IEEE Trans Image Process - Image inpainting by patch propagation using patch sparsity.

Tópicos

{ featur(1941) imag(1645) propos(1176) }
{ sequenc(1873) structur(1644) protein(1328) }
{ process(1125) use(805) approach(778) }
{ first(2504) two(1366) second(1323) }
{ imag(1947) propos(1133) code(1026) }
{ imag(2675) segment(2577) method(1081) }
{ spatial(1525) area(1432) region(1030) }
{ measur(2081) correl(1212) valu(896) }
{ extract(1171) text(1153) clinic(932) }
{ perform(999) metric(946) measur(919) }
{ activ(1138) subject(705) human(624) }
{ model(3404) distribut(989) bayesian(671) }
{ can(774) often(719) complex(702) }
{ imag(2830) propos(1344) filter(1198) }
{ take(945) account(800) differ(722) }
{ motion(1329) object(1292) video(1091) }
{ problem(2511) optim(1539) algorithm(950) }
{ concept(1167) ontolog(924) domain(897) }
{ method(1557) propos(1049) approach(1037) }
{ howev(809) still(633) remain(590) }
{ studi(1410) differ(1259) use(1210) }
{ model(2341) predict(2261) use(1141) }
{ visual(1396) interact(850) tool(830) }
{ perform(1367) use(1326) method(1137) }
{ age(1611) year(1155) adult(843) }
{ sampl(1606) size(1419) use(1276) }
{ structur(1116) can(940) graph(676) }
{ high(1669) rate(1365) level(1280) }
{ use(976) code(926) identifi(902) }
{ result(1111) use(1088) new(759) }
{ method(1969) cluster(1462) data(1082) }
{ method(2212) result(1239) propos(1039) }
{ detect(2391) sensit(1101) algorithm(908) }
{ data(1737) use(1416) pattern(1282) }
{ inform(2794) health(2639) internet(1427) }
{ system(1976) rule(880) can(841) }
{ imag(1057) registr(996) error(939) }
{ bind(1733) structur(1185) ligand(1036) }
{ method(1219) similar(1157) match(930) }
{ featur(3375) classif(2383) classifi(1994) }
{ network(2748) neural(1063) input(814) }
{ patient(2315) diseas(1263) diabet(1191) }
{ studi(2440) review(1878) systemat(933) }
{ assess(1506) score(1403) qualiti(1306) }
{ treatment(1704) effect(941) patient(846) }
{ surgeri(1148) surgic(1085) robot(1054) }
{ framework(1458) process(801) describ(734) }
{ error(1145) method(1030) estim(1020) }
{ chang(1828) time(1643) increas(1301) }
{ learn(2355) train(1041) set(1003) }
{ clinic(1479) use(1117) guidelin(835) }
{ algorithm(1844) comput(1787) effici(935) }
{ 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) }
{ search(2224) databas(1162) retriev(909) }
{ case(1353) use(1143) diagnosi(1136) }
{ data(3963) clinic(1234) research(1004) }
{ risk(3053) factor(974) diseas(938) }
{ 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) }
{ 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) }
{ state(1844) use(1261) util(961) }
{ research(1218) medic(880) student(794) }
{ patient(2837) hospit(1953) medic(668) }
{ model(2656) set(1616) predict(1553) }
{ data(2317) use(1299) case(1017) }
{ medic(1828) order(1363) alert(1069) }
{ signal(2180) analysi(812) frequenc(800) }
{ cost(1906) reduc(1198) effect(832) }
{ group(2977) signific(1463) compar(1072) }
{ gene(2352) biolog(1181) express(1162) }
{ data(3008) multipl(1320) sourc(1022) }
{ intervent(3218) particip(2042) group(1664) }
{ 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) }
{ cancer(2502) breast(956) screen(824) }
{ use(1733) differ(960) four(931) }
{ drug(1928) target(777) effect(648) }
{ implement(1333) system(1263) develop(1122) }
{ survey(1388) particip(1329) question(1065) }
{ estim(2440) model(1874) function(577) }
{ decis(3086) make(1611) patient(1517) }
{ activ(1452) weight(1219) physic(1104) }

Resumo

This paper introduces a novel examplar-based inpainting algorithm through investigating the sparsity of natural image patches. Two novel concepts of sparsity at the patch level are proposed for modeling the patch priority and patch representation, which are two crucial steps for patch propagation in the examplar-based inpainting approach. First, patch structure sparsity is designed to measure the confidence of a patch located at the image structure (e.g., the edge or corner) by the sparseness of its nonzero similarities to the neighboring patches. The patch with larger structure sparsity will be assigned higher priority for further inpainting. Second, it is assumed that the patch to be filled can be represented by the sparse linear combination of candidate patches under the local patch consistency constraint in a framework of sparse representation. Compared with the traditional examplar-based inpainting approach, structure sparsity enables better discrimination of structure and texture, and the patch sparse representation forces the newly inpainted regions to be sharp and consistent with the surrounding textures. Experiments on synthetic and natural images show the advantages of the proposed approach.

Resumo Limpo

paper introduc novel examplarbas inpaint algorithm investig sparsiti natur imag patch two novel concept sparsiti patch level propos model patch prioriti patch represent two crucial step patch propag examplarbas inpaint approach first patch structur sparsiti design measur confid patch locat imag structur eg edg corner spars nonzero similar neighbor patch patch larger structur sparsiti will assign higher prioriti inpaint second assum patch fill can repres spars linear combin candid patch local patch consist constraint framework spars represent compar tradit examplarbas inpaint approach structur sparsiti enabl better discrimin structur textur patch spars represent forc newli inpaint region sharp consist surround textur experi synthet natur imag show advantag propos approach

Resumos Similares

IEEE Trans Pattern Anal Mach Intell - CENTRIST: A Visual Descriptor for Scene Categorization. ( 0,749258133435523 )
IEEE Trans Pattern Anal Mach Intell - Transform-Invariant PCA: A Unified Approach to Fully Automatic Face Alignment, Representation, and Recognition. ( 0,745697176453693 )
IEEE Trans Image Process - A feature-based learning framework for accurate prostate localization in CT images. ( 0,733965215092506 )
IEEE Trans Image Process - Scale- and rotation-invariant local binary pattern using scale-adaptive texton and subuniform-based circular shift. ( 0,733318005032581 )
IEEE Trans Image Process - Combining LBP difference and feature correlation for texture description. ( 0,725956346687056 )
IEEE Trans Pattern Anal Mach Intell - Learning Discriminant Face Descriptor. ( 0,723198725477464 )
IEEE Trans Image Process - Face recognition by exploring information jointly in space, scale and orientation. ( 0,721947536487309 )
IEEE Trans Pattern Anal Mach Intell - Iris Matching Based on Personalized Weight Map. ( 0,719946062253074 )
IEEE Trans Image Process - Multilinear supervised neighborhood embedding of a local descriptor tensor for scene/object recognition. ( 0,717295874559503 )
IEEE Trans Image Process - Adaptive color feature extraction based on image color distributions. ( 0,716206114434929 )
IEEE Trans Image Process - Scale- and affine-invariant fan feature. ( 0,715304567664581 )
IEEE Trans Image Process - Local directional number pattern for face analysis: face and expression recognition. ( 0,707964684800262 )
IEEE Trans Image Process - Normalization of face illumination based on large-and small-scale features. ( 0,705778942231756 )
IEEE Trans Image Process - Face illumination manipulation using a single reference image by adaptive layer decomposition. ( 0,704488277848527 )
IEEE Trans Image Process - A novel local pattern descriptor--local vector pattern in high-order derivative space for face recognition. ( 0,703275922975346 )
IEEE Trans Pattern Anal Mach Intell - Scalable Face Image Retrieval with Identity-Based Quantization and Multireference Reranking. ( 0,70255437402134 )
IEEE Trans Image Process - Common feature discriminant analysis for matching infrared face images to optical face images. ( 0,701165534316244 )
IEEE Trans Image Process - Discovering discriminative graphlets for aerial image categories recognition. ( 0,700910380853189 )
IEEE Trans Image Process - Fusing local patterns of Gabor magnitude and phase for face recognition. ( 0,700690777147382 )
IEEE Trans Image Process - Semantic pyramids for gender and action recognition. ( 0,698084894078918 )
IEEE Trans Image Process - Color local texture features for color face recognition. ( 0,695620617290997 )
IEEE Trans Image Process - Enhanced local texture feature sets for face recognition under difficult lighting conditions. ( 0,693934793595106 )
IEEE Trans Image Process - Scale-invariant features and polar descriptors in omnidirectional imaging. ( 0,692840684359099 )
IEEE Trans Image Process - Object segmentation of database images by dual multiscale morphological reconstructions and retrieval applications. ( 0,689295472738794 )
IEEE Trans Image Process - Coupled binary embedding for large-scale image retrieval. ( 0,688878741702226 )
IEEE Trans Image Process - Subspace-based discrete transform encoded local binary patterns representations for robust periocular matching on NIST's face recognition grand challenge. ( 0,688240602339664 )
IEEE Trans Image Process - Robust face representation using hybrid spatial feature interdependence matrix. ( 0,687586536999029 )
IEEE Trans Image Process - Vehicle detection in aerial surveillance using dynamic Bayesian networks. ( 0,687529214467597 )
J Med Syst - Directional binary wavelet patterns for biomedical image indexing and retrieval. ( 0,687434096816599 )
IEEE Trans Image Process - Extracting multiple features in the CID color space for face recognition. ( 0,68737576267559 )
IEEE Trans Pattern Anal Mach Intell - Local Pyramidal Descriptors for Image Recognition. ( 0,687276932971275 )
IEEE Trans Image Process - HSOG: a novel local image descriptor based on histograms of the second-order gradients. ( 0,685101456584087 )
Artif Intell Med - Scattering features for lung cancer detection in fibered confocal fluorescence microscopy images. ( 0,684809377844935 )
IEEE Trans Pattern Anal Mach Intell - Intensity-Based Image Registration by Nonparametric Local Smoothing. ( 0,683346535519575 )
Comput. Biol. Med. - Texture feature extraction based on a uniformity estimation method for local brightness and structure in chest CT images. ( 0,683118074520711 )
IEEE Trans Image Process - Edge-SIFT: discriminative binary descriptor for scalable partial-duplicate mobile search. ( 0,68289050231346 )
IEEE Trans Image Process - Local energy pattern for texture classification using self-adaptive quantization thresholds. ( 0,68073988642089 )
Med Biol Eng Comput - Quantitative color analysis for capillaroscopy image segmentation. ( 0,680077234021293 )
J Med Syst - Comparison of several texture features for tumor detection in CE images. ( 0,679631151412301 )
IEEE Trans Image Process - A completed modeling of local binary pattern operator for texture classification. ( 0,679610042070187 )
IEEE Trans Image Process - An affine symmetric image model and its applications. ( 0,679281355147439 )
IEEE Trans Image Process - Local color vector binary patterns from multichannel face images for face recognition. ( 0,677515617277233 )
IEEE Trans Image Process - Tensor discriminant color space for face recognition. ( 0,677185960478888 )
IEEE Trans Image Process - Color texture classification using shortest paths in graphs. ( 0,675922413225709 )
IEEE J Biomed Health Inform - Local object patterns for the representation and classification of colon tissue images. ( 0,6758232370717 )
Comput Math Methods Med - Extraction of lesion-partitioned features and retrieval of contrast-enhanced liver images. ( 0,675534187389283 )
IEEE Trans Pattern Anal Mach Intell - Hidden Part Models for Human Action Recognition: Probabilistic versus Max Margin. ( 0,674570911786393 )
IEEE Trans Image Process - Very low resolution face recognition problem. ( 0,674372391416669 )
IEEE Trans Image Process - Face recognition using ensemble string matching. ( 0,673578396047794 )
IEEE Trans Pattern Anal Mach Intell - Learning Hybrid Image Templates (HIT) by Information Projection. ( 0,673260652039135 )
IEEE Trans Pattern Anal Mach Intell - LDAHash: Improved Matching with Smaller Descriptors. ( 0,672427491562413 )
Comput. Biol. Med. - MitProt-Pred: Predicting mitochondrial proteins of Plasmodium falciparum parasite using diverse physiochemical properties and ensemble classification. ( 0,672104899748724 )
IEEE Trans Image Process - Pose-invariant face recognition using Markov random fields. ( 0,671368375111226 )
IEEE Trans Image Process - Discovering thematic objects in image collections and videos. ( 0,670869407067268 )
IEEE Trans Image Process - Facial expression recognition in perceptual color space. ( 0,67084825761814 )
Comput. Biol. Med. - ProClusEnsem: predicting membrane protein types by fusing different modes of pseudo amino acid composition. ( 0,668190321302444 )
IEEE Trans Image Process - Learning-based prediction of visual attention for video signals. ( 0,666809434491675 )
IEEE Trans Image Process - Representing and retrieving video shots in human-centric brain imaging space. ( 0,665718396993403 )
IEEE Trans Image Process - Steganography using reversible texture synthesis. ( 0,66549895588725 )
IEEE Trans Image Process - Flip-invariant SIFT for copy and object detection. ( 0,6653018409851 )
IEEE Trans Image Process - USB: ultrashort binary descriptor for fast visual matching and retrieval. ( 0,664354442755559 )
IEEE Trans Image Process - Face recognition system using multiple face model of hybrid Fourier feature under uncontrolled illumination variation. ( 0,663866817037834 )
IEEE Trans Pattern Anal Mach Intell - Local Difference Binary for Ultra-fast and Distinctive Feature Description. ( 0,662948171080592 )
IEEE Trans Image Process - Global propagation of affine invariant features for robust matching. ( 0,661690473711233 )
IEEE Trans Pattern Anal Mach Intell - Statistical 3D Shape Analysis by Local Generative Descriptors. ( 0,660978106192683 )
IEEE Trans Image Process - A probabilistic approach to realistic face synthesis with a single uncalibrated image. ( 0,659938741752693 )
IEEE Trans Image Process - Boosting color feature selection for color face recognition. ( 0,659723673828043 )
IEEE Trans Pattern Anal Mach Intell - A Two-Stage Framework for 3D Face Reconstruction From RGBD Images. ( 0,65970976457496 )
Comput Methods Programs Biomed - Conditional mutual information-based feature selection for congestive heart failure recognition using heart rate variability. ( 0,658259339586422 )
IEEE Trans Image Process - Image editing with spatiograms transfer. ( 0,65813391795119 )
IEEE Trans Image Process - An attribute-assisted reranking model for web image search. ( 0,656541511240099 )
IEEE Trans Image Process - PDE-based enhancement of color images in RGB space. ( 0,656202076730629 )
IEEE Trans Image Process - Scale-invariant features for 3-D mesh models. ( 0,653926456120889 )
IEEE Trans Image Process - Angular pattern and binary angular pattern for shape retrieval. ( 0,653202421397589 )
IEEE Trans Pattern Anal Mach Intell - Retrieval-based Face Annotation by Weak Label Regularized Local Coordinate Coding. ( 0,65238388025841 )
Comput Math Methods Med - A method of protein model classification and retrieval using bag-of-visual-features. ( 0,651967400250024 )
IEEE Trans Pattern Anal Mach Intell - From Bits to Images: Inversion of Local Binary Descriptors. ( 0,648423089503751 )
Med Biol Eng Comput - Object-shape recognition and 3D reconstruction from tactile sensor images. ( 0,647869869076812 )
IEEE Trans Image Process - Rigid-motion-invariant classification of 3-D textures. ( 0,647138307356088 )
IEEE Trans Image Process - Efficient texture image retrieval using copulas in a Bayesian framework. ( 0,646992801270526 )
IEEE Trans Image Process - Text string detection from natural scenes by structure-based partition and grouping. ( 0,646847860639992 )
IEEE Trans Image Process - Fast localization of the optic disc using projection of image features. ( 0,646099106636628 )
IEEE Trans Image Process - Shape vocabulary: a robust and efficient shape representation for shape matching. ( 0,645093218304057 )
Comput Methods Programs Biomed - Region and boundary feature estimation on ultrasound images using moment invariants. ( 0,644393415412295 )
IEEE J Biomed Health Inform - Thermal imaging as a biometrics approach to facial signature authentication. ( 0,643714994586432 )
IEEE Trans Image Process - A consensus-driven approach for structure and texture aware depth map upsampling. ( 0,643105104636297 )
IEEE Trans Image Process - Semisupervised multiview distance metric learning for cartoon synthesis. ( 0,64288344687026 )
IEEE Trans Image Process - From local pixel structure to global image super-resolution: a new face hallucination framework. ( 0,641875885045211 )
IEEE Trans Image Process - Local structure-based image decomposition for feature extraction with applications to face recognition. ( 0,641014402651177 )
IEEE Trans Pattern Anal Mach Intell - Segmentation, Inference and Classification of Partially Overlapping Nanoparticles. ( 0,640590670638013 )
IEEE Trans Image Process - Modeling the subjective quality of highly contrasted videos displayed on LCD with local backlight dimming. ( 0,639727809406905 )
IEEE Trans Image Process - Human gait recognition using patch distribution feature and locality-constrained group sparse representation. ( 0,639410057344486 )
IEEE Trans Image Process - Low-resolution face tracker robust to illumination variations. ( 0,639092749456203 )
Comput Methods Programs Biomed - Texture and moments-based classification of the acrosome integrity of boar spermatozoa images. ( 0,636955417710494 )
IEEE Trans Image Process - Context-aware patch-based image inpainting using Markov random field modeling. ( 0,636869413420194 )
Comput Biol Chem - Practical halving; the Nelumbo nucifera evidence on early eudicot evolution. ( 0,635661052460174 )
Comput Math Methods Med - Computer aided quantification of pathological features for flexor tendon pulleys on microscopic images. ( 0,635399076966871 )
IEEE Trans Image Process - Accurate Iris Recognition at a Distance Using Stabilized Iris Encoding and Zernike Moments Phase Features. ( 0,634844661178838 )
IEEE J Biomed Health Inform - A new tongue colorchecker design by space representation for precise correction. ( 0,633955740664533 )
IEEE Trans Image Process - Image classification via object-aware holistic superpixel selection. ( 0,632604234001616 )