IEEE Trans Image Process - Texture classification using dominant neighborhood structure.

Tópicos

{ featur(1941) imag(1645) propos(1176) }
{ featur(3375) classif(2383) classifi(1994) }
{ structur(1116) can(940) graph(676) }
{ imag(1057) registr(996) error(939) }
{ motion(1329) object(1292) video(1091) }
{ method(1219) similar(1157) match(930) }
{ cost(1906) reduc(1198) effect(832) }
{ spatial(1525) area(1432) region(1030) }
{ signal(2180) analysi(812) frequenc(800) }
{ method(1969) cluster(1462) data(1082) }
{ imag(2830) propos(1344) filter(1198) }
{ imag(2675) segment(2577) method(1081) }
{ perform(999) metric(946) measur(919) }
{ data(1737) use(1416) pattern(1282) }
{ inform(2794) health(2639) internet(1427) }
{ treatment(1704) effect(941) patient(846) }
{ framework(1458) process(801) describ(734) }
{ concept(1167) ontolog(924) domain(897) }
{ algorithm(1844) comput(1787) effici(935) }
{ search(2224) databas(1162) retriev(909) }
{ case(1353) use(1143) diagnosi(1136) }
{ perform(1367) use(1326) method(1137) }
{ state(1844) use(1261) util(961) }
{ group(2977) signific(1463) compar(1072) }
{ gene(2352) biolog(1181) express(1162) }
{ activ(1452) weight(1219) physic(1104) }
{ model(3404) distribut(989) bayesian(671) }
{ can(774) often(719) complex(702) }
{ imag(1947) propos(1133) code(1026) }
{ system(1976) rule(880) can(841) }
{ measur(2081) correl(1212) valu(896) }
{ bind(1733) structur(1185) ligand(1036) }
{ sequenc(1873) structur(1644) protein(1328) }
{ network(2748) neural(1063) input(814) }
{ patient(2315) diseas(1263) diabet(1191) }
{ take(945) account(800) differ(722) }
{ studi(2440) review(1878) systemat(933) }
{ assess(1506) score(1403) qualiti(1306) }
{ surgeri(1148) surgic(1085) robot(1054) }
{ problem(2511) optim(1539) algorithm(950) }
{ error(1145) method(1030) estim(1020) }
{ chang(1828) time(1643) increas(1301) }
{ learn(2355) train(1041) set(1003) }
{ clinic(1479) use(1117) guidelin(835) }
{ extract(1171) text(1153) clinic(932) }
{ method(1557) propos(1049) approach(1037) }
{ 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) }
{ howev(809) still(633) remain(590) }
{ data(3963) clinic(1234) research(1004) }
{ studi(1410) differ(1259) use(1210) }
{ risk(3053) factor(974) diseas(938) }
{ research(1085) discuss(1038) issu(1018) }
{ 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) }
{ studi(1119) effect(1106) posit(819) }
{ blood(1257) pressur(1144) flow(957) }
{ record(1888) medic(1808) patient(1693) }
{ health(3367) inform(1360) care(1135) }
{ model(3480) simul(1196) paramet(876) }
{ monitor(1329) mobil(1314) devic(1160) }
{ ehr(2073) health(1662) electron(1139) }
{ research(1218) medic(880) student(794) }
{ patient(2837) hospit(1953) medic(668) }
{ model(2656) set(1616) predict(1553) }
{ data(2317) use(1299) case(1017) }
{ age(1611) year(1155) adult(843) }
{ medic(1828) order(1363) alert(1069) }
{ sampl(1606) size(1419) use(1276) }
{ data(3008) multipl(1320) sourc(1022) }
{ 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) }
{ can(981) present(881) function(850) }
{ analysi(2126) use(1163) compon(1037) }
{ health(1844) social(1437) communiti(874) }
{ 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) }
{ process(1125) use(805) approach(778) }
{ method(2212) result(1239) propos(1039) }
{ detect(2391) sensit(1101) algorithm(908) }

Resumo

This paper proposes a new approach to extract global image features for the purpose of texture classification. The proposed texture features are obtained by generating an estimated global map representing the measured intensity similarity between any given image pixel and its surrounding neighbors within a certain window. The intensity similarity map is an average representation of the texture-image dominant neighborhood similarity. The estimated dominant neighborhood similarity is robust to noise and referred to as image dominant neighborhood structure. The global rotation-invariant features are then extracted from the generated image dominant neighborhood structure. Features obtained from the local binary patterns (LBPs) are then extracted in order to supply additional local texture features to the generated features from the dominant neighborhood structure. Both features complement each other. The experimental results on representative texture databases show that the proposed method is robust to noise and can achieve significant improvement in terms of the obtained classification accuracy in comparison to the LBP method. In addition, the method classification accuracy is comparable to the two recent LBP extensions: dominant LBP and completed LBP.

Resumo Limpo

paper propos new approach extract global imag featur purpos textur classif propos textur featur obtain generat estim global map repres measur intens similar given imag pixel surround neighbor within certain window intens similar map averag represent textureimag domin neighborhood similar estim domin neighborhood similar robust nois refer imag domin neighborhood structur global rotationinvari featur extract generat imag domin neighborhood structur featur obtain local binari pattern lbps extract order suppli addit local textur featur generat featur domin neighborhood structur featur complement experiment result repres textur databas show propos method robust nois can achiev signific improv term obtain classif accuraci comparison lbp method addit method classif accuraci compar two recent lbp extens domin lbp complet lbp

Resumos Similares

IEEE Trans Image Process - Image classification via object-aware holistic superpixel selection. ( 0,787213231591196 )
Comput Methods Programs Biomed - Texture and color based image segmentation and pathology detection in capsule endoscopy videos. ( 0,774010553695251 )
Comput. Biol. Med. - Bispectral analysis and genetic algorithm for congestive heart failure recognition based on heart rate variability. ( 0,766681505197381 )
IEEE Trans Image Process - Geodesic invariant feature: a local descriptor in depth. ( 0,754917993208923 )
IEEE Trans Image Process - Vehicle detection in aerial surveillance using dynamic Bayesian networks. ( 0,740780886846382 )
IEEE Trans Pattern Anal Mach Intell - Iris Matching Based on Personalized Weight Map. ( 0,736504667308019 )
IEEE Trans Image Process - Learning the spherical harmonic features for 3-D face recognition. ( 0,724329349999242 )
Med Biol Eng Comput - Object-shape recognition and 3D reconstruction from tactile sensor images. ( 0,720292342707573 )
IEEE Trans Pattern Anal Mach Intell - Pose and Expression Independent Facial Landmark Localization Using Dense-SURF and the Hausdorff Distance. ( 0,715408783738338 )
IEEE Trans Pattern Anal Mach Intell - Spatially-Constrained Similarity Measure for Large-Scale Object Retrieval. ( 0,712861313561002 )
J Med Syst - Comparison of several texture features for tumor detection in CE images. ( 0,711295750245 )
IEEE Trans Image Process - Maximum Margin Correlation Filter: a new approach for localization and classification. ( 0,710774643859529 )
IEEE Trans Image Process - Maximum margin projection subspace learning for visual data analysis. ( 0,708766447011961 )
IEEE Trans Image Process - Anisotropic morphological filters with spatially-variant structuring elements based on image-dependent gradient fields. ( 0,70676850060489 )
Comput Math Methods Med - Extraction of prostatic lumina and automated recognition for prostatic calculus image using PCA-SVM. ( 0,706087372507783 )
IEEE Trans Image Process - Scene-oriented hierarchical classification of blurry and noisy images. ( 0,704214213410584 )
IEEE Trans Image Process - Wavelet domain multifractal analysis for static and dynamic texture classification. ( 0,701086427262467 )
Comput Methods Programs Biomed - Capsule endoscopy image analysis using texture information from various colour models. ( 0,700035103600881 )
IEEE Trans Pattern Anal Mach Intell - 3D Face Discriminant Analysis Using Gauss-Markov Posterior Marginals. ( 0,69928379171175 )
IEEE Trans Image Process - Robust face representation using hybrid spatial feature interdependence matrix. ( 0,698327620520982 )
Comput Methods Programs Biomed - Texture and moments-based classification of the acrosome integrity of boar spermatozoa images. ( 0,689059110887267 )
IEEE Trans Image Process - Local color vector binary patterns from multichannel face images for face recognition. ( 0,688911519200866 )
IEEE Trans Pattern Anal Mach Intell - Iris Image Classification Based on Hierarchical Visual Codebook. ( 0,688865901018605 )
Comput Methods Programs Biomed - MammoSys: A content-based image retrieval system using breast density patterns. ( 0,687377089101451 )
IEEE Trans Image Process - Salient region detection by fusing bottom-up and top-down features extracted from a single image. ( 0,681447792411758 )
IEEE Trans Image Process - K-NN regression to improve statistical feature extraction for texture retrieval. ( 0,679249570551975 )
IEEE Trans Image Process - Discovering discriminative graphlets for aerial image categories recognition. ( 0,678835964501454 )
Int J Neural Syst - Assessment of feature selection and classification approaches to enhance information from overnight oximetry in the context of apnea diagnosis. ( 0,677777144114298 )
IEEE Trans Image Process - Face recognition system using multiple face model of hybrid Fourier feature under uncontrolled illumination variation. ( 0,675626633747674 )
IEEE Trans Neural Netw Learn Syst - Nonlinear Topological Component Analysis: Application to Age-Invariant Face Recognition. ( 0,675587542074869 )
IEEE Trans Image Process - Color constancy using 3D scene geometry derived from a single image. ( 0,674954756303104 )
IEEE Trans Image Process - Color texture classification using shortest paths in graphs. ( 0,671846881701777 )
Comput Methods Programs Biomed - Conditional mutual information-based feature selection for congestive heart failure recognition using heart rate variability. ( 0,670024150433618 )
IEEE Trans Image Process - Completed local binary count for rotation invariant texture classification. ( 0,669094324753576 )
Comput Methods Programs Biomed - Automated classification of patients with coronary artery disease using grayscale features from left ventricle echocardiographic images. ( 0,667992648147331 )
IEEE Trans Image Process - Common feature discriminant analysis for matching infrared face images to optical face images. ( 0,667710740739531 )
IEEE Trans Image Process - Bayesian texture classification based on contourlet transform and BYY harmony learning of Poisson mixtures. ( 0,666658962165119 )
IEEE J Biomed Health Inform - Local object patterns for the representation and classification of colon tissue images. ( 0,664148847830126 )
IEEE Trans Pattern Anal Mach Intell - Transform-Invariant PCA: A Unified Approach to Fully Automatic Face Alignment, Representation, and Recognition. ( 0,66230423225833 )
IEEE Trans Image Process - Scale-invariant features for 3-D mesh models. ( 0,660799840829376 )
IEEE Trans Image Process - Estimation of sunlight direction using 3D object models. ( 0,660159763627481 )
IEEE Trans Image Process - A novel local pattern descriptor--local vector pattern in high-order derivative space for face recognition. ( 0,659803879141197 )
IEEE Trans Image Process - Image clustering using local discriminant models and global integration. ( 0,657526362013586 )
IEEE Trans Pattern Anal Mach Intell - Local Difference Binary for Ultra-fast and Distinctive Feature Description. ( 0,65739297768825 )
IEEE Trans Image Process - Representing and retrieving video shots in human-centric brain imaging space. ( 0,657375033274445 )
IEEE Trans Pattern Anal Mach Intell - Learning Hybrid Image Templates (HIT) by Information Projection. ( 0,656606953236761 )
Comput Math Methods Med - A machine learning approach for specification of spinal cord injuries using fractional anisotropy values obtained from diffusion tensor images. ( 0,656181157124972 )
Comput. Biol. Med. - Texture feature extraction based on a uniformity estimation method for local brightness and structure in chest CT images. ( 0,655891026357041 )
IEEE Trans Image Process - Contextual object localization with multiple kernel nearest neighbor. ( 0,655857983321326 )
IEEE Trans Image Process - Scale- and rotation-invariant local binary pattern using scale-adaptive texton and subuniform-based circular shift. ( 0,655591892916657 )
IEEE Trans Pattern Anal Mach Intell - Pose-Robust Recognition of Low-Resolution Face Images. ( 0,654952913579905 )
IEEE Trans Image Process - Face recognition by exploring information jointly in space, scale and orientation. ( 0,654407168436238 )
IEEE Trans Image Process - Edge-SIFT: discriminative binary descriptor for scalable partial-duplicate mobile search. ( 0,654354071267303 )
IEEE Trans Image Process - HSOG: a novel local image descriptor based on histograms of the second-order gradients. ( 0,653794236032879 )
IEEE Trans Image Process - Ordinal feature selection for iris and palmprint recognition. ( 0,65305500245916 )
Comput Methods Programs Biomed - Operator functional state classification using least-square support vector machine based recursive feature elimination technique. ( 0,650392991581135 )
IEEE Trans Image Process - Boosting color feature selection for color face recognition. ( 0,650098242373693 )
IEEE Trans Image Process - Subspace-based discrete transform encoded local binary patterns representations for robust periocular matching on NIST's face recognition grand challenge. ( 0,648146632552727 )
IEEE Trans Image Process - Rigid-motion-invariant classification of 3-D textures. ( 0,647588614988447 )
IEEE Trans Image Process - Coupled binary embedding for large-scale image retrieval. ( 0,647265180629949 )
IEEE Trans Image Process - A co-saliency model of image pairs. ( 0,645579965703454 )
IEEE Trans Neural Netw Learn Syst - Learning a Probabilistic Topology Discovering Model for Scene Categorization. ( 0,644870683433357 )
IEEE Trans Image Process - Coupled bias-variance tradeoff for cross-pose face recognition. ( 0,643136304424119 )
IEEE Trans Pattern Anal Mach Intell - Silhouette Segmentation in Multiple Views. ( 0,642604992565875 )
Neural Comput - Invariant object recognition and pose estimation with slow feature analysis. ( 0,641640787536318 )
IEEE Trans Pattern Anal Mach Intell - LDAHash: Improved Matching with Smaller Descriptors. ( 0,638666708619902 )
IEEE J Biomed Health Inform - Recognizing common CT imaging signs of lung diseases through a new feature selection method based on Fisher criterion and genetic optimization. ( 0,638614919519342 )
IEEE Trans Image Process - Shape vocabulary: a robust and efficient shape representation for shape matching. ( 0,638356547608535 )
IEEE Trans Image Process - Multilinear supervised neighborhood embedding of a local descriptor tensor for scene/object recognition. ( 0,63669881685077 )
IEEE Trans Image Process - Sparse color interest points for image retrieval and object categorization. ( 0,636658774478224 )
IEEE Trans Pattern Anal Mach Intell - Multi-View Face Detection and Registration Requiring Minimal Manual Intervention. ( 0,635591709897143 )
IEEE Trans Image Process - A feature-based learning framework for accurate prostate localization in CT images. ( 0,635217654390774 )
IEEE Trans Image Process - Fusing local patterns of Gabor magnitude and phase for face recognition. ( 0,634734818415847 )
Comput. Biol. Med. - A new feature extraction framework based on wavelets for breast cancer diagnosis. ( 0,633931731872929 )
IEEE Trans Pattern Anal Mach Intell - Statistical 3D Shape Analysis by Local Generative Descriptors. ( 0,632941209108622 )
IEEE Trans Image Process - Image editing with spatiograms transfer. ( 0,632713835304414 )
IEEE Trans Image Process - Enhanced local texture feature sets for face recognition under difficult lighting conditions. ( 0,629874829077853 )
IEEE Trans Pattern Anal Mach Intell - Local Pyramidal Descriptors for Image Recognition. ( 0,629568910247683 )
IEEE Trans Image Process - Human gait recognition using patch distribution feature and locality-constrained group sparse representation. ( 0,629436529234094 )
IEEE Trans Image Process - Color local texture features for color face recognition. ( 0,629263665675179 )
IEEE Trans Image Process - Pose-invariant face recognition using Markov random fields. ( 0,62771856210391 )
Med Biol Eng Comput - Quantitative color analysis for capillaroscopy image segmentation. ( 0,627495096488314 )
IEEE Trans Pattern Anal Mach Intell - Intensity-Based Image Registration by Nonparametric Local Smoothing. ( 0,627072202592557 )
IEEE Trans Pattern Anal Mach Intell - CENTRIST: A Visual Descriptor for Scene Categorization. ( 0,625819507843641 )
IEEE Trans Image Process - Adaptive color feature extraction based on image color distributions. ( 0,625656612125847 )
IEEE Trans Image Process - PDE-based enhancement of color images in RGB space. ( 0,624509964472764 )
IEEE Trans Image Process - Illumination compensation using oriented local histogram equalization and its application to face recognition. ( 0,622758039269373 )
IEEE Trans Image Process - Accurate moving cast shadow suppression based on local color constancy detection. ( 0,622658747834517 )
IEEE Trans Image Process - Scale- and affine-invariant fan feature. ( 0,622053249585151 )
IEEE Trans Image Process - Local energy pattern for texture classification using self-adaptive quantization thresholds. ( 0,620497239434969 )
IEEE Trans Image Process - Discovering thematic objects in image collections and videos. ( 0,619233607646 )
IEEE Trans Image Process - Scale-invariant features and polar descriptors in omnidirectional imaging. ( 0,618638857581298 )
Med Biol Eng Comput - An endotracheal intubation confirmation system based on carina image detection: a proof of concept. ( 0,617753234205948 )
IEEE Trans Image Process - Weighted color and texture sample selection for image matting. ( 0,617509366001634 )
IEEE Trans Image Process - Low-resolution face tracker robust to illumination variations. ( 0,617002751001588 )
IEEE Trans Pattern Anal Mach Intell - Effective Unconstrained Face Recognition by Combining Multiple Descriptors and Learned Background Statistics. ( 0,616016928149108 )
IEEE Trans Image Process - USB: ultrashort binary descriptor for fast visual matching and retrieval. ( 0,615861272663684 )
IEEE Trans Image Process - Hierarchical colorant-based direct binary search halftoning. ( 0,615439525342697 )
IEEE Trans Image Process - Normalization of face illumination based on large-and small-scale features. ( 0,615081215790513 )
IEEE Trans Image Process - A completed modeling of local binary pattern operator for texture classification. ( 0,614602396373406 )