IEEE Trans Image Process - Texture classification using refined histogram.

Tópicos

{ method(1557) propos(1049) approach(1037) }
{ learn(2355) train(1041) set(1003) }
{ imag(2830) propos(1344) filter(1198) }
{ model(2220) cell(1177) simul(1124) }
{ state(1844) use(1261) util(961) }
{ measur(2081) correl(1212) valu(896) }
{ sequenc(1873) structur(1644) protein(1328) }
{ surgeri(1148) surgic(1085) robot(1054) }
{ system(1976) rule(880) can(841) }
{ general(901) number(790) one(736) }
{ research(1085) discuss(1038) issu(1018) }
{ compound(1573) activ(1297) structur(1058) }
{ model(2656) set(1616) predict(1553) }
{ time(1939) patient(1703) rate(768) }
{ can(981) present(881) function(850) }
{ decis(3086) make(1611) patient(1517) }
{ method(2212) result(1239) propos(1039) }
{ model(3404) distribut(989) bayesian(671) }
{ inform(2794) health(2639) internet(1427) }
{ network(2748) neural(1063) input(814) }
{ patient(2315) diseas(1263) diabet(1191) }
{ motion(1329) object(1292) video(1091) }
{ treatment(1704) effect(941) patient(846) }
{ chang(1828) time(1643) increas(1301) }
{ control(1307) perform(991) simul(935) }
{ search(2224) databas(1162) retriev(909) }
{ import(1318) role(1303) understand(862) }
{ model(3480) simul(1196) paramet(876) }
{ data(2317) use(1299) case(1017) }
{ first(2504) two(1366) second(1323) }
{ can(774) often(719) complex(702) }
{ imag(1947) propos(1133) code(1026) }
{ data(1737) use(1416) pattern(1282) }
{ imag(1057) registr(996) error(939) }
{ bind(1733) structur(1185) ligand(1036) }
{ method(1219) similar(1157) match(930) }
{ featur(3375) classif(2383) classifi(1994) }
{ imag(2675) segment(2577) method(1081) }
{ take(945) account(800) differ(722) }
{ studi(2440) review(1878) systemat(933) }
{ assess(1506) score(1403) qualiti(1306) }
{ framework(1458) process(801) describ(734) }
{ problem(2511) optim(1539) algorithm(950) }
{ error(1145) method(1030) estim(1020) }
{ concept(1167) ontolog(924) domain(897) }
{ clinic(1479) use(1117) guidelin(835) }
{ algorithm(1844) comput(1787) effici(935) }
{ extract(1171) text(1153) clinic(932) }
{ data(1714) softwar(1251) tool(1186) }
{ design(1359) user(1324) use(1319) }
{ care(1570) inform(1187) nurs(1089) }
{ method(984) reconstruct(947) comput(926) }
{ featur(1941) imag(1645) propos(1176) }
{ case(1353) use(1143) diagnosi(1136) }
{ howev(809) still(633) remain(590) }
{ data(3963) clinic(1234) research(1004) }
{ studi(1410) differ(1259) use(1210) }
{ risk(3053) factor(974) diseas(938) }
{ perform(999) metric(946) measur(919) }
{ system(1050) medic(1026) inform(1018) }
{ model(2341) predict(2261) use(1141) }
{ visual(1396) interact(850) tool(830) }
{ 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) }
{ health(3367) inform(1360) care(1135) }
{ monitor(1329) mobil(1314) devic(1160) }
{ ehr(2073) health(1662) electron(1139) }
{ research(1218) medic(880) student(794) }
{ patient(2837) hospit(1953) medic(668) }
{ 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) }
{ gene(2352) biolog(1181) express(1162) }
{ data(3008) multipl(1320) sourc(1022) }
{ intervent(3218) particip(2042) group(1664) }
{ activ(1138) subject(705) human(624) }
{ 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) }
{ process(1125) use(805) approach(778) }
{ activ(1452) weight(1219) physic(1104) }
{ method(1969) cluster(1462) data(1082) }
{ detect(2391) sensit(1101) algorithm(908) }

Resumo

In this correspondence, we propose a novel, efficient, and effective Refined Histogram (RH) for modeling the wavelet subband detail coefficients and present a new image signature based on the RH model for supervised texture classification. Our RH makes use of a step function with exponentially increasing intervals to model the histogram of detail coefficients, and the concatenation of the RH model parameters for all wavelet subbands forms the so-called RH signature. To justify the usefulness of the RH signature, we discuss and investigate some of its statistical properties. These properties would clarify the sufficiency of the signature to characterize the wavelet subband information. In addition, we shall also present an efficient RH signature extraction algorithm based on the coefficient-counting technique, which helps to speed up the overall classification system performance. We apply the RH signature to texture classification using the well-known databases. Experimental results show that our proposed RH signature in conjunction with the use of symmetrized Kullback-Leibler divergence gives a satisfactory classification performance compared with the current state-of-the-art methods.

Resumo Limpo

correspond propos novel effici effect refin histogram rh model wavelet subband detail coeffici present new imag signatur base rh model supervis textur classif rh make use step function exponenti increas interv model histogram detail coeffici concaten rh model paramet wavelet subband form socal rh signatur justifi use rh signatur discuss investig statist properti properti clarifi suffici signatur character wavelet subband inform addit shall also present effici rh signatur extract algorithm base coefficientcount techniqu help speed overal classif system perform appli rh signatur textur classif use wellknown databas experiment result show propos rh signatur conjunct use symmetr kullbackleibl diverg give satisfactori classif perform compar current stateoftheart method

Resumos Similares

IEEE Trans Neural Netw Learn Syst - A Hybrid Constructive Algorithm for Single-Layer Feedforward Networks Learning. ( 0,714509426607425 )
J Med Syst - Retinal blood vessel segmentation with neural network by using gray-level co-occurrence matrix-based features. ( 0,710880170330993 )
Comput Biol Chem - Robust classifying of prokaryotic genomes. ( 0,666941572170754 )
Spat Spatiotemporal Epidemiol - Bayesian tracking of emerging epidemics using ensemble optimal statistical interpolation. ( 0,66323316744474 )
Comput Methods Programs Biomed - A novel neural network approach to cDNA microarray image segmentation. ( 0,654279903237767 )
IEEE Trans Image Process - Sparse representations for range data restoration. ( 0,653811408838455 )
IEEE Trans Image Process - An efficient two-phase L(1)-TV method for restoring blurred images with impulse noise. ( 0,638699575279117 )
Int J Comput Assist Radiol Surg - Optimum slicing of radical prostatectomy specimens for correlation between histopathology and medical images. ( 0,638384988752319 )
J Biomed Inform - Using a shallow linguistic kernel for drug-drug interaction extraction. ( 0,636327248948345 )
IEEE Trans Vis Comput Graph - Exploring the Spectrum of Dynamic Scheduling Algorithms for Scalable Distributed-Memory Ray Tracing. ( 0,631023195069601 )
Int J Neural Syst - Linear time relational prototype based learning. ( 0,62942661019699 )
Comput Math Methods Med - Three-dimensional simulation of scalp soft tissue expansion using finite element method. ( 0,628373826633609 )
J Chem Inf Model - Comparative analysis of QSAR models for predicting pK(a) of organic oxygen acids and nitrogen bases from molecular structure. ( 0,613527937631801 )
Comput Math Methods Med - Information analysis on neural tuning in dorsal premotor cortex for reaching and grasping. ( 0,612719237113284 )
IEEE Trans Image Process - A Kalman-filtering approach to high dynamic range imaging for measurement applications. ( 0,593396622573128 )
J Med Syst - Using data envelopment analysis to analyse the efficiency of primary care units. ( 0,588063402191164 )
IEEE Trans Image Process - A novel SURE-based criterion for parametric PSF estimation. ( 0,588060696804334 )
Methods Inf Med - Binding SNOMED CT terms to archetype elements. Establishing a baseline of results. ( 0,582365214423423 )
J Med Syst - Automated analysis of retinal vascular tortuosity on color retinal images. ( 0,579944381148248 )
IEEE Trans Image Process - Efficiently learning a detection cascade with sparse eigenvectors. ( 0,578140619004119 )
Comput Math Methods Med - Designing lead optimisation of MMP-12 inhibitors. ( 0,57627077257213 )
IEEE Trans Image Process - A computational model of the short-cut rule for 2D shape decomposition. ( 0,573223413418509 )
Comput Math Methods Med - An improved computer vision method for white blood cells detection. ( 0,567512127818164 )
IEEE Trans Image Process - Fast convolution method and its application in mask optimization for intensity calculation using basis expansion. ( 0,563797870272369 )
IEEE Trans Image Process - Topological well-composedness and glamorous glue: a digital gluing algorithm for topologically constrained front propagation. ( 0,56200280437636 )
IEEE Trans Image Process - Patch-based near-optimal image denoising. ( 0,560371493596582 )
IEEE Trans Image Process - CSMMI: Class-Specific Maximization of Mutual Information for Action and Gesture Recognition. ( 0,559068043824337 )
Brief. Bioinformatics - Alignment-free phylogenetics and population genetics. ( 0,557292529346051 )
Lifetime Data Anal - An omnibus CUSUM chart for monitoring time to event data. ( 0,557284108068457 )
Comput Biol Chem - Computational intelligence techniques in bioinformatics. ( 0,553553167251788 )
IEEE Trans Image Process - Image fusion with guided filtering. ( 0,553245857298548 )
Neural Comput - Online learning of single- and multivalued functions with an infinite mixture of linear experts. ( 0,552878632259574 )
IEEE Trans Image Process - Nonuniform directional filter banks with arbitrary frequency partitioning. ( 0,551759650548097 )
IEEE Trans Vis Comput Graph - Importance Driven Environment Map Sampling. ( 0,547722557505166 )
Comput. Biol. Med. - Methods of forward feature selection based on the aggregation of classifiers generated by single attribute. ( 0,545137487166867 )
IEEE Trans Vis Comput Graph - Interactive Shape Interpolation through Controllable Dynamic Deformation. ( 0,543422441126614 )
Int J Neural Syst - Unorganized machines for seasonal streamflow series forecasting. ( 0,541203860785394 )
IEEE Trans Image Process - Computational perceptual features for texture representation and retrieval. ( 0,538939496231079 )
Comput. Biol. Med. - A new automatic image analysis method for assessing estrogen receptors' status in breast tissue specimens. ( 0,537888943764677 )
J Biomed Inform - Probabilistic techniques for obtaining accurate patient counts in Clinical Data Warehouses. ( 0,537339066097508 )
IEEE Trans Image Process - LLSURE: local linear SURE-based edge-preserving image filtering. ( 0,535437256225294 )
IEEE Trans Image Process - A Gaussian process guided particle filter for tracking 3D human pose in video. ( 0,534319996334486 )
IEEE Trans Image Process - Sparse Poisson noisy image deblurring. ( 0,532542047981152 )
J. Comput. Biol. - Determining a singleton attractor of a boolean network with nested canalyzing functions. ( 0,532049113619413 )
IEEE Trans Image Process - High-quality reflection separation using polarized images. ( 0,53193309337691 )
BMC Med Inform Decis Mak - Learning to improve medical decision making from imbalanced data without a priori cost. ( 0,529240869500935 )
IEEE Trans Image Process - Multilevel image thresholding based on 2D histogram and maximum Tsallis entropy--a differential evolution approach. ( 0,528271651757457 )
IEEE Trans Pattern Anal Mach Intell - A Histogram Transform for Probability Density Function Estimation. ( 0,524708726567649 )
Comput Biol Chem - Probabilistic model based error correction in a set of various mutant sequences analyzed by next-generation sequencing. ( 0,524706511924538 )
IEEE Trans Pattern Anal Mach Intell - Multi-Commodity Network Flow for Tracking Multiple People. ( 0,522404595580791 )
IEEE Trans Image Process - Image search reranking with query-dependent click-based relevance feedback. ( 0,521843355549773 )
J Chem Inf Model - CELLmicrocosmos 2.2 MembraneEditor: a modular interactive shape-based software approach to solve heterogeneous membrane packing problems. ( 0,521523500003056 )
IEEE Trans Image Process - New families of Fourier eigenfunctions for steerable filtering. ( 0,521472055297601 )
IEEE J Biomed Health Inform - On the Monte-Carlo expectation maximization for finding motifs in DNA sequences. ( 0,520826269222857 )
IEEE Trans Image Process - Accurate multiple view 3D reconstruction using patch-based stereo for large-scale scenes. ( 0,520650656713491 )
J Chem Inf Model - Combinatorial ? computational ? cheminformatics (C3) approach to characterization of congeneric libraries of organic pollutants. ( 0,520216029883745 )
IEEE Trans Image Process - Effective detection for linear up-sampling by factor of fraction. ( 0,520021205690472 )
IEEE Trans Image Process - Noise estimation from digital step-model signal. ( 0,516705250661484 )
IEEE Trans Pattern Anal Mach Intell - Automatic Generation of Co-Embeddings from Relational Data with Adaptive Shaping. ( 0,514703171584079 )
IEEE Trans Vis Comput Graph - Global Optimization of Centroidal Voronoi Tessellation with Monte Carlo Approach. ( 0,514580160426993 )
Int J Med Robot - Novel 3D hexapod computer-assisted orthopaedic surgery system for closed diaphyseal fracture reduction. ( 0,512864510882901 )
IEEE Trans Image Process - Variational viewpoint of the quadratic Markov measure field models: theory and algorithms. ( 0,511526104433832 )
J Med Syst - Diagnosis of several diseases by using combined kernels with Support Vector Machine. ( 0,510727202041987 )
Artif Intell Med - Detecting rare events using extreme value statistics applied to epileptic convulsions in children. ( 0,509303736470087 )
Comput Biol Chem - Computation of mutual information from Hidden Markov Models. ( 0,508304748104771 )
J Am Med Inform Assoc - Learning classification models with soft-label information. ( 0,504506050197918 )
IEEE Trans Image Process - Improvements on Fast space-variant elliptical filtering using box splines. ( 0,503116254556468 )
Med Biol Eng Comput - Selective laser sintering in biomedical engineering. ( 0,499905154334121 )
J Med Syst - Evaluation of the efficiency of biofield diagnostic system in breast cancer detection using clinical study results and classifiers. ( 0,498476188927348 )
IEEE Trans Image Process - Curvature interpolation method for image zooming. ( 0,496451175759109 )
IEEE J Biomed Health Inform - Microarray image denoising using complex Gaussian scale mixtures of complex wavelets. ( 0,495365196863274 )
IEEE Trans Image Process - Artifact removal for GLS map makers by means of post-processing. ( 0,494364496454953 )
IEEE Trans Image Process - Efficient estimation of reflectance parameters from imaging spectroscopy. ( 0,493805021998495 )
IEEE J Biomed Health Inform - A chance-constrained programming approach to preoperative planning of robotic cardiac surgery under task-level uncertainty. ( 0,493550986450487 )
Neural Comput - A neural framework for organization and flexible utilization of episodic memory in cumulatively learning baby humanoids. ( 0,49320451471532 )
AMIA Annu Symp Proc - Sample-efficient learning with auxiliary class-label information. ( 0,493089990195884 )
IEEE Trans Image Process - Design of low-complexity high-performance wavelet filters for image analysis. ( 0,492621570242941 )
Med Biol Eng Comput - Rapid automatic assessment of microvascular density in sidestream dark field images. ( 0,491896327846277 )
IEEE Trans Pattern Anal Mach Intell - Bi-polynomial Modeling of Low-frequency Reflectances. ( 0,491526016554902 )
Comput Methods Programs Biomed - Auto-adaptive robot-aided therapy using machine learning techniques. ( 0,49114799557274 )
Wiley Interdiscip Rev Syst Biol Med - Live cell imaging and systems biology. ( 0,490846780692511 )
Comput Math Methods Med - Dimensionality reduction by supervised neighbor embedding using laplacian search. ( 0,490097090958858 )
J Chem Inf Model - Pocket-space maps to identify novel binding-site conformations in proteins. ( 0,490059498795307 )
Int J Comput Assist Radiol Surg - Atlas-based fiber reconstruction from diffusion tensor MRI data. ( 0,489870667590525 )
IEEE Trans Image Process - Image sequence interpolation based on optical flow, segmentation, and optimal control. ( 0,489412094303374 )
Int J Neural Syst - Bregman divergences for growing hierarchical self-organizing networks. ( 0,488553918730419 )
Comput. Biol. Med. - Revealing pharmacodynamics of medicinal plants using in silico approach: a case study with wet lab validation. ( 0,485924281047115 )
J Chem Inf Model - Assessment of machine learning reliability methods for quantifying the applicability domain of QSAR regression models. ( 0,484251217861171 )
Int J Med Robot - Robotic retroperitoneal approach - a new technique for the upper urinary tract and adrenal gland. ( 0,48412569064632 )
Int J Med Robot - An actuated force feedback-enabled laparoscopic instrument for robotic-assisted surgery. ( 0,482526474700958 )
Comput Math Methods Med - An improved FCM medical image segmentation algorithm based on MMTD. ( 0,482402924199714 )
J Chem Inf Model - New benchmark for chemical nomenclature software. ( 0,479855727591758 )
Comput Math Methods Med - Correlation kernels for support vector machines classification with applications in cancer data. ( 0,478928399237349 )
IEEE Trans Image Process - Gaussian Copula multivariate modeling for texture image retrieval using wavelet transforms. ( 0,477292055371524 )
Comput. Biol. Med. - Estimation of the breast skin-line in mammograms using multidirectional Gabor filters. ( 0,477278498537636 )
IEEE Trans Image Process - Rotation-invariant image and video description with local binary pattern features. ( 0,476687693417271 )
Artif Intell Med - A preclustering-based ensemble learning technique for acute appendicitis diagnoses. ( 0,475821937393755 )
Int J Neural Syst - Novel consensus approaches to the reliable ranking of features for seabed imagery classification. ( 0,474820272635408 )
IEEE J Biomed Health Inform - A Method for Context-Based Adaptive QRS Clustering in Real Time. ( 0,474805552949358 )
IEEE Trans Image Process - Spline-based deforming ellipsoids for interactive 3D bioimage segmentation. ( 0,474704708577015 )