IEEE J Biomed Health Inform - Thermal imaging as a biometrics approach to facial signature authentication.

Tópicos

{ featur(1941) imag(1645) propos(1176) }
{ process(1125) use(805) approach(778) }
{ signal(2180) analysi(812) frequenc(800) }
{ use(976) code(926) identifi(902) }
{ method(1219) similar(1157) match(930) }
{ control(1307) perform(991) simul(935) }
{ state(1844) use(1261) util(961) }
{ data(3008) multipl(1320) sourc(1022) }
{ imag(1057) registr(996) error(939) }
{ assess(1506) score(1403) qualiti(1306) }
{ learn(2355) train(1041) set(1003) }
{ howev(809) still(633) remain(590) }
{ chang(1828) time(1643) increas(1301) }
{ research(1085) discuss(1038) issu(1018) }
{ method(1969) cluster(1462) data(1082) }
{ can(774) often(719) complex(702) }
{ imag(2830) propos(1344) filter(1198) }
{ patient(2315) diseas(1263) diabet(1191) }
{ take(945) account(800) differ(722) }
{ treatment(1704) effect(941) patient(846) }
{ surgeri(1148) surgic(1085) robot(1054) }
{ framework(1458) process(801) describ(734) }
{ algorithm(1844) comput(1787) effici(935) }
{ method(1557) propos(1049) approach(1037) }
{ perform(999) metric(946) measur(919) }
{ import(1318) role(1303) understand(862) }
{ analysi(2126) use(1163) compon(1037) }
{ use(1733) differ(960) four(931) }
{ implement(1333) system(1263) develop(1122) }
{ detect(2391) sensit(1101) algorithm(908) }
{ model(3404) distribut(989) bayesian(671) }
{ imag(1947) propos(1133) code(1026) }
{ data(1737) use(1416) pattern(1282) }
{ inform(2794) health(2639) internet(1427) }
{ system(1976) rule(880) can(841) }
{ measur(2081) correl(1212) valu(896) }
{ bind(1733) structur(1185) ligand(1036) }
{ sequenc(1873) structur(1644) protein(1328) }
{ featur(3375) classif(2383) classifi(1994) }
{ network(2748) neural(1063) input(814) }
{ imag(2675) segment(2577) method(1081) }
{ studi(2440) review(1878) systemat(933) }
{ motion(1329) object(1292) video(1091) }
{ problem(2511) optim(1539) algorithm(950) }
{ error(1145) method(1030) estim(1020) }
{ concept(1167) ontolog(924) domain(897) }
{ clinic(1479) use(1117) guidelin(835) }
{ extract(1171) text(1153) clinic(932) }
{ data(1714) softwar(1251) tool(1186) }
{ design(1359) user(1324) use(1319) }
{ 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) }
{ data(3963) clinic(1234) research(1004) }
{ studi(1410) differ(1259) use(1210) }
{ risk(3053) factor(974) diseas(938) }
{ system(1050) medic(1026) inform(1018) }
{ 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) }
{ 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) }
{ cost(1906) reduc(1198) effect(832) }
{ group(2977) signific(1463) compar(1072) }
{ 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) }
{ can(981) present(881) function(850) }
{ health(1844) social(1437) communiti(874) }
{ structur(1116) can(940) graph(676) }
{ high(1669) rate(1365) level(1280) }
{ cancer(2502) breast(956) screen(824) }
{ drug(1928) target(777) effect(648) }
{ result(1111) use(1088) new(759) }
{ 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(2212) result(1239) propos(1039) }

Resumo

A new thermal imaging framework with unique feature extraction and similarity measurements for face recognition is presented. The research premise is to design specialized algorithms that would extract vasculature information, create a thermal facial signature and identify the individual. The proposed algorithm is fully integrated and consolidates the critical steps of feature extraction through the use of morphological operators, registration using the Linear Image Registration Tool and matching through unique similarity measures designed for this task. The novel approach at developing a thermal signature template using four images taken at various instants of time ensured that unforeseen changes in the vasculature over time did not affect the biometric matching process as the authentication process relied only on consistent thermal features. Thirteen subjects were used for testing the developed technique on an in-house thermal imaging system. The matching using the similarity measures showed an average accuracy of 88.46% for skeletonized signatures and 90.39% for anisotropically diffused signatures. The highly accurate results obtained in the matching process clearly demonstrate the ability of the thermal infrared system to extend in application to other thermal imaging based systems. Empirical results applying this approach to an existing database of thermal images proves this assertion.

Resumo Limpo

new thermal imag framework uniqu featur extract similar measur face recognit present research premis design special algorithm extract vasculatur inform creat thermal facial signatur identifi individu propos algorithm fulli integr consolid critic step featur extract use morpholog oper registr use linear imag registr tool match uniqu similar measur design task novel approach develop thermal signatur templat use four imag taken various instant time ensur unforeseen chang vasculatur time affect biometr match process authent process reli consist thermal featur thirteen subject use test develop techniqu inhous thermal imag system match use similar measur show averag accuraci skeleton signatur anisotrop diffus signatur high accur result obtain match process clear demonstr abil thermal infrar system extend applic thermal imag base system empir result appli approach exist databas thermal imag prove assert

Resumos Similares

IEEE Trans Pattern Anal Mach Intell - Learning Discriminant Face Descriptor. ( 0,740089489620334 )
IEEE Trans Image Process - A feature-based learning framework for accurate prostate localization in CT images. ( 0,73937028651949 )
IEEE Trans Image Process - Subspace-based discrete transform encoded local binary patterns representations for robust periocular matching on NIST's face recognition grand challenge. ( 0,737322636053321 )
IEEE Trans Image Process - Face recognition by exploring information jointly in space, scale and orientation. ( 0,72653861123607 )
IEEE Trans Pattern Anal Mach Intell - Intensity-Based Image Registration by Nonparametric Local Smoothing. ( 0,721996620747795 )
IEEE Trans Image Process - Wavelet domain multifractal analysis for static and dynamic texture classification. ( 0,717028107594275 )
IEEE Trans Image Process - Vehicle detection in aerial surveillance using dynamic Bayesian networks. ( 0,711581555247822 )
IEEE Trans Image Process - Color constancy by category correlation. ( 0,702598411545735 )
IEEE Trans Image Process - A novel local pattern descriptor--local vector pattern in high-order derivative space for face recognition. ( 0,702034779777251 )
IEEE Trans Pattern Anal Mach Intell - Multi-View Face Detection and Registration Requiring Minimal Manual Intervention. ( 0,701884816696201 )
IEEE Trans Image Process - Common feature discriminant analysis for matching infrared face images to optical face images. ( 0,699567588023677 )
Med Biol Eng Comput - Quantitative color analysis for capillaroscopy image segmentation. ( 0,696673967996153 )
IEEE Trans Image Process - Normalization of face illumination based on large-and small-scale features. ( 0,69656099221714 )
IEEE Trans Image Process - Robust face recognition with structurally incoherent low-rank matrix decomposition. ( 0,6941518091584 )
IEEE Trans Image Process - HSOG: a novel local image descriptor based on histograms of the second-order gradients. ( 0,691065190082787 )
IEEE Trans Pattern Anal Mach Intell - What Makes a Photograph Memorable? ( 0,690242716184619 )
IEEE Trans Image Process - Color texture classification using shortest paths in graphs. ( 0,690123098740036 )
IEEE Trans Image Process - Flip-invariant SIFT for copy and object detection. ( 0,688552726815547 )
IEEE Trans Image Process - Sparse color interest points for image retrieval and object categorization. ( 0,687948304633728 )
IEEE Trans Image Process - Color local texture features for color face recognition. ( 0,68791766177863 )
J Med Syst - Comparison of several texture features for tumor detection in CE images. ( 0,687853237461872 )
IEEE Trans Image Process - Enhanced local texture feature sets for face recognition under difficult lighting conditions. ( 0,684261784644748 )
IEEE Trans Image Process - Coupled binary embedding for large-scale image retrieval. ( 0,682898772791251 )
IEEE Trans Pattern Anal Mach Intell - LDAHash: Improved Matching with Smaller Descriptors. ( 0,680676373369458 )
IEEE Trans Image Process - A probabilistic approach for color correction in image mosaicking applications. ( 0,680285034810398 )
IEEE Trans Pattern Anal Mach Intell - A Coarse to Fine Minutiae-Based Latent Palmprint Matching. ( 0,679879465919794 )
IEEE Trans Image Process - An attribute-assisted reranking model for web image search. ( 0,679139742289793 )
Comput. Biol. Med. - Texture feature extraction based on a uniformity estimation method for local brightness and structure in chest CT images. ( 0,678207291827415 )
IEEE Trans Image Process - Semantic pyramids for gender and action recognition. ( 0,677190045743464 )
IEEE Trans Image Process - A completed modeling of local binary pattern operator for texture classification. ( 0,671933075436947 )
IEEE Trans Image Process - Robust face representation using hybrid spatial feature interdependence matrix. ( 0,671306235783407 )
IEEE Trans Pattern Anal Mach Intell - Learning Hybrid Image Templates (HIT) by Information Projection. ( 0,670051416544143 )
IEEE Trans Image Process - Extracting multiple features in the CID color space for face recognition. ( 0,669866219659879 )
IEEE Trans Image Process - Combining LBP difference and feature correlation for texture description. ( 0,66908933606736 )
IEEE Trans Pattern Anal Mach Intell - Scalable Face Image Retrieval with Identity-Based Quantization and Multireference Reranking. ( 0,668410786433555 )
IEEE Trans Image Process - Extracting dominant textures in real time with multi-scale hue-saturation-intensity histograms. ( 0,668211043683804 )
IEEE Trans Image Process - Scale- and affine-invariant fan feature. ( 0,667955579970595 )
IEEE Trans Image Process - Robust radial face detection for omnidirectional vision. ( 0,667487625063624 )
IEEE Trans Image Process - Edge-SIFT: discriminative binary descriptor for scalable partial-duplicate mobile search. ( 0,667237464995066 )
Artif Intell Med - Scattering features for lung cancer detection in fibered confocal fluorescence microscopy images. ( 0,666943206938674 )
IEEE Trans Image Process - Face recognition system using multiple face model of hybrid Fourier feature under uncontrolled illumination variation. ( 0,665449452176003 )
IEEE Trans Image Process - Multilinear supervised neighborhood embedding of a local descriptor tensor for scene/object recognition. ( 0,66520689477728 )
IEEE Trans Vis Comput Graph - Sketch-Based Image Retrieval: Benchmark and Bag-of-Features Descriptors. ( 0,663874319802822 )
IEEE Trans Image Process - USB: ultrashort binary descriptor for fast visual matching and retrieval. ( 0,663770663133158 )
IEEE Trans Image Process - Local color vector binary patterns from multichannel face images for face recognition. ( 0,660914392746603 )
IEEE Trans Image Process - Face recognition using ensemble string matching. ( 0,6601732476959 )
IEEE Trans Image Process - Shape vocabulary: a robust and efficient shape representation for shape matching. ( 0,659870847433365 )
IEEE Trans Image Process - Scale-invariant features for 3-D mesh models. ( 0,659850214368953 )
IEEE Trans Image Process - A probabilistic approach to realistic face synthesis with a single uncalibrated image. ( 0,657904610033672 )
IEEE Trans Image Process - Human gait recognition using patch distribution feature and locality-constrained group sparse representation. ( 0,657807655046433 )
IEEE Trans Image Process - Learning-based prediction of visual attention for video signals. ( 0,655787329708408 )
IEEE Trans Image Process - Local energy pattern for texture classification using self-adaptive quantization thresholds. ( 0,655451195192572 )
IEEE Trans Image Process - Local directional number pattern for face analysis: face and expression recognition. ( 0,655187581666964 )
IEEE Trans Image Process - Large-margin Learning of Compact Binary Image Encodings. ( 0,653337892384463 )
IEEE Trans Image Process - Very low resolution face recognition problem. ( 0,652623462249485 )
IEEE Trans Image Process - Global propagation of affine invariant features for robust matching. ( 0,652116768895623 )
Comput Methods Programs Biomed - Texture and moments-based classification of the acrosome integrity of boar spermatozoa images. ( 0,651536070342318 )
IEEE Trans Image Process - Exploring duplicated regions in natural images. ( 0,651528967810868 )
IEEE Trans Image Process - Scale- and rotation-invariant local binary pattern using scale-adaptive texton and subuniform-based circular shift. ( 0,651006505178214 )
J Med Syst - A new Watermarking System based on Discrete Cosine Transform (DCT) in color biometric images. ( 0,650654297296737 )
IEEE Trans Image Process - Scale-invariant features and polar descriptors in omnidirectional imaging. ( 0,649353761284764 )
IEEE Trans Image Process - Discovering discriminative graphlets for aerial image categories recognition. ( 0,648642996356907 )
IEEE Trans Image Process - From local pixel structure to global image super-resolution: a new face hallucination framework. ( 0,647558060946633 )
IEEE Trans Image Process - Efficient texture image retrieval using copulas in a Bayesian framework. ( 0,646418434632559 )
IEEE Trans Image Process - PDE-based enhancement of color images in RGB space. ( 0,646044243581888 )
IEEE Trans Pattern Anal Mach Intell - Local Pyramidal Descriptors for Image Recognition. ( 0,64564374178536 )
IEEE Trans Image Process - Estimation of sunlight direction using 3D object models. ( 0,645620780908136 )
IEEE Trans Image Process - Image inpainting by patch propagation using patch sparsity. ( 0,643714994586432 )
IEEE Trans Image Process - Tensor discriminant color space for face recognition. ( 0,642196418100917 )
IEEE Trans Image Process - Geodesic invariant feature: a local descriptor in depth. ( 0,642078409553592 )
IEEE Trans Image Process - Pose-invariant face recognition using Markov random fields. ( 0,642067260825974 )
IEEE Trans Image Process - Sparse tensor discriminant analysis. ( 0,641579188547272 )
IEEE Trans Pattern Anal Mach Intell - Hidden Part Models for Human Action Recognition: Probabilistic versus Max Margin. ( 0,641539321249618 )
IEEE Trans Pattern Anal Mach Intell - Iris Matching Based on Personalized Weight Map. ( 0,641042178947595 )
IEEE Trans Image Process - Angular pattern and binary angular pattern for shape retrieval. ( 0,640335275622109 )
IEEE Trans Image Process - Adaptive color feature extraction based on image color distributions. ( 0,639227955400693 )
IEEE Trans Image Process - Fusing local patterns of Gabor magnitude and phase for face recognition. ( 0,63737655828392 )
Med Biol Eng Comput - EEG study on affective valence elicited by novel and familiar pictures using ERD/ERS and SVM-RFE. ( 0,636494058799245 )
Med Biol Eng Comput - Object-shape recognition and 3D reconstruction from tactile sensor images. ( 0,635709194702003 )
IEEE Trans Pattern Anal Mach Intell - Jointly Learning Visually Correlated Dictionaries for Large-scale Visual Recognition Applications. ( 0,634055726377165 )
IEEE Trans Image Process - Low-resolution face tracker robust to illumination variations. ( 0,633284394290176 )
IEEE Trans Pattern Anal Mach Intell - From Bits to Images: Inversion of Local Binary Descriptors. ( 0,632767498435269 )
IEEE Trans Image Process - Rigid-motion-invariant classification of 3-D textures. ( 0,631631621902288 )
IEEE Trans Image Process - Boosting color feature selection for color face recognition. ( 0,629134501341025 )
IEEE Trans Image Process - A new multivariate statistical model for change detection in images acquired by homogeneous and heterogeneous sensors. ( 0,628340811875655 )
Comput. Biol. Med. - Melanomas non-invasive diagnosis application based on the ABCD rule and pattern recognition image processing algorithms. ( 0,62632375769341 )
IEEE Trans Image Process - Facial expression recognition in perceptual color space. ( 0,626065463596284 )
IEEE J Biomed Health Inform - Local object patterns for the representation and classification of colon tissue images. ( 0,621123082758279 )
IEEE Trans Pattern Anal Mach Intell - Pose and Expression Independent Facial Landmark Localization Using Dense-SURF and the Hausdorff Distance. ( 0,617624742012047 )
IEEE Trans Image Process - Salient region detection by fusing bottom-up and top-down features extracted from a single image. ( 0,61704348722702 )
IEEE Trans Image Process - A geometric method for optimal design of color filter arrays. ( 0,614973634752076 )
IEEE Trans Image Process - Semisupervised multiview distance metric learning for cartoon synthesis. ( 0,61409396033686 )
IEEE Trans Image Process - Robust 3D face landmark localization based on local coordinate coding. ( 0,613986326959293 )
Artif Intell Med - Local binary patterns variants as texture descriptors for medical image analysis. ( 0,613532416692981 )
IEEE Trans Image Process - Learning templates for artistic portrait lighting analysis. ( 0,612963362114908 )
J Med Syst - Directional binary wavelet patterns for biomedical image indexing and retrieval. ( 0,612581643520055 )
IEEE Trans Image Process - Face illumination manipulation using a single reference image by adaptive layer decomposition. ( 0,61163039616224 )
IEEE Trans Pattern Anal Mach Intell - CENTRIST: A Visual Descriptor for Scene Categorization. ( 0,611028215367952 )
IEEE Trans Image Process - Object segmentation of database images by dual multiscale morphological reconstructions and retrieval applications. ( 0,609020373554457 )
IEEE Trans Image Process - Color constancy using 3D scene geometry derived from a single image. ( 0,606461296867556 )