IEEE Trans Image Process - A probabilistic approach to realistic face synthesis with a single uncalibrated image.

Tópicos

{ featur(1941) imag(1645) propos(1176) }
{ model(3404) distribut(989) bayesian(671) }
{ imag(1947) propos(1133) code(1026) }
{ state(1844) use(1261) util(961) }
{ data(3008) multipl(1320) sourc(1022) }
{ assess(1506) score(1403) qualiti(1306) }
{ method(1557) propos(1049) approach(1037) }
{ ehr(2073) health(1662) electron(1139) }
{ use(976) code(926) identifi(902) }
{ studi(2440) review(1878) systemat(933) }
{ motion(1329) object(1292) video(1091) }
{ algorithm(1844) comput(1787) effici(935) }
{ howev(809) still(633) remain(590) }
{ model(3480) simul(1196) paramet(876) }
{ research(1085) discuss(1038) issu(1018) }
{ health(3367) inform(1360) care(1135) }
{ data(2317) use(1299) case(1017) }
{ can(981) present(881) function(850) }
{ process(1125) use(805) approach(778) }
{ data(1737) use(1416) pattern(1282) }
{ system(1976) rule(880) can(841) }
{ imag(2830) propos(1344) filter(1198) }
{ concept(1167) ontolog(924) domain(897) }
{ clinic(1479) use(1117) guidelin(835) }
{ model(2220) cell(1177) simul(1124) }
{ system(1050) medic(1026) inform(1018) }
{ blood(1257) pressur(1144) flow(957) }
{ patient(2837) hospit(1953) medic(668) }
{ first(2504) two(1366) second(1323) }
{ activ(1138) subject(705) human(624) }
{ time(1939) patient(1703) rate(768) }
{ high(1669) rate(1365) level(1280) }
{ use(1733) differ(960) four(931) }
{ result(1111) use(1088) new(759) }
{ implement(1333) system(1263) develop(1122) }
{ method(1969) cluster(1462) data(1082) }
{ detect(2391) sensit(1101) algorithm(908) }
{ can(774) often(719) complex(702) }
{ inform(2794) health(2639) internet(1427) }
{ measur(2081) correl(1212) valu(896) }
{ imag(1057) registr(996) error(939) }
{ bind(1733) structur(1185) ligand(1036) }
{ sequenc(1873) structur(1644) protein(1328) }
{ method(1219) similar(1157) match(930) }
{ featur(3375) classif(2383) classifi(1994) }
{ network(2748) neural(1063) input(814) }
{ imag(2675) segment(2577) method(1081) }
{ 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) }
{ problem(2511) optim(1539) algorithm(950) }
{ error(1145) method(1030) estim(1020) }
{ chang(1828) time(1643) increas(1301) }
{ learn(2355) train(1041) set(1003) }
{ extract(1171) text(1153) clinic(932) }
{ data(1714) softwar(1251) tool(1186) }
{ design(1359) user(1324) use(1319) }
{ control(1307) perform(991) simul(935) }
{ 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) }
{ perform(999) metric(946) measur(919) }
{ 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) }
{ spatial(1525) area(1432) region(1030) }
{ record(1888) medic(1808) patient(1693) }
{ monitor(1329) mobil(1314) devic(1160) }
{ research(1218) medic(880) student(794) }
{ model(2656) set(1616) predict(1553) }
{ 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) }
{ intervent(3218) particip(2042) group(1664) }
{ 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) }
{ cancer(2502) breast(956) screen(824) }
{ drug(1928) target(777) effect(648) }
{ 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

This paper presents a novel approach to automatic face modeling for realistic synthesis from an unknown face image, using a probabilistic face diffuse model and a generic face specular map. We construct a probabilistic face diffuse model for estimating the albedo and normals of the input face. Then, we develop a generic face specular map for estimating the specularity of face. Using the estimated albedo, normal and specular information, we can synthesize the face under arbitrary lighting and viewing directions realistically. Unlike many existing techniques, our approach can extract both the diffuse and specular information of face without involving an intensive 3D matching procedure. We conduct three different experiments to show our improvement over the prior art. First, we compare the proposed algorithm with previous techniques, including the state of the art, to demonstrate our achievement in realistic face synthesis. Moreover, we evaluate the proposed algorithm over non-automatic face modeling techniques through a subjective study. This evaluation is meaningful in that it tells us how far the proposed algorithm as well as others are from the real photograph in terms of the perceptual quality. Finally, we apply our face model for improving the face recognition performance under varying illumination conditions and show that the proposed algorithm is effective to enhance the face recognition rate. Thanks to the compact representation and the effective inference scheme, our technique is applicable for many practical applications, such as avatar creation, digital face cloning, face normalization, deidentification and many others.

Resumo Limpo

paper present novel approach automat face model realist synthesi unknown face imag use probabilist face diffus model generic face specular map construct probabilist face diffus model estim albedo normal input face develop generic face specular map estim specular face use estim albedo normal specular inform can synthes face arbitrari light view direct realist unlik mani exist techniqu approach can extract diffus specular inform face without involv intens d match procedur conduct three differ experi show improv prior art first compar propos algorithm previous techniqu includ state art demonstr achiev realist face synthesi moreov evalu propos algorithm nonautomat face model techniqu subject studi evalu meaning tell us far propos algorithm well other real photograph term perceptu qualiti final appli face model improv face recognit perform vari illumin condit show propos algorithm effect enhanc face recognit rate thank compact represent effect infer scheme techniqu applic mani practic applic avatar creation digit face clone face normal deidentif mani other

Resumos Similares

IEEE Trans Image Process - Discovering discriminative graphlets for aerial image categories recognition. ( 0,842737711896128 )
IEEE Trans Image Process - Rigid-motion-invariant classification of 3-D textures. ( 0,838208588114596 )
IEEE Trans Image Process - Context-aware sparse decomposition for image denoising and super-resolution. ( 0,838114080846349 )
IEEE Trans Image Process - An affine symmetric image model and its applications. ( 0,830450247339536 )
IEEE Trans Image Process - Efficient texture image retrieval using copulas in a Bayesian framework. ( 0,829136515230868 )
IEEE Trans Image Process - A novel 3-D color histogram equalization method with uniform 1-D gray scale histogram. ( 0,814285549935723 )
IEEE Trans Image Process - Adaptive color feature extraction based on image color distributions. ( 0,811941930371196 )
IEEE Trans Image Process - Multilinear supervised neighborhood embedding of a local descriptor tensor for scene/object recognition. ( 0,806434093682963 )
IEEE Trans Image Process - Scale- and rotation-invariant local binary pattern using scale-adaptive texton and subuniform-based circular shift. ( 0,804701016189409 )
IEEE Trans Image Process - Color local texture features for color face recognition. ( 0,801692020990876 )
IEEE Trans Image Process - HSOG: a novel local image descriptor based on histograms of the second-order gradients. ( 0,798737589307831 )
IEEE Trans Pattern Anal Mach Intell - Scalable Face Image Retrieval with Identity-Based Quantization and Multireference Reranking. ( 0,795646067910359 )
IEEE Trans Pattern Anal Mach Intell - What Makes a Photograph Memorable? ( 0,793837042433975 )
IEEE Trans Image Process - USB: ultrashort binary descriptor for fast visual matching and retrieval. ( 0,791149782078765 )
IEEE Trans Image Process - Color constancy for multiple light sources. ( 0,790624248648807 )
IEEE Trans Image Process - A novel local pattern descriptor--local vector pattern in high-order derivative space for face recognition. ( 0,790556746048709 )
IEEE Trans Image Process - Combining LBP difference and feature correlation for texture description. ( 0,789879710919353 )
IEEE Trans Pattern Anal Mach Intell - Learning Discriminant Face Descriptor. ( 0,78568303883042 )
IEEE Trans Image Process - Local color vector binary patterns from multichannel face images for face recognition. ( 0,785472312588963 )
IEEE Trans Image Process - Normalization of face illumination based on large-and small-scale features. ( 0,785134029370078 )
IEEE Trans Image Process - Scale- and affine-invariant fan feature. ( 0,784532142275426 )
IEEE Trans Image Process - Edge-SIFT: discriminative binary descriptor for scalable partial-duplicate mobile search. ( 0,783248300425304 )
IEEE Trans Image Process - Subspace-based discrete transform encoded local binary patterns representations for robust periocular matching on NIST's face recognition grand challenge. ( 0,782990681875376 )
IEEE J Biomed Health Inform - Local object patterns for the representation and classification of colon tissue images. ( 0,782424040563236 )
IEEE Trans Image Process - Semantic pyramids for gender and action recognition. ( 0,778276080506671 )
Comput. Biol. Med. - Texture feature extraction based on a uniformity estimation method for local brightness and structure in chest CT images. ( 0,776993915328918 )
IEEE Trans Image Process - Human gait recognition using patch distribution feature and locality-constrained group sparse representation. ( 0,776513397137189 )
IEEE Trans Image Process - Local directional number pattern for face analysis: face and expression recognition. ( 0,775232734949737 )
IEEE Trans Image Process - Common feature discriminant analysis for matching infrared face images to optical face images. ( 0,773572104013803 )
IEEE Trans Image Process - Enhanced local texture feature sets for face recognition under difficult lighting conditions. ( 0,772515726972171 )
IEEE Trans Image Process - Extracting multiple features in the CID color space for face recognition. ( 0,772490840217039 )
IEEE Trans Image Process - Robust face representation using hybrid spatial feature interdependence matrix. ( 0,769634046553679 )
IEEE Trans Image Process - Face recognition using ensemble string matching. ( 0,767843954685179 )
IEEE Trans Image Process - Boosting color feature selection for color face recognition. ( 0,766264780436844 )
Comput Methods Programs Biomed - Conditional mutual information-based feature selection for congestive heart failure recognition using heart rate variability. ( 0,764944219647389 )
IEEE Trans Image Process - Shape vocabulary: a robust and efficient shape representation for shape matching. ( 0,764472377318113 )
IEEE Trans Image Process - Steganography using reversible texture synthesis. ( 0,763207830774229 )
IEEE Trans Image Process - Very low resolution face recognition problem. ( 0,76225530173969 )
IEEE Trans Image Process - Coupled binary embedding for large-scale image retrieval. ( 0,762185846214619 )
IEEE Trans Image Process - PDE-based enhancement of color images in RGB space. ( 0,760778544249466 )
Artif Intell Med - Scattering features for lung cancer detection in fibered confocal fluorescence microscopy images. ( 0,760346571787268 )
IEEE Trans Pattern Anal Mach Intell - LDAHash: Improved Matching with Smaller Descriptors. ( 0,759139622448168 )
IEEE Trans Image Process - From local pixel structure to global image super-resolution: a new face hallucination framework. ( 0,75800927123636 )
IEEE Trans Pattern Anal Mach Intell - CENTRIST: A Visual Descriptor for Scene Categorization. ( 0,757077057905855 )
IEEE Trans Image Process - Face recognition system using multiple face model of hybrid Fourier feature under uncontrolled illumination variation. ( 0,756501546885845 )
IEEE Trans Pattern Anal Mach Intell - Probabilistic Models for Inference about Identity. ( 0,755876675842126 )
IEEE Trans Image Process - Fusing local patterns of Gabor magnitude and phase for face recognition. ( 0,755284692665847 )
IEEE Trans Pattern Anal Mach Intell - Local Pyramidal Descriptors for Image Recognition. ( 0,752455145907848 )
IEEE Trans Image Process - Sparse color interest points for image retrieval and object categorization. ( 0,75241247716652 )
IEEE Trans Image Process - Face recognition by exploring information jointly in space, scale and orientation. ( 0,751830196456367 )
IEEE Trans Pattern Anal Mach Intell - Intensity-Based Image Registration by Nonparametric Local Smoothing. ( 0,751804417600495 )
J Med Syst - Comparison of several texture features for tumor detection in CE images. ( 0,751590783132404 )
IEEE Trans Image Process - Scale-invariant features for 3-D mesh models. ( 0,751100465663079 )
IEEE Trans Image Process - Color texture classification using shortest paths in graphs. ( 0,74911321666684 )
IEEE Trans Image Process - A feature-based learning framework for accurate prostate localization in CT images. ( 0,748660213214417 )
IEEE Trans Image Process - Facial expression recognition in perceptual color space. ( 0,745917300564601 )
IEEE Trans Vis Comput Graph - Lagrangian Texture Advection: Preserving both Spectrum and Velocity Field. ( 0,745403410273571 )
IEEE Trans Image Process - Angular pattern and binary angular pattern for shape retrieval. ( 0,74287168504453 )
IEEE Trans Image Process - A completed modeling of local binary pattern operator for texture classification. ( 0,741721074484016 )
IEEE Trans Pattern Anal Mach Intell - Transform-Invariant PCA: A Unified Approach to Fully Automatic Face Alignment, Representation, and Recognition. ( 0,741488730548246 )
IEEE Trans Image Process - Robust face recognition with structurally incoherent low-rank matrix decomposition. ( 0,741270853222703 )
IEEE Trans Neural Netw Learn Syst - Learning a Probabilistic Topology Discovering Model for Scene Categorization. ( 0,739719848226533 )
IEEE Trans Image Process - Tensor discriminant color space for face recognition. ( 0,739459902812383 )
IEEE Trans Image Process - An attribute-assisted reranking model for web image search. ( 0,738101062258273 )
IEEE Trans Image Process - Vehicle detection in aerial surveillance using dynamic Bayesian networks. ( 0,738078029422943 )
J Med Syst - Directional binary wavelet patterns for biomedical image indexing and retrieval. ( 0,737409445959672 )
IEEE Trans Pattern Anal Mach Intell - 3D Face Discriminant Analysis Using Gauss-Markov Posterior Marginals. ( 0,736383557632084 )
IEEE Trans Image Process - Completed local binary count for rotation invariant texture classification. ( 0,735186286727178 )
IEEE Trans Image Process - Large-margin Learning of Compact Binary Image Encodings. ( 0,732119115726961 )
IEEE Trans Pattern Anal Mach Intell - Learning Hybrid Image Templates (HIT) by Information Projection. ( 0,731597246648022 )
IEEE Trans Pattern Anal Mach Intell - Statistical 3D Shape Analysis by Local Generative Descriptors. ( 0,730166276214399 )
IEEE Trans Image Process - Scale-invariant features and polar descriptors in omnidirectional imaging. ( 0,728922810241614 )
IEEE Trans Image Process - Wavelet domain multifractal analysis for static and dynamic texture classification. ( 0,728449417472202 )
IEEE Trans Image Process - Flip-invariant SIFT for copy and object detection. ( 0,728259894406861 )
IEEE Trans Pattern Anal Mach Intell - A Two-Stage Framework for 3D Face Reconstruction From RGBD Images. ( 0,727263509335374 )
IEEE Trans Image Process - Adaptive dictionary learning in sparse gradient domain for image recovery. ( 0,725991195134541 )
IEEE Trans Pattern Anal Mach Intell - Local Difference Binary for Ultra-fast and Distinctive Feature Description. ( 0,725349930123305 )
IEEE Trans Image Process - Global propagation of affine invariant features for robust matching. ( 0,725275582263484 )
IEEE Trans Image Process - Context-aware patch-based image inpainting using Markov random field modeling. ( 0,724259068848651 )
IEEE Trans Image Process - Bayesian saliency via low and mid level cues. ( 0,723475479636525 )
IEEE Trans Image Process - Fast localization of the optic disc using projection of image features. ( 0,720707218702043 )
IEEE Trans Pattern Anal Mach Intell - A Coarse to Fine Minutiae-Based Latent Palmprint Matching. ( 0,72045326338814 )
IEEE Trans Image Process - Local energy pattern for texture classification using self-adaptive quantization thresholds. ( 0,719459923052826 )
IEEE Trans Image Process - Salient region detection by fusing bottom-up and top-down features extracted from a single image. ( 0,718537142707707 )
IEEE Trans Image Process - Rotation-invariant image and video description with local binary pattern features. ( 0,717324977960764 )
IEEE Trans Image Process - Image editing with spatiograms transfer. ( 0,717151792528293 )
IEEE Trans Pattern Anal Mach Intell - Pose-Robust Recognition of Low-Resolution Face Images. ( 0,71667635689128 )
IEEE Trans Pattern Anal Mach Intell - From Bits to Images: Inversion of Local Binary Descriptors. ( 0,713040526303334 )
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. ( 0,712799041196346 )
IEEE Trans Image Process - Color constancy using 3D scene geometry derived from a single image. ( 0,712579590696582 )
IEEE Trans Image Process - Object segmentation of database images by dual multiscale morphological reconstructions and retrieval applications. ( 0,712085561741737 )
IEEE Trans Image Process - A consensus-driven approach for structure and texture aware depth map upsampling. ( 0,7117201276744 )
IEEE Trans Pattern Anal Mach Intell - Intrinsic Image Decomposition Using a Sparse Representation of Reflectance. ( 0,710892140062682 )
IEEE Trans Pattern Anal Mach Intell - Multi-View Face Detection and Registration Requiring Minimal Manual Intervention. ( 0,709031085321715 )
IEEE Trans Image Process - Face illumination manipulation using a single reference image by adaptive layer decomposition. ( 0,708432478079494 )
IEEE Trans Image Process - Color constancy by category correlation. ( 0,707679640421632 )
IEEE Trans Image Process - Multilayer surface albedo for face recognition with reference images in bad lighting conditions. ( 0,70696084304327 )
IEEE Trans Image Process - Modeling the subjective quality of highly contrasted videos displayed on LCD with local backlight dimming. ( 0,705343376133538 )
Med Biol Eng Comput - Object-shape recognition and 3D reconstruction from tactile sensor images. ( 0,70386816350111 )
IEEE Trans Image Process - Bayesian texture classification based on contourlet transform and BYY harmony learning of Poisson mixtures. ( 0,702542128865436 )