Comput Math Methods Med - Developing image processing meta-algorithms with data mining of multiple metrics.

Tópicos

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

Resumo

People often use multiple metrics in image processing, but here we take a novel approach of mining the values of batteries of metrics on image processing results. We present a case for extending image processing methods to incorporate automated mining of multiple image metric values. Here by a metric we mean any image similarity or distance measure, and in this paper we consider intensity-based and statistical image measures and focus on registration as an image processing problem. We show how it is possible to develop meta-algorithms that evaluate different image processing results with a number of different metrics and mine the results in an automated fashion so as to select the best results. We show that the mining of multiple metrics offers a variety of potential benefits for many image processing problems, including improved robustness and validation.

Resumo Limpo

peopl often use multipl metric imag process take novel approach mine valu batteri metric imag process result present case extend imag process method incorpor autom mine multipl imag metric valu metric mean imag similar distanc measur paper consid intensitybas statist imag measur focus registr imag process problem show possibl develop metaalgorithm evalu differ imag process result number differ metric mine result autom fashion select best result show mine multipl metric offer varieti potenti benefit mani imag process problem includ improv robust valid

Resumos Similares

IEEE Trans Image Process - Linear time distances between fuzzy sets with applications to pattern matching and classification. ( 0,775228607901802 )
IEEE Trans Pattern Anal Mach Intell - Objective Assessment of Multiresolution Image Fusion Algorithms for Context Enhancement in Night Vision: A Comparative Study. ( 0,730468689380422 )
IEEE Trans Image Process - Inverse halftoning based on the bayesian theorem. ( 0,725385754600724 )
IEEE Trans Image Process - Two-direction nonlocal model for image denoising. ( 0,720677171801092 )
IEEE Trans Image Process - A no-reference perceptual based contrast enhancement metric for ocean scenes in fog. ( 0,695100067134114 )
Comput Methods Programs Biomed - Medical imaging correction: a comparative study of five contrast and brightness matching methods. ( 0,672845796360822 )
IEEE Trans Image Process - Co-transduction for shape retrieval. ( 0,671114690938295 )
IEEE Trans Image Process - Automatic parameter selection for denoising algorithms using a no-reference measure of image content. ( 0,663298333445892 )
IEEE Trans Image Process - View-based discriminative probabilistic modeling for 3D object retrieval and recognition. ( 0,657284861693904 )
IEEE Trans Image Process - Two-dimensional approach to full-reference image quality assessment based on positional structural information. ( 0,653324165090709 )
IEEE Trans Image Process - A no-reference image blur metric based on the cumulative probability of blur detection (CPBD). ( 0,652899332242149 )
Comput Math Methods Med - A fusion algorithm for GFP image and phase contrast image of Arabidopsis cell based on SFL-contourlet transform. ( 0,639319153598226 )
Comput Biol Chem - Ranking of microRNA target prediction scores by Pareto front analysis. ( 0,633677134475623 )
Int J Comput Assist Radiol Surg - Three-dimensional skeletonization and symbolic description in vascular imaging: preliminary results. ( 0,63068535887077 )
Comput. Biol. Med. - Similarity measure for quality control of dental CAD/CAM-applications. ( 0,624724705326383 )
Int J Med Robot - Manifold-based feature point matching for multi-modal image registration. ( 0,621438990841895 )
IEEE Trans Image Process - DSIM: a DisSIMilarity-based image clutter metric for targeting performance. ( 0,619341682858274 )
IEEE Trans Image Process - Image quality assessment by visual gradient similarity. ( 0,613028853973755 )
IEEE Trans Image Process - Perceptual strength of 3-D crosstalk in both achromatic and color images in stereoscopic 3-D displays. ( 0,606871138127839 )
IEEE Trans Image Process - Image enhancement using the hypothesis selection filter: theory and application to JPEG decoding. ( 0,599856240438986 )
IEEE Trans Pattern Anal Mach Intell - Online Multiple Kernel Similarity Learning for Visual Search. ( 0,599473666351684 )
IEEE Trans Image Process - Decomposition-based transfer distance metric learning for image classification. ( 0,597582125897237 )
IEEE Trans Image Process - Homogeneity localization using particle filters with application to noise estimation. ( 0,596032931351327 )
Med Biol Eng Comput - Novel non-invasive method of measurement of endothelial function: enclosed-zone flow-mediated dilatation (ezFMD). ( 0,592383989277914 )
Comput Methods Programs Biomed - Automated septum thickness measurement--a Kalman filter approach. ( 0,590297994190814 )
IEEE Trans Pattern Anal Mach Intell - Learning with Box Kernels. ( 0,583880897520721 )
IEEE Trans Image Process - Generalized assorted camera arrays: robust cross-channel registration and applications. ( 0,578292841870729 )
Comput. Biol. Med. - Estimation of the breast skin-line in mammograms using multidirectional Gabor filters. ( 0,575010641643535 )
Methods Inf Med - Distance measures for surgical process models. ( 0,572856671975028 )
Int J Comput Assist Radiol Surg - X-ray fluoroscopy noise modeling for filter design. ( 0,57169416149554 )
IEEE Trans Image Process - Automatic exact histogram specification for contrast enhancement and visual system based quantitative evaluation. ( 0,570422033208335 )
Comput Methods Programs Biomed - A contextual based double watermarking of PET images by patient ID and ECG signal. ( 0,570309436872179 )
IEEE J Biomed Health Inform - Identifying mammalian MicroRNA targets based on supervised distance metric learning. ( 0,567868737891868 )
IEEE Trans Image Process - 3-D object retrieval and recognition with hypergraph analysis. ( 0,566436492776694 )
Med Decis Making - Evaluation of markers and risk prediction models: overview of relationships between NRI and decision-analytic measures. ( 0,56569642088622 )
IEEE Trans Image Process - Interactive image segmentation using Dirichlet process multiple-view learning. ( 0,565446487061092 )
IEEE Trans Image Process - Joint color decrosstalk and demosaicking for CFA cameras. ( 0,563436682891708 )
Comput Math Methods Med - Level set segmentation of medical images based on local region statistics and maximum a posteriori probability. ( 0,563325509422257 )
Neural Comput - Improved similarity measures for small sets of spike trains. ( 0,561461197799973 )
Comput. Biol. Med. - A new method for gridding DNA microarrays. ( 0,558438142052032 )
Comput. Biol. Med. - Effective FCM noise clustering algorithms in medical images. ( 0,558375898304908 )
Comput. Biol. Med. - GPU-accelerated 3D mipmap for real-time visualization of ultrasound volume data. ( 0,555890573481109 )
Comput Math Methods Med - Improving spatial adaptivity of nonlocal means in low-dosed CT imaging using pointwise fractal dimension. ( 0,553201659462511 )
J Biomed Inform - Mammogram retrieval through machine learning within BI-RADS standards. ( 0,550076910760855 )
IEEE Trans Vis Comput Graph - Learning a 3D Human Pose Distance Metric from Geometric Pose Descriptor. ( 0,548999359031053 )
IEEE Trans Image Process - Fast O1 bilateral filtering using trigonometric range kernels. ( 0,548740823881783 )
IEEE Trans Image Process - Fuzzy random impulse noise removal from color image sequences. ( 0,545866360018662 )
IEEE Trans Image Process - Multiscale gradients-based color filter array interpolation. ( 0,545361506176566 )
Comput Math Methods Med - An improved computer vision method for white blood cells detection. ( 0,544734161527719 )
Med Biol Eng Comput - A hybrid framework for registration of carotid ultrasound images combining iconic and geometric features. ( 0,544314564181857 )
Brief. Bioinformatics - Evaluating template-based and template-free protein-protein complex structure prediction. ( 0,540768954047688 )
IEEE Trans Image Process - Detection and inpainting of facial wrinkles using texture orientation fields and Markov random field modeling. ( 0,539633016219255 )
IEEE Trans Image Process - Person re-identification over camera networks using multi-task distance metric learning. ( 0,538849594133631 )
J Chem Inf Model - SCISSORS: practical considerations. ( 0,535877250878873 )
Comput Methods Programs Biomed - Quantum and impulse noise filtering from breast mammogram images. ( 0,535492781528932 )
Neural Comput - Neural decoding with kernel-based metric learning. ( 0,535121504475805 )
IEEE Trans Image Process - Implicit polynomial representation through a fast fitting error estimation. ( 0,533140286874445 )
IEEE Trans Image Process - Efficient algorithm for level set method preserving distance function. ( 0,532655233737184 )
IEEE Trans Image Process - S3: a spectral and spatial measure of local perceived sharpness in natural images. ( 0,531570891583038 )
Comput Methods Programs Biomed - A multi-task learning approach for the extraction of single-trial evoked potentials. ( 0,530404834510533 )
Comput Math Methods Med - Nonlocal means-based denoising for medical images. ( 0,530334008493238 )
Neural Comput - A new class of metrics for spike trains. ( 0,527848537578801 )
IEEE Trans Image Process - Spline regression hashing for fast image search. ( 0,524077753384911 )
Comput Methods Programs Biomed - Improvements of Adaptive Filtering by Optimal Projection to filter different artifact types on long duration EEG recordings. ( 0,521198204477783 )
J Chem Inf Model - Anatomy of high-performance 2D similarity calculations. ( 0,5186859976869 )
IEEE Trans Vis Comput Graph - Enhanced Spatial Stability with Hilbert and Moore Treemaps. ( 0,516658269009378 )
IEEE Trans Image Process - Robust image hashing based on random Gabor filtering and dithered lattice vector quantization. ( 0,516003823452847 )
IEEE Trans Neural Netw Learn Syst - A Distributed Approach Toward Discriminative Distance Metric Learning. ( 0,515736905780996 )
IEEE Trans Image Process - A new color filter array with optimal properties for noiseless and noisy color image acquisition. ( 0,514945857321093 )
Comput Methods Programs Biomed - Supervised restoration of degraded medical images using multiple-point geostatistics. ( 0,514856684624378 )
IEEE Trans Image Process - Commutability of blur and affine warping in super-resolution with application to joint estimation of triple-coupled variables. ( 0,513877454430643 )
IEEE Trans Image Process - Segmented gray-code kernels for fast pattern matching. ( 0,513459910528928 )
IEEE Trans Image Process - Toward an impairment metric for stereoscopic video: a full-reference video quality metric to assess compressed stereoscopic video. ( 0,511506580985797 )
IEEE Trans Image Process - Computational perceptual features for texture representation and retrieval. ( 0,511407480616839 )
J. Comput. Biol. - Population model-based inter-diplotype similarity measure for accurate diplotype clustering. ( 0,510745507527378 )
Artif Intell Med - An evaluation of heuristics for rule ranking. ( 0,509961180903162 )
Comput Math Methods Med - Feature and contrast enhancement of mammographic image based on multiscale analysis and morphology. ( 0,509534204004964 )
Comput Methods Programs Biomed - Enhancement of low sampling frequency recordings for ECG biometric matching using interpolation. ( 0,509410222870106 )
Comput Methods Programs Biomed - A marker-based watershed method for X-ray image segmentation. ( 0,509328579813455 )
Comput Math Methods Med - A new multichannel spectral imaging laser scanning confocal microscope. ( 0,508468654560738 )
IEEE Trans Image Process - Structural texture similarity metrics for image analysis and retrieval. ( 0,508196609342944 )
IEEE Trans Image Process - A universal denoising framework with a new impulse detector and nonlocal means. ( 0,508014557891878 )
Neural Comput - Exploitation of pairwise class distances for ordinal classification. ( 0,507576667966959 )
IEEE Trans Image Process - Image deconvolution with multi-stage convex relaxation and its perceptual evaluation. ( 0,507392650551548 )
IEEE Trans Image Process - A multisize superpixel approach for salient object detection based on multivariate normal distribution estimation. ( 0,506625114526517 )
AMIA Annu Symp Proc - Knowledge-based method for determining the meaning of ambiguous biomedical terms using information content measures of similarity. ( 0,506055488787052 )
IEEE Trans Image Process - Multiscale image fusion using the undecimated wavelet transform with spectral factorization and nonorthogonal filter banks. ( 0,503688839251 )
J Chem Inf Model - Large-scale learning of structure-activity relationships using a linear support vector machine and problem-specific metrics. ( 0,503406020841929 )
IEEE Trans Image Process - Label transfer by measuring compactness. ( 0,503108307370597 )
Comput Math Methods Med - Comparative analysis of mass spectral similarity measures on peak alignment for comprehensive two-dimensional gas chromatography mass spectrometry. ( 0,502927965167782 )
IEEE Trans Image Process - Nonparametric Bayesian dictionary learning for analysis of noisy and incomplete images. ( 0,502722590232429 )
IEEE Trans Image Process - Characterization of electrophotographic print artifacts: banding, jitter, and ghosting. ( 0,502628091033183 )
IEEE Trans Image Process - Adaptive reconstruction of millimeter-wave radiometric images. ( 0,502626494121455 )
IEEE Trans Image Process - Saliency detection in the compressed domain for adaptive image retargeting. ( 0,500252531560657 )
Comput Math Methods Med - Ultrasound image enhancement using structure-based filtering. ( 0,498323018007434 )
IEEE Trans Vis Comput Graph - Scheduling in Heterogeneous Computing Environments for Proximity Queries. ( 0,497910326935896 )
IEEE Trans Image Process - Generation of all-in-focus images by noise-robust selective fusion of limited depth-of-field images. ( 0,497414162867172 )
Artif Intell Med - Improved cosine similarity measures of simplified neutrosophic sets for medical diagnoses. ( 0,497144083771833 )
IEEE Trans Pattern Anal Mach Intell - FAIR: a Fast Algorithm for Document Image Restoration. ( 0,49585771420897 )
IEEE Trans Pattern Anal Mach Intell - Effective Unconstrained Face Recognition by Combining Multiple Descriptors and Learned Background Statistics. ( 0,495758291674444 )