IEEE Trans Image Process - Enhanced patterns of oriented edge magnitudes for face recognition and image matching.

Tópicos

{ featur(1941) imag(1645) propos(1176) }
{ algorithm(1844) comput(1787) effici(935) }
{ imag(2675) segment(2577) method(1081) }
{ method(984) reconstruct(947) comput(926) }
{ perform(1367) use(1326) method(1137) }
{ motion(1329) object(1292) video(1091) }
{ treatment(1704) effect(941) patient(846) }
{ problem(2511) optim(1539) algorithm(950) }
{ can(981) present(881) function(850) }
{ high(1669) rate(1365) level(1280) }
{ estim(2440) model(1874) function(577) }
{ imag(2830) propos(1344) filter(1198) }
{ chang(1828) time(1643) increas(1301) }
{ model(2220) cell(1177) simul(1124) }
{ model(2341) predict(2261) use(1141) }
{ structur(1116) can(940) graph(676) }
{ activ(1452) weight(1219) physic(1104) }
{ model(3404) distribut(989) bayesian(671) }
{ system(1976) rule(880) can(841) }
{ measur(2081) correl(1212) valu(896) }
{ method(1219) similar(1157) match(930) }
{ studi(2440) review(1878) systemat(933) }
{ design(1359) user(1324) use(1319) }
{ control(1307) perform(991) simul(935) }
{ case(1353) use(1143) diagnosi(1136) }
{ visual(1396) interact(850) tool(830) }
{ ehr(2073) health(1662) electron(1139) }
{ model(2656) set(1616) predict(1553) }
{ group(2977) signific(1463) compar(1072) }
{ use(2086) technolog(871) perceiv(783) }
{ analysi(2126) use(1163) compon(1037) }
{ decis(3086) make(1611) patient(1517) }
{ method(2212) result(1239) propos(1039) }
{ can(774) often(719) complex(702) }
{ imag(1947) propos(1133) code(1026) }
{ data(1737) use(1416) pattern(1282) }
{ inform(2794) health(2639) internet(1427) }
{ imag(1057) registr(996) error(939) }
{ bind(1733) structur(1185) ligand(1036) }
{ sequenc(1873) structur(1644) protein(1328) }
{ featur(3375) classif(2383) classifi(1994) }
{ network(2748) neural(1063) input(814) }
{ patient(2315) diseas(1263) diabet(1191) }
{ take(945) account(800) differ(722) }
{ assess(1506) score(1403) qualiti(1306) }
{ surgeri(1148) surgic(1085) robot(1054) }
{ framework(1458) process(801) describ(734) }
{ error(1145) method(1030) estim(1020) }
{ learn(2355) train(1041) set(1003) }
{ concept(1167) ontolog(924) domain(897) }
{ clinic(1479) use(1117) guidelin(835) }
{ extract(1171) text(1153) clinic(932) }
{ method(1557) propos(1049) approach(1037) }
{ data(1714) softwar(1251) tool(1186) }
{ care(1570) inform(1187) nurs(1089) }
{ general(901) number(790) one(736) }
{ search(2224) databas(1162) retriev(909) }
{ 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) }
{ research(1085) discuss(1038) issu(1018) }
{ system(1050) medic(1026) inform(1018) }
{ import(1318) role(1303) understand(862) }
{ 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) }
{ model(3480) simul(1196) paramet(876) }
{ monitor(1329) mobil(1314) devic(1160) }
{ state(1844) use(1261) util(961) }
{ research(1218) medic(880) student(794) }
{ patient(2837) hospit(1953) medic(668) }
{ data(2317) use(1299) case(1017) }
{ age(1611) year(1155) adult(843) }
{ medic(1828) order(1363) alert(1069) }
{ signal(2180) analysi(812) frequenc(800) }
{ cost(1906) reduc(1198) effect(832) }
{ sampl(1606) size(1419) use(1276) }
{ gene(2352) biolog(1181) express(1162) }
{ 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) }
{ health(1844) social(1437) communiti(874) }
{ 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) }
{ process(1125) use(805) approach(778) }
{ method(1969) cluster(1462) data(1082) }
{ detect(2391) sensit(1101) algorithm(908) }

Resumo

A good feature descriptor is desired to be discriminative, robust, and computationally inexpensive in both terms of time and storage requirement. In the domain of face recognition, these properties allow the system to quickly deliver high recognition results to the end user. Motivated by the recent feature descriptor called Patterns of Oriented Edge Magnitudes (POEM), which balances the three concerns, this paper aims at enhancing its performance with respect to all these criteria. To this end, we first optimize the parameters of POEM and then apply the whitened principal-component-analysis dimensionality reduction technique to get a more compact, robust, and discriminative descriptor. For face recognition, the efficiency of our algorithm is proved by strong results obtained on both constrained (Face Recognition Technology, FERET) and unconstrained (Labeled Faces in the Wild, LFW) data sets in addition with the low complexity. Impressively, our algorithm is about 30 times faster than those based on Gabor filters. Furthermore, by proposing an additional technique that makes our descriptor robust to rotation, we validate its efficiency for the task of image matching.

Resumo Limpo

good featur descriptor desir discrimin robust comput inexpens term time storag requir domain face recognit properti allow system quick deliv high recognit result end user motiv recent featur descriptor call pattern orient edg magnitud poem balanc three concern paper aim enhanc perform respect criteria end first optim paramet poem appli whiten principalcomponentanalysi dimension reduct techniqu get compact robust discrimin descriptor face recognit effici algorithm prove strong result obtain constrain face recognit technolog feret unconstrain label face wild lfw data set addit low complex impress algorithm time faster base gabor filter furthermor propos addit techniqu make descriptor robust rotat valid effici task imag match

Resumos Similares

IEEE Trans Image Process - Fast computation of rotation-invariant image features by an approximate radial gradient transform. ( 0,845157929464015 )
IEEE Trans Pattern Anal Mach Intell - Local Difference Binary for Ultra-fast and Distinctive Feature Description. ( 0,841884684037181 )
IEEE Trans Image Process - PDE-based enhancement of color images in RGB space. ( 0,820038400006555 )
Comput. Biol. Med. - Texture feature extraction based on a uniformity estimation method for local brightness and structure in chest CT images. ( 0,814560584583411 )
IEEE Trans Image Process - Scale-invariant features and polar descriptors in omnidirectional imaging. ( 0,809776214073771 )
IEEE Trans Image Process - Shape vocabulary: a robust and efficient shape representation for shape matching. ( 0,809604047159909 )
IEEE Trans Image Process - Illumination compensation using oriented local histogram equalization and its application to face recognition. ( 0,808741175174405 )
Comput Math Methods Med - Membership-degree preserving discriminant analysis with applications to face recognition. ( 0,806933136264554 )
IEEE Trans Vis Comput Graph - Learning Optimized Local Difference Binaries for Scalable Augmented Reality on Mobile Devices. ( 0,802845593602956 )
Comput. Biol. Med. - Melanomas non-invasive diagnosis application based on the ABCD rule and pattern recognition image processing algorithms. ( 0,801720126179338 )
IEEE Trans Image Process - Extracting multiple features in the CID color space for face recognition. ( 0,796158222238942 )
IEEE Trans Image Process - Edge-SIFT: discriminative binary descriptor for scalable partial-duplicate mobile search. ( 0,794974156265818 )
IEEE Trans Image Process - HSOG: a novel local image descriptor based on histograms of the second-order gradients. ( 0,793191703747175 )
IEEE Trans Pattern Anal Mach Intell - Retrieval-based Face Annotation by Weak Label Regularized Local Coordinate Coding. ( 0,789526660371786 )
IEEE Trans Image Process - A novel local pattern descriptor--local vector pattern in high-order derivative space for face recognition. ( 0,780178086727984 )
IEEE Trans Image Process - USB: ultrashort binary descriptor for fast visual matching and retrieval. ( 0,774617704010191 )
J Med Syst - Matching of a huge set of MR images with a parallel processing model. ( 0,773880573225737 )
IEEE Trans Image Process - Face recognition using ensemble string matching. ( 0,773552751231064 )
IEEE Trans Image Process - Subspace-based discrete transform encoded local binary patterns representations for robust periocular matching on NIST's face recognition grand challenge. ( 0,773343888021938 )
IEEE Trans Image Process - Angular pattern and binary angular pattern for shape retrieval. ( 0,77154190389092 )
IEEE Trans Image Process - Robust face representation using hybrid spatial feature interdependence matrix. ( 0,770933101559934 )
IEEE Trans Image Process - Coupled binary embedding for large-scale image retrieval. ( 0,770227337120773 )
IEEE Trans Image Process - Normalization of face illumination based on large-and small-scale features. ( 0,770148871057365 )
IEEE Trans Image Process - Multilinear supervised neighborhood embedding of a local descriptor tensor for scene/object recognition. ( 0,770032424121419 )
IEEE Trans Image Process - Fast localization of the optic disc using projection of image features. ( 0,768996855723038 )
IEEE Trans Image Process - Nonlocal Mumford-Shah regularizers for color image restoration. ( 0,76645363812629 )
IEEE Trans Image Process - Color local texture features for color face recognition. ( 0,766111982049542 )
J Med Syst - Comparison of several texture features for tumor detection in CE images. ( 0,766078377015125 )
IEEE Trans Image Process - Combining LBP difference and feature correlation for texture description. ( 0,765221167149069 )
IEEE Trans Image Process - Image editing with spatiograms transfer. ( 0,765118809760271 )
IEEE Trans Pattern Anal Mach Intell - LDAHash: Improved Matching with Smaller Descriptors. ( 0,763541077950653 )
IEEE Trans Pattern Anal Mach Intell - Pose and Expression Independent Facial Landmark Localization Using Dense-SURF and the Hausdorff Distance. ( 0,763226285238241 )
IEEE Trans Image Process - A feature-based learning framework for accurate prostate localization in CT images. ( 0,763071117965383 )
IEEE Trans Image Process - Extracting dominant textures in real time with multi-scale hue-saturation-intensity histograms. ( 0,761217882591928 )
IEEE Trans Image Process - Local directional number pattern for face analysis: face and expression recognition. ( 0,760846151097139 )
IEEE Trans Image Process - Local color vector binary patterns from multichannel face images for face recognition. ( 0,758196290175755 )
IEEE Trans Image Process - Image clustering using local discriminant models and global integration. ( 0,755799433004289 )
IEEE Trans Image Process - Scale- and affine-invariant fan feature. ( 0,755227553703513 )
IEEE Trans Pattern Anal Mach Intell - Learning Discriminant Face Descriptor. ( 0,754892639893741 )
Med Biol Eng Comput - Quantitative color analysis for capillaroscopy image segmentation. ( 0,753900121734163 )
IEEE Trans Image Process - Scale-invariant features for 3-D mesh models. ( 0,753412423473401 )
IEEE Trans Pattern Anal Mach Intell - Local Pyramidal Descriptors for Image Recognition. ( 0,753173346835951 )
IEEE Trans Vis Comput Graph - Lagrangian Texture Advection: Preserving both Spectrum and Velocity Field. ( 0,752187375672311 )
Artif Intell Med - Scattering features for lung cancer detection in fibered confocal fluorescence microscopy images. ( 0,751326692069381 )
IEEE Trans Image Process - Flip-invariant SIFT for copy and object detection. ( 0,75118418669936 )
IEEE Trans Image Process - Common feature discriminant analysis for matching infrared face images to optical face images. ( 0,751132878212428 )
IEEE Trans Image Process - Wavelet domain multifractal analysis for static and dynamic texture classification. ( 0,748754258725674 )
IEEE J Biomed Health Inform - Local object patterns for the representation and classification of colon tissue images. ( 0,747846808092656 )
IEEE Trans Vis Comput Graph - Importance-driven Accessory Lights Design for Enhancing Local Shapes. ( 0,74740897561791 )
IEEE Trans Image Process - Face recognition by exploring information jointly in space, scale and orientation. ( 0,746403301448217 )
Comput Methods Programs Biomed - Conditional mutual information-based feature selection for congestive heart failure recognition using heart rate variability. ( 0,745360842588757 )
IEEE Trans Image Process - Enhanced local texture feature sets for face recognition under difficult lighting conditions. ( 0,744271000872043 )
IEEE Trans Image Process - Color texture classification using shortest paths in graphs. ( 0,743883597000914 )
IEEE Trans Image Process - Very low resolution face recognition problem. ( 0,743672935095162 )
IEEE Trans Pattern Anal Mach Intell - Statistical 3D Shape Analysis by Local Generative Descriptors. ( 0,743389437630613 )
IEEE Trans Image Process - Receptive fields selection for binary feature description. ( 0,742896125011338 )
IEEE Trans Image Process - Fusing local patterns of Gabor magnitude and phase for face recognition. ( 0,741547760060332 )
IEEE Trans Image Process - Tensor discriminant color space for face recognition. ( 0,7401575725867 )
IEEE Trans Pattern Anal Mach Intell - Scalable Face Image Retrieval with Identity-Based Quantization and Multireference Reranking. ( 0,739119220419634 )
IEEE Trans Image Process - Scale- and rotation-invariant local binary pattern using scale-adaptive texton and subuniform-based circular shift. ( 0,737744912796397 )
IEEE Trans Image Process - On optimal dynamic sequential search for matching in real-time machine vision. ( 0,73719198264862 )
IEEE Trans Image Process - Global propagation of affine invariant features for robust matching. ( 0,734358802488415 )
IEEE Trans Pattern Anal Mach Intell - Learning Hybrid Image Templates (HIT) by Information Projection. ( 0,731215616286915 )
IEEE Trans Image Process - Adaptive color feature extraction based on image color distributions. ( 0,729423056117947 )
IEEE Trans Image Process - Large-margin Learning of Compact Binary Image Encodings. ( 0,729192621146108 )
IEEE Trans Pattern Anal Mach Intell - Iris Matching Based on Personalized Weight Map. ( 0,72879665696639 )
IEEE Trans Image Process - Multiscale distance matrix for fast plant leaf recognition. ( 0,726480170222178 )
IEEE Trans Image Process - Weighted color and texture sample selection for image matting. ( 0,726446471735458 )
IEEE Trans Pattern Anal Mach Intell - Intensity-Based Image Registration by Nonparametric Local Smoothing. ( 0,725049491675283 )
IEEE Trans Image Process - Learning templates for artistic portrait lighting analysis. ( 0,724986929125141 )
IEEE Trans Pattern Anal Mach Intell - CENTRIST: A Visual Descriptor for Scene Categorization. ( 0,724701614808838 )
IEEE Trans Image Process - Semantic pyramids for gender and action recognition. ( 0,724144153802477 )
IEEE Trans Image Process - Face recognition system using multiple face model of hybrid Fourier feature under uncontrolled illumination variation. ( 0,723570534691992 )
IEEE Trans Image Process - Multilayer surface albedo for face recognition with reference images in bad lighting conditions. ( 0,722812461406339 )
Med Biol Eng Comput - Object-shape recognition and 3D reconstruction from tactile sensor images. ( 0,722340746667729 )
IEEE Trans Image Process - Nonnegative local coordinate factorization for image representation. ( 0,721216385782524 )
IEEE Trans Image Process - Discovering discriminative graphlets for aerial image categories recognition. ( 0,720643216105627 )
IEEE Trans Pattern Anal Mach Intell - What Makes a Photograph Memorable? ( 0,718984778403011 )
IEEE Trans Image Process - K-NN regression to improve statistical feature extraction for texture retrieval. ( 0,718805980992366 )
IEEE Trans Image Process - Facial expression recognition in perceptual color space. ( 0,716226534014079 )
IEEE Trans Image Process - Face illumination manipulation using a single reference image by adaptive layer decomposition. ( 0,715678037775662 )
Comput Math Methods Med - Computer aided quantification of pathological features for flexor tendon pulleys on microscopic images. ( 0,714417675835813 )
IEEE Trans Image Process - Representing and retrieving video shots in human-centric brain imaging space. ( 0,712994736379814 )
IEEE Trans Image Process - Geodesic invariant feature: a local descriptor in depth. ( 0,712256055631379 )
IEEE Trans Image Process - Vehicle detection in aerial surveillance using dynamic Bayesian networks. ( 0,71205706995931 )
IEEE Trans Image Process - Pose-invariant face recognition using Markov random fields. ( 0,710747378104603 )
IEEE Trans Pattern Anal Mach Intell - From Bits to Images: Inversion of Local Binary Descriptors. ( 0,710060700696307 )
IEEE Trans Image Process - Human gait recognition using patch distribution feature and locality-constrained group sparse representation. ( 0,709671986139212 )
Comput Methods Programs Biomed - Automated classification of patients with coronary artery disease using grayscale features from left ventricle echocardiographic images. ( 0,707305821189892 )
IEEE Trans Image Process - A probabilistic approach for color correction in image mosaicking applications. ( 0,706143261042261 )
Comput Math Methods Med - Controllable edge feature sharpening for dental applications. ( 0,70485943531675 )
J Med Syst - Directional binary wavelet patterns for biomedical image indexing and retrieval. ( 0,703565966045416 )
IEEE Trans Pattern Anal Mach Intell - Pose-Robust Recognition of Low-Resolution Face Images. ( 0,702833491052243 )
Comput Methods Programs Biomed - Region and boundary feature estimation on ultrasound images using moment invariants. ( 0,702221791681273 )
IEEE Trans Image Process - Sparse color interest points for image retrieval and object categorization. ( 0,699899352126609 )
IEEE Trans Image Process - Context-aware patch-based image inpainting using Markov random field modeling. ( 0,697646087855975 )
IEEE Trans Image Process - Ordinal feature selection for iris and palmprint recognition. ( 0,693289594288436 )
Neural Comput - Spherical mesh adaptive direct search for separating quasi-uncorrelated sources by range-based independent component analysis. ( 0,692965446266478 )
IEEE Trans Pattern Anal Mach Intell - Reconstructing 3D Face Model with Associated Expression Deformation from a Single Face Image via Constructing a Low-Dimensional Expression Deformation Manifold. ( 0,692682727106625 )
IEEE Trans Image Process - Color constancy by category correlation. ( 0,692004666267404 )