Image Process - Contrast-guided image interpolation. ( 0,873141273705508 )
IEEE Trans Image Process - Green noise digital halftoning with multiscale error diffusion. ( 0,868176993971695 )
IEEE Trans Image Process - Automatic single-image-based rain streaks removal via image decomposition. ( 0,867696522070901 )
IEEE Trans Image Process - Optimizing the error diffusion filter for blue noise halftoning with multiscale error diffusion. ( 0,867099424670607 )
IEEE Trans Image Process - Multiscale bi-Gaussian filter for adjacent curvilinear structures detection with application to vasculature images. ( 0,866614384963296 )
IEEE Trans Image Process - A new scheme for robust gradient vector estimation in color images. ( 0,865216708038921 )
IEEE Trans Image Process - Weighted guided image filtering. ( 0,865049886943878 )
IEEE Trans Image Process - Nonlinear approach for enhancement of image focus volume in shape from focus. ( 0,864215769228416 )
Comput Math Methods Med - Improved DCT-based nonlocal means filter for MR images denoising. ( 0,861762742609541 )
IEEE Trans Image Process - Contextual and variational contrast enhancement. ( 0,861740789192712 )
IEEE Trans Image Process - Robust image hashing based on random Gabor filtering and dithered lattice vector quantization. ( 0,852797202401186 )
IEEE Trans Image Process - Adaptive 2-D wavelet transform based on the lifting scheme with preserved vanishing moments. ( 0,849867625889021 )
IEEE Trans Image Process - A universal denoising framework with a new impulse detector and nonlocal means. ( 0,843207244472118 )
Comput. Biol. Med. - A robust algorithm for removing artifacts in EEG recorded during FMRI/EEG study. ( 0,841194722871724 )
IEEE Trans Image Process - Linear feature separation from topographic maps using energy density and the shear transform. ( 0,839792625844574 )
IEEE Trans Image Process - Multiscale image fusion using the undecimated wavelet transform with spectral factorization and nonorthogonal filter banks. ( 0,838076356667702 )
Comput. Biol. Med. - Effective FCM noise clustering algorithms in medical images. ( 0,837433402697381 )
Comput Methods Programs Biomed - Supervised restoration of degraded medical images using multiple-point geostatistics. ( 0,837192739518936 )
IEEE Trans Image Process - A doubly degenerate diffusion model based on the gray level indicator for multiplicative noise removal. ( 0,837172388460385 )
IEEE Trans Image Process - Unified blind method for multi-image super-resolution and single/multi-image blur deconvolution. ( 0,836859526755457 )
IEEE Trans Image Process - Sparse representation based image interpolation with nonlocal autoregressive modeling. ( 0,836237970180859 )
IEEE Trans Image Process - Commutability of blur and affine warping in super-resolution with application to joint estimation of triple-coupled variables. ( 0,835886254840318 )
Comput Methods Programs Biomed - Automatic detection of the carotid lumen axis in B-mode ultrasound images. ( 0,834058646324644 )
Comput Math Methods Med - Improving the performance of the prony method using a wavelet domain filter for MRI denoising. ( 0,832916978906478 )
IEEE Trans Image Process - Robust document image binarization technique for degraded document images. ( 0,832557942562929 )
IEEE Trans Image Process - Fuzzy random impulse noise removal from color image sequences. ( 0,831294604261733 )
IEEE Trans Image Process - Contourlet domain multiband deblurring based on color correlation for fluid lens cameras. ( 0,829135438000878 )
IEEE Trans Image Process - Noise reduction based on partial-reference, dual-tree complex wavelet transform shrinkage. ( 0,826672128662836 )
IEEE Trans Image Process - Sparsity-based Poisson denoising with dictionary learning. ( 0,82588695882423 )
J Med Syst - A stationary wavelet transform based approach to registration of planning CT and setup cone beam-CT images in radiotherapy. ( 0,824646551084584 )
IEEE Trans Image Process - Determining the intrinsic dimension of a hyperspectral image using random matrix theory. ( 0,824066612304449 )
Comput Math Methods Med - Improving spatial adaptivity of nonlocal means in low-dosed CT imaging using pointwise fractal dimension. ( 0,823813872495147 )
IEEE Trans Image Process - IMAGE resolution enhancement by using discrete and stationary wavelet decomposition. ( 0,823252443368118 )
IEEE Trans Image Process - Generation of all-in-focus images by noise-robust selective fusion of limited depth-of-field images. ( 0,822380326679452 )
Int J Comput Assist Radiol Surg - X-ray fluoroscopy noise modeling for filter design. ( 0,822166643904467 )
IEEE Trans Image Process - Fast O1 bilateral filtering using trigonometric range kernels. ( 0,82211924448418 )
IEEE Trans Image Process - Nonlinear image upsampling method based on radial basis function interpolation. ( 0,821889490185592 )
IEEE Trans Image Process - Configuration-Transition-Based Connected-Component Labeling. ( 0,821694212481203 )
J Med Syst - Improved fuzzy clustering algorithms in segmentation of DC-enhanced breast MRI. ( 0,821511011417584 )
IEEE Trans Image Process - Efficient improvements on the BDND filtering algorithm for the removal of high-density impulse noise. ( 0,821488753357557 )
IEEE Trans Image Process - Contrast-enhanced fusion of multi-sensor images using subband-decomposed multiscale retinex. ( 0,819399312154807 )
IEEE Trans Image Process - PDE-based random-valued impulse noise removal based on new class of controlling functions. ( 0,819097808385365 )
IEEE J Biomed Health Inform - An Adaptive Filter for the Removal of Drifting Sinusoidal Noise without a Reference. ( 0,816591087321866 )
IEEE Trans Image Process - Anisotropic diffusion filter with memory based on speckle statistics for ultrasound images. ( 0,815997085989828 )
IEEE Trans Image Process - Image Sensor Noise Parameter Estimation by Variance Stabilization and Normality Assessment. ( 0,814500785370386 )
Int J Comput Assist Radiol Surg - An algorithm for noise correction of dual-energy computed tomography material density images. ( 0,812820512820513 )
Comput Math Methods Med - A fusion algorithm for GFP image and phase contrast image of Arabidopsis cell based on SFL-contourlet transform. ( 0,810384682509739 )
IEEE Trans Image Process - Local edge-preserving multiscale decomposition for high dynamic range image tone mapping. ( 0,808848907733461 )
IEEE Trans Image Process - Compressibility-aware media retargeting with structure preserving. ( 0,807647122484907 )
Comput Methods Programs Biomed - Wavelet-based de-noising techniques in MRI. ( 0,80760830904782 )
IEEE Trans Image Process - 3D steerable wavelets in practice. ( 0,806154244254806 )
IEEE Trans Image Process - Edge strength filter based color filter array interpolation. ( 0,805165616096652 )
Comput Math Methods Med - Feature and contrast enhancement of mammographic image based on multiscale analysis and morphology. ( 0,804587938924452 )
IEEE Trans Image Process - Change detection in synthetic aperture radar images based on image fusion and fuzzy clustering. ( 0,804587938924452 )
IEEE Trans Image Process - Regularized background adaptation: a novel learning rate control scheme for gaussian mixture modeling. ( 0,803151932857028 )
Comput. Biol. Med. - GPU-accelerated 3D mipmap for real-time visualization of ultrasound volume data. ( 0,800223477726424 )
Comput Methods Programs Biomed - A novel approach to speckle noise filtering based on Artificial Bee Colony algorithm: an ultrasound image application. ( 0,799336763193395 )
Comput Math Methods Med - Background-suppressed MR venography of the brain using magnitude data: a high-pass filtering approach. ( 0,798788032472283 )
IEEE Trans Image Process - Variational algorithms to remove stationary noise: applications to microscopy imaging. ( 0,797038016712136 )
IEEE Trans Image Process - A new color filter array with optimal properties for noiseless and noisy color image acquisition. ( 0,796778246610456 )
IEEE Trans Image Process - Robust scale-space filter using second-order partial differential equations. ( 0,79621300270202 )
IEEE Trans Image Process - Segmented gray-code kernels for fast pattern matching. ( 0,795569265821024 )
IEEE Trans Image Process - A new hardware-efficient algorithm and reconfigurable architecture for image contrast enhancement. ( 0,795046967653094 )
IEEE Trans Image Process - Blind detection of median filtering in digital images: a difference domain based approach. ( 0,795018929133198 )
Comput Math Methods Med - Ultrasound image enhancement using structure-based filtering. ( 0,794714247056952 )
Int J Med Robot - Manifold-based feature point matching for multi-modal image registration. ( 0,790598792772546 )
IEEE Trans Image Process - Window-level rate control for smooth picture quality and smooth buffer occupancy. ( 0,789905415015486 )
Comput Methods Programs Biomed - Quantum and impulse noise filtering from breast mammogram images. ( 0,788329508920062 )
IEEE Trans Neural Netw Learn Syst - Targeting accurate object extraction from an image: a comprehensive study of natural image matting. ( 0,786383590582762 )
IEEE Trans Pattern Anal Mach Intell - A Hybrid Probabilistic Model for Unified Collaborative and Content-Based Image Tagging. ( 0,784482208474058 )
Comput. Biol. Med. - Smart histogram analysis applied to the skull-stripping problem in T1-weighted MRI. ( 0,782796991629671 )
IEEE Trans Image Process - Detail-enhanced exposure fusion. ( 0,782426338446119 )
Int J Comput Assist Radiol Surg - Successive iterative restoration applied to streak artifact reduction in X-ray CT image of dento-alveolar region. ( 0,780782613549693 )
IEEE Trans Image Process - Saliency detection in the compressed domain for adaptive image retargeting. ( 0,779825053226699 )
Comput Math Methods Med - Parametric mapping of brain tissues from diffusion kurtosis tensor. ( 0,77747427611744 )
IEEE Trans Image Process - Multiscale gradients-based color filter array interpolation. ( 0,777044831695918 )
IEEE Trans Image Process - Three-dimensional near-field MIMO array imaging using range migration techniques. ( 0,775000252173697 )
IEEE Trans Image Process - Framelet algorithms for de-blurring images corrupted by impulse plus Gaussian noise. ( 0,774392501934367 )
Comput. Biol. Med. - Estimation of the breast skin-line in mammograms using multidirectional Gabor filters. ( 0,773531931048517 )
IEEE Trans Image Process - Image enhancement using the hypothesis selection filter: theory and application to JPEG decoding. ( 0,772788176554741 )
Comput. Biol. Med. - Breast peripheral area correction in digital mammograms. ( 0,769364441596211 )