IEEE Trans Image Process - Context-dependent logo matching and recognition.

Tópicos

{ featur(1941) imag(1645) propos(1176) }
{ problem(2511) optim(1539) algorithm(950) }
{ search(2224) databas(1162) retriev(909) }
{ imag(2675) segment(2577) method(1081) }
{ imag(1947) propos(1133) code(1026) }
{ framework(1458) process(801) describ(734) }
{ studi(1410) differ(1259) use(1210) }
{ system(1976) rule(880) can(841) }
{ assess(1506) score(1403) qualiti(1306) }
{ learn(2355) train(1041) set(1003) }
{ intervent(3218) particip(2042) group(1664) }
{ result(1111) use(1088) new(759) }
{ motion(1329) object(1292) video(1091) }
{ chang(1828) time(1643) increas(1301) }
{ concept(1167) ontolog(924) domain(897) }
{ control(1307) perform(991) simul(935) }
{ case(1353) use(1143) diagnosi(1136) }
{ perform(999) metric(946) measur(919) }
{ research(1085) discuss(1038) issu(1018) }
{ model(2341) predict(2261) use(1141) }
{ spatial(1525) area(1432) region(1030) }
{ research(1218) medic(880) student(794) }
{ high(1669) rate(1365) level(1280) }
{ model(3404) distribut(989) bayesian(671) }
{ can(774) often(719) complex(702) }
{ data(1737) use(1416) pattern(1282) }
{ 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) }
{ imag(2830) propos(1344) filter(1198) }
{ network(2748) neural(1063) input(814) }
{ patient(2315) diseas(1263) diabet(1191) }
{ take(945) account(800) differ(722) }
{ studi(2440) review(1878) systemat(933) }
{ treatment(1704) effect(941) patient(846) }
{ surgeri(1148) surgic(1085) robot(1054) }
{ error(1145) method(1030) estim(1020) }
{ clinic(1479) use(1117) guidelin(835) }
{ algorithm(1844) comput(1787) effici(935) }
{ extract(1171) text(1153) clinic(932) }
{ method(1557) propos(1049) approach(1037) }
{ 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) }
{ howev(809) still(633) remain(590) }
{ data(3963) clinic(1234) research(1004) }
{ risk(3053) factor(974) diseas(938) }
{ system(1050) medic(1026) inform(1018) }
{ import(1318) role(1303) understand(862) }
{ 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) }
{ 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) }
{ 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) }
{ 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) }
{ data(3008) multipl(1320) sourc(1022) }
{ first(2504) two(1366) second(1323) }
{ 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) }
{ structur(1116) can(940) graph(676) }
{ cancer(2502) breast(956) screen(824) }
{ use(976) code(926) identifi(902) }
{ 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) }
{ process(1125) use(805) approach(778) }
{ activ(1452) weight(1219) physic(1104) }
{ method(1969) cluster(1462) data(1082) }
{ method(2212) result(1239) propos(1039) }
{ detect(2391) sensit(1101) algorithm(908) }

Resumo

We contribute, through this paper, to the design of a novel variational framework able to match and recognize multiple instances of multiple reference logos in image archives. Reference logos and test images are seen as constellations of local features (interest points, regions, etc.) and matched by minimizing an energy function mixing: 1) a fidelity term that measures the quality of feature matching, 2) a neighborhood criterion that captures feature co-occurrence/geometry, and 3) a regularization term that controls the smoothness of the matching solution. We also introduce a detection/recognition procedure and study its theoretical consistency. Finally, we show the validity of our method through extensive experiments on the challenging MICC-Logos dataset. Our method overtakes, by 20%, baseline as well as state-of-the-art matching/recognition procedures.

Resumo Limpo

contribut paper design novel variat framework abl match recogn multipl instanc multipl refer logo imag archiv refer logo test imag seen constel local featur interest point region etc match minim energi function mix fidel term measur qualiti featur match neighborhood criterion captur featur cooccurrencegeometri regular term control smooth match solut also introduc detectionrecognit procedur studi theoret consist final show valid method extens experi challeng micclogo dataset method overtak baselin well stateoftheart matchingrecognit procedur

Resumos Similares

IEEE Trans Image Process - Sparse tensor discriminant analysis. ( 0,832841742329984 )
IEEE Trans Image Process - Incorporating patch subspace model in Mumford-Shah type active contours. ( 0,827902232458395 )
IEEE Trans Image Process - Ordinal feature selection for iris and palmprint recognition. ( 0,810803774624484 )
IEEE Trans Image Process - Generalized random walks for fusion of multi-exposure images. ( 0,788441904006049 )
IEEE Trans Image Process - Nonnegative Tensor Co-Factorization and Its Unified Solution. ( 0,782590992577 )
IEEE Trans Image Process - Very low resolution face recognition problem. ( 0,780872802026969 )
IEEE Trans Pattern Anal Mach Intell - A Markov Random Field Groupwise Registration Framework for Face Recognition. ( 0,769411917162928 )
IEEE Trans Image Process - Pose-invariant face recognition using Markov random fields. ( 0,755901802894452 )
IEEE Trans Image Process - Cascade category-aware visual search. ( 0,746094046958761 )
IEEE Trans Vis Comput Graph - ViSizer: A Visualization Resizing Framework. ( 0,741078050487308 )
IEEE Trans Image Process - Object segmentation of database images by dual multiscale morphological reconstructions and retrieval applications. ( 0,74086189938579 )
IEEE Trans Image Process - Harmonic active contours. ( 0,740774071243031 )
IEEE Trans Image Process - Direct discriminant locality preserving projection with Hammerstein polynomial expansion. ( 0,739845659099299 )
IEEE Trans Image Process - Variational region-based segmentation using multiple texture statistics. ( 0,733132888673317 )
IEEE Trans Image Process - Scale-invariant features and polar descriptors in omnidirectional imaging. ( 0,732583445627188 )
IEEE Trans Image Process - Tensor discriminant color space for face recognition. ( 0,732090936915255 )
IEEE Trans Image Process - Landmark image super-resolution by retrieving web images. ( 0,732021090280701 )
IEEE Trans Image Process - Discriminant learning through multiple principal angles for visual recognition. ( 0,72764497030817 )
IEEE Trans Image Process - Combining LBP difference and feature correlation for texture description. ( 0,725539613863181 )
IEEE Trans Image Process - Image editing with spatiograms transfer. ( 0,723284373760478 )
IEEE Trans Image Process - Nonnegative local coordinate factorization for image representation. ( 0,722950497122283 )
IEEE Trans Image Process - Robust face representation using hybrid spatial feature interdependence matrix. ( 0,722215164854894 )
IEEE Trans Pattern Anal Mach Intell - A Tensor-Based Algorithm for High-Order Graph Matching. ( 0,721093530227261 )
IEEE Trans Image Process - Coupled dictionary training for image super-resolution. ( 0,720461380083636 )
IEEE Trans Pattern Anal Mach Intell - Retrieval-based Face Annotation by Weak Label Regularized Local Coordinate Coding. ( 0,714377946215484 )
IEEE Trans Image Process - Spatially optimized data-level fusion of texture and shape for face recognition. ( 0,711700499487733 )
IEEE Trans Pattern Anal Mach Intell - Linear Scale and Rotation Invariant Matching. ( 0,708605821642444 )
IEEE Trans Image Process - From local pixel structure to global image super-resolution: a new face hallucination framework. ( 0,708140531652824 )
IEEE Trans Image Process - Robust face recognition with structurally incoherent low-rank matrix decomposition. ( 0,708094629148022 )
Med Biol Eng Comput - Quantitative color analysis for capillaroscopy image segmentation. ( 0,700894569055109 )
IEEE Trans Image Process - Adaptive dictionary learning in sparse gradient domain for image recovery. ( 0,699986497304282 )
IEEE Trans Pattern Anal Mach Intell - LDAHash: Improved Matching with Smaller Descriptors. ( 0,698846814400579 )
IEEE Trans Image Process - Region merging techniques using information theory statistical measures. ( 0,696177425877681 )
IEEE Trans Image Process - A feature-based learning framework for accurate prostate localization in CT images. ( 0,694355454312523 )
IEEE Trans Pattern Anal Mach Intell - Shape Representation and Registration in Vector Implicit Spaces: Adopting a Closed Form Solution in the Optimization Process. ( 0,694070294788298 )
IEEE Trans Image Process - Context-aware patch-based image inpainting using Markov random field modeling. ( 0,691940186064939 )
IEEE Trans Image Process - Edge-SIFT: discriminative binary descriptor for scalable partial-duplicate mobile search. ( 0,691781843378 )
IEEE Trans Pattern Anal Mach Intell - A Closed-Form Solution to Retinex with Nonlocal Texture Constraints. ( 0,690213456252777 )
IEEE Trans Pattern Anal Mach Intell - A Search-and-Validate Method for Face Identification from Single Line Drawings. ( 0,69009310731957 )
IEEE Trans Image Process - Color local texture features for color face recognition. ( 0,689479175264484 )
IEEE Trans Image Process - Coupled kernel embedding for low resolution face image recognition. ( 0,689227628919071 )
IEEE Trans Image Process - Normalization of face illumination based on large-and small-scale features. ( 0,688564141211493 )
IEEE Trans Image Process - Multilinear supervised neighborhood embedding of a local descriptor tensor for scene/object recognition. ( 0,688186545156364 )
IEEE Trans Image Process - Pareto-depth for multiple-query image retrieval. ( 0,687871486616015 )
Comput. Biol. Med. - Texture feature extraction based on a uniformity estimation method for local brightness and structure in chest CT images. ( 0,686142261659775 )
IEEE Trans Pattern Anal Mach Intell - Learning Discriminant Face Descriptor. ( 0,685902337929967 )
IEEE Trans Image Process - Enhanced local texture feature sets for face recognition under difficult lighting conditions. ( 0,684290155126408 )
IEEE Trans Image Process - Scale- and rotation-invariant local binary pattern using scale-adaptive texton and subuniform-based circular shift. ( 0,684238203190191 )
J Med Syst - Comparison of several texture features for tumor detection in CE images. ( 0,684162873216225 )
IEEE Trans Pattern Anal Mach Intell - Intrinsic Image Decomposition Using a Sparse Representation of Reflectance. ( 0,683753855772881 )
IEEE Trans Image Process - Coupled binary embedding for large-scale image retrieval. ( 0,683709709796839 )
IEEE Trans Image Process - Sparse representation with kernels. ( 0,683675119389922 )
IEEE Trans Image Process - HSOG: a novel local image descriptor based on histograms of the second-order gradients. ( 0,683547395547207 )
IEEE Trans Image Process - Discovering discriminative graphlets for aerial image categories recognition. ( 0,68190431206197 )
IEEE Trans Image Process - Subspace-based discrete transform encoded local binary patterns representations for robust periocular matching on NIST's face recognition grand challenge. ( 0,680127505816839 )
IEEE Trans Image Process - Local color vector binary patterns from multichannel face images for face recognition. ( 0,679728259683456 )
IEEE Trans Image Process - Image segmentation by MAP-ML estimations. ( 0,677304752236536 )
IEEE Trans Pattern Anal Mach Intell - What Makes a Photograph Memorable? ( 0,676634596590267 )
IEEE Trans Image Process - Comments on A robust fuzzy local information C-means clustering algorithm. ( 0,675712969364305 )
IEEE Trans Image Process - Local directional number pattern for face analysis: face and expression recognition. ( 0,675482517796621 )
IEEE Trans Image Process - Coupled variational image decomposition and restoration model for blurred cartoon-plus-texture images with missing pixels. ( 0,674532266361917 )
J Med Syst - Directional binary wavelet patterns for biomedical image indexing and retrieval. ( 0,673115157739779 )
Comput Methods Programs Biomed - Region and boundary feature estimation on ultrasound images using moment invariants. ( 0,673027021613758 )
IEEE Trans Pattern Anal Mach Intell - Intensity-Based Image Registration by Nonparametric Local Smoothing. ( 0,672544368397658 )
IEEE Trans Image Process - A novel local pattern descriptor--local vector pattern in high-order derivative space for face recognition. ( 0,670923293445762 )
Comput Math Methods Med - Membership-degree preserving discriminant analysis with applications to face recognition. ( 0,667953746421007 )
IEEE Trans Image Process - Shape vocabulary: a robust and efficient shape representation for shape matching. ( 0,667521115797847 )
IEEE Trans Pattern Anal Mach Intell - Scalable Face Image Retrieval with Identity-Based Quantization and Multireference Reranking. ( 0,666978664343371 )
IEEE Trans Image Process - USB: ultrashort binary descriptor for fast visual matching and retrieval. ( 0,666294176128241 )
IEEE Trans Pattern Anal Mach Intell - Learning Hybrid Image Templates (HIT) by Information Projection. ( 0,664782694891016 )
Artif Intell Med - Scattering features for lung cancer detection in fibered confocal fluorescence microscopy images. ( 0,664458107527509 )
IEEE Trans Image Process - Human gait recognition using patch distribution feature and locality-constrained group sparse representation. ( 0,66438287236917 )
IEEE Trans Image Process - Extracting multiple features in the CID color space for face recognition. ( 0,664217497183272 )
IEEE J Biomed Health Inform - Local object patterns for the representation and classification of colon tissue images. ( 0,662600348360848 )
IEEE Trans Image Process - An orientation inference framework for surface reconstruction from unorganized point clouds. ( 0,662428092746642 )
Comput Methods Programs Biomed - Texture and moments-based classification of the acrosome integrity of boar spermatozoa images. ( 0,662326342746468 )
Comput Methods Programs Biomed - Conditional mutual information-based feature selection for congestive heart failure recognition using heart rate variability. ( 0,660826469448756 )
IEEE Trans Image Process - Fusing local patterns of Gabor magnitude and phase for face recognition. ( 0,660066328838137 )
IEEE Trans Image Process - Common feature discriminant analysis for matching infrared face images to optical face images. ( 0,659246590926901 )
IEEE Trans Pattern Anal Mach Intell - Meta-Recognition: The Theory and Practice of Recognition Score Analysis. ( 0,658802075865139 )
IEEE Trans Image Process - Representing and retrieving video shots in human-centric brain imaging space. ( 0,658669602917985 )
IEEE Trans Image Process - Face recognition using ensemble string matching. ( 0,658112443493778 )
IEEE Trans Image Process - Large-margin Learning of Compact Binary Image Encodings. ( 0,655522627397251 )
Comput Math Methods Med - Computer aided quantification of pathological features for flexor tendon pulleys on microscopic images. ( 0,655259677732412 )
IEEE Trans Pattern Anal Mach Intell - Statistical 3D Shape Analysis by Local Generative Descriptors. ( 0,655184485415076 )
IEEE Trans Pattern Anal Mach Intell - Iris Matching Based on Personalized Weight Map. ( 0,654683599785219 )
IEEE Trans Image Process - K-NN regression to improve statistical feature extraction for texture retrieval. ( 0,654422834931247 )
IEEE Trans Image Process - Face recognition by exploring information jointly in space, scale and orientation. ( 0,654158986316858 )
IEEE Trans Image Process - Angular pattern and binary angular pattern for shape retrieval. ( 0,654113033521639 )
IEEE Trans Image Process - Context-aware sparse decomposition for image denoising and super-resolution. ( 0,654032703204946 )
IEEE Trans Image Process - An attribute-assisted reranking model for web image search. ( 0,653710348640686 )
IEEE Trans Pattern Anal Mach Intell - Transform-Invariant PCA: A Unified Approach to Fully Automatic Face Alignment, Representation, and Recognition. ( 0,652965026280593 )
IEEE Trans Image Process - Local energy pattern for texture classification using self-adaptive quantization thresholds. ( 0,652842925124581 )
IEEE Trans Image Process - Boosting color feature selection for color face recognition. ( 0,652537553222481 )
IEEE Trans Image Process - Semantic pyramids for gender and action recognition. ( 0,652461021995226 )
Med Biol Eng Comput - Object-shape recognition and 3D reconstruction from tactile sensor images. ( 0,651504306551743 )
IEEE Trans Image Process - Geodesics-based image registration: applications to biological and medical images depicting concentric ring patterns. ( 0,651099599812764 )
IEEE Trans Pattern Anal Mach Intell - Local Pyramidal Descriptors for Image Recognition. ( 0,650752415549531 )
IEEE Trans Pattern Anal Mach Intell - Maximum Correntropy Criterion for Robust Face Recognition. ( 0,650436265986772 )
IEEE Trans Image Process - Establishing point correspondence of 3D faces via sparse facial deformable model. ( 0,649638149955652 )