IEEE Trans Image Process - A co-saliency model of image pairs.

Tópicos

{ structur(1116) can(940) graph(676) }
{ featur(1941) imag(1645) propos(1176) }
{ method(1969) cluster(1462) data(1082) }
{ method(1219) similar(1157) match(930) }
{ first(2504) two(1366) second(1323) }
{ framework(1458) process(801) describ(734) }
{ method(2212) result(1239) propos(1039) }
{ take(945) account(800) differ(722) }
{ perform(999) metric(946) measur(919) }
{ data(2317) use(1299) case(1017) }
{ group(2977) signific(1463) compar(1072) }
{ imag(2675) segment(2577) method(1081) }
{ motion(1329) object(1292) video(1091) }
{ assess(1506) score(1403) qualiti(1306) }
{ learn(2355) train(1041) set(1003) }
{ clinic(1479) use(1117) guidelin(835) }
{ search(2224) databas(1162) retriev(909) }
{ howev(809) still(633) remain(590) }
{ risk(3053) factor(974) diseas(938) }
{ research(1085) discuss(1038) issu(1018) }
{ import(1318) role(1303) understand(862) }
{ spatial(1525) area(1432) region(1030) }
{ model(3480) simul(1196) paramet(876) }
{ cost(1906) reduc(1198) effect(832) }
{ estim(2440) model(1874) function(577) }
{ detect(2391) sensit(1101) algorithm(908) }
{ model(3404) distribut(989) bayesian(671) }
{ can(774) often(719) complex(702) }
{ 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) }
{ imag(1057) registr(996) error(939) }
{ bind(1733) structur(1185) ligand(1036) }
{ sequenc(1873) structur(1644) protein(1328) }
{ featur(3375) classif(2383) classifi(1994) }
{ imag(2830) propos(1344) filter(1198) }
{ network(2748) neural(1063) input(814) }
{ patient(2315) diseas(1263) diabet(1191) }
{ studi(2440) review(1878) systemat(933) }
{ treatment(1704) effect(941) patient(846) }
{ surgeri(1148) surgic(1085) robot(1054) }
{ problem(2511) optim(1539) algorithm(950) }
{ error(1145) method(1030) estim(1020) }
{ chang(1828) time(1643) increas(1301) }
{ concept(1167) ontolog(924) domain(897) }
{ 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) }
{ 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) }
{ case(1353) use(1143) diagnosi(1136) }
{ data(3963) clinic(1234) research(1004) }
{ studi(1410) differ(1259) use(1210) }
{ 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) }
{ record(1888) medic(1808) patient(1693) }
{ health(3367) inform(1360) care(1135) }
{ 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) }
{ age(1611) year(1155) adult(843) }
{ medic(1828) order(1363) alert(1069) }
{ signal(2180) analysi(812) frequenc(800) }
{ sampl(1606) size(1419) use(1276) }
{ gene(2352) biolog(1181) express(1162) }
{ data(3008) multipl(1320) sourc(1022) }
{ 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) }
{ analysi(2126) use(1163) compon(1037) }
{ health(1844) social(1437) communiti(874) }
{ high(1669) rate(1365) level(1280) }
{ 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) }
{ decis(3086) make(1611) patient(1517) }
{ process(1125) use(805) approach(778) }
{ activ(1452) weight(1219) physic(1104) }

Resumo

In this paper, we introduce a method to detect co-saliency from an image pair that may have some objects in common. The co-saliency is modeled as a linear combination of the single-image saliency map (SISM) and the multi-image saliency map (MISM). The first term is designed to describe the local attention, which is computed by using three saliency detection techniques available in literature. To compute the MISM, a co-multilayer graph is constructed by dividing the image pair into a spatial pyramid representation. Each node in the graph is described by two types of visual descriptors, which are extracted from a representation of some aspects of local appearance, e.g., color and texture properties. In order to evaluate the similarity between two nodes, we employ a normalized single-pair SimRank algorithm to compute the similarity score. Experimental evaluation on a number of image pairs demonstrates the good performance of the proposed method on the co-saliency detection task.

Resumo Limpo

paper introduc method detect cosali imag pair may object common cosali model linear combin singleimag salienc map sism multiimag salienc map mism first term design describ local attent comput use three salienc detect techniqu avail literatur comput mism comultilay graph construct divid imag pair spatial pyramid represent node graph describ two type visual descriptor extract represent aspect local appear eg color textur properti order evalu similar two node employ normal singlepair simrank algorithm comput similar score experiment evalu number imag pair demonstr good perform propos method cosali detect task

Resumos Similares

IEEE Trans Image Process - A Geometric Framework for Rectangular Shape Detection. ( 0,809906698232345 )
IEEE Trans Image Process - Toward a unified color space for perception-based image processing. ( 0,780957195418135 )
IEEE Trans Image Process - Anisotropic morphological filters with spatially-variant structuring elements based on image-dependent gradient fields. ( 0,720360619323469 )
IEEE Trans Vis Comput Graph - Image-Based Modeling of Unwrappable Fa?ades. ( 0,718813812785936 )
IEEE Trans Image Process - 3-D curvilinear structure detection filter via structure-ball analysis. ( 0,712894169659995 )
IEEE Trans Image Process - Enhancing Low-Rank Subspace Clustering by Manifold Regularization. ( 0,704899802047273 )
IEEE Trans Vis Comput Graph - Visual Analysis of Large Graphs Using (X,Y)-clustering and Hybrid Visualizations. ( 0,695285336955684 )
IEEE Trans Image Process - High-order local spatial context modeling by spatialized random forest. ( 0,673976171773874 )
J. Comput. Biol. - Pathset graphs: a novel approach for comprehensive utilization of paired reads in genome assembly. ( 0,670350236124048 )
Comput Biol Chem - On topological indices for small RNA graphs. ( 0,664719572460718 )
J. Comput. Biol. - The approximability of shortest path-based graph orientations of protein-protein interaction networks. ( 0,658282619259581 )
IEEE Trans Image Process - Constrained and dimensionality-independent path openings. ( 0,657463757534481 )
IEEE Trans Image Process - Boundary operation of 2-D nonseparable linear-phase paraunitary filter banks. ( 0,646212263834969 )
IEEE Trans Image Process - Texture classification using dominant neighborhood structure. ( 0,645579965703454 )
IEEE Trans Image Process - Multiple kernel sparse representations for supervised and unsupervised learning. ( 0,644810754716398 )
Neural Comput - Learning a generative model of images by factoring appearance and shape. ( 0,643283472386713 )
IEEE Trans Image Process - W-tree indexing for fast visual word generation. ( 0,642278013785458 )
IEEE Trans Image Process - Hierarchical colorant-based direct binary search halftoning. ( 0,641047774537999 )
IEEE Trans Vis Comput Graph - Output-Sensitive Construction of Reeb Graphs. ( 0,636456056577509 )
IEEE Trans Image Process - Revisiting complex moments for 2-D shape representation and image normalization. ( 0,631993250577327 )
IEEE Trans Pattern Anal Mach Intell - A Robust O(n) Solution to the Perspective-n-Point Problem. ( 0,626835803829083 )
AMIA Annu Symp Proc - Synergism between the mapping projects from SNOMED CT to ICD-10 and ICD-10-CM. ( 0,622840888654906 )
IEEE Trans Image Process - Structured sparse error coding for face recognition with occlusion. ( 0,618428932453005 )
IEEE Trans Image Process - Stereo matching and view interpolation based on image domain triangulation. ( 0,616357262983474 )
IEEE J Biomed Health Inform - Local object patterns for the representation and classification of colon tissue images. ( 0,615416551241656 )
IEEE Trans Image Process - Scale- and rotation-invariant local binary pattern using scale-adaptive texton and subuniform-based circular shift. ( 0,613979146403996 )
Neural Comput - Learning intermediate-level representations of form and motion from natural movies. ( 0,613975965550356 )
IEEE Trans Pattern Anal Mach Intell - An Extended Path Following Algorithm for Graph-Matching Problem. ( 0,613201006104698 )
Neural Comput - Intrinsic graph structure estimation using graph Laplacian. ( 0,612312122757225 )
IEEE Trans Neural Netw Learn Syst - Learning a Probabilistic Topology Discovering Model for Scene Categorization. ( 0,610439897303299 )
Comput Methods Programs Biomed - Automatic detection and characterisation of retinal vessel tree bifurcations and crossovers in eye fundus images. ( 0,607342162708225 )
IEEE Trans Pattern Anal Mach Intell - Shape Analysis of Elastic Curves in Euclidean Spaces. ( 0,60317923875208 )
Res Synth Methods - Less is less: a systematic review of graph use in meta-analyses. ( 0,598210103406638 )
J Biomed Inform - Tree kernel-based protein-protein interaction extraction from biomedical literature. ( 0,597939534046952 )
IEEE Trans Vis Comput Graph - The Design Space of Implicit Hierarchy Visualization: A Survey. ( 0,596085974325326 )
Int J Comput Assist Radiol Surg - A Hessian-based filter for vascular segmentation of noisy hepatic CT scans. ( 0,595965307267329 )
J. Comput. Biol. - Detecting non-uniform clusters in large-scale interaction graphs. ( 0,595914572452309 )
IEEE Trans Image Process - Fusing local patterns of Gabor magnitude and phase for face recognition. ( 0,594549673835614 )
IEEE Trans Pattern Anal Mach Intell - Learning Hybrid Image Templates (HIT) by Information Projection. ( 0,594101450166278 )
IEEE Trans Image Process - Robust face representation using hybrid spatial feature interdependence matrix. ( 0,592294620157167 )
IEEE Trans Image Process - Color texture classification using shortest paths in graphs. ( 0,590454467604731 )
Brief. Bioinformatics - Computational methods for Gene Orthology inference. ( 0,589801236923438 )
IEEE Trans Image Process - Integrated segmentation and interpolation of sparse data. ( 0,584849581714095 )
IEEE Trans Image Process - Design and optimization of color lookup tables on a simplex topology. ( 0,582518586136529 )
J. Comput. Biol. - Paired de bruijn graphs: a novel approach for incorporating mate pair information into genome assemblers. ( 0,581430940062479 )
IEEE Trans Vis Comput Graph - Point-Based Visualization for Large Hierarchies. ( 0,579504969903897 )
Comput Math Methods Med - A machine learning approach for specification of spinal cord injuries using fractional anisotropy values obtained from diffusion tensor images. ( 0,577914175943168 )
Int J Neural Syst - Retrieval of noisy fingerprint patterns using metric attractor networks. ( 0,577205732882645 )
J Biomed Inform - Decision support from local data: creating adaptive order menus from past clinician behavior. ( 0,57683599791483 )
Neural Comput - A network of spiking neurons for computing sparse representations in an energy-efficient way. ( 0,576552926492908 )
IEEE Trans Image Process - Directional lapped orthogonal transform: theory and design. ( 0,574403304997184 )
IEEE Trans Pattern Anal Mach Intell - Trinary-Projection Trees for Approximate Nearest Neighbor Search. ( 0,573560195373347 )
IEEE Trans Pattern Anal Mach Intell - The Sum-over-Forests Density Index: Identifying Dense Regions in a Graph. ( 0,572356862986592 )
IEEE Trans Image Process - A comparative review of component tree computation algorithms. ( 0,572307314714588 )
IEEE Trans Vis Comput Graph - Drawing-Based Procedural Modeling of Chinese Architectures. ( 0,572292914703363 )
Neural Comput - Spontaneous clustering via minimum -divergence. ( 0,571734341705763 )
IEEE Trans Image Process - Nonnegative local coordinate factorization for image representation. ( 0,571590588364606 )
Comput Methods Programs Biomed - TreeVis: a MATLAB-based tool for tree visualization. ( 0,570214931142862 )
J Med Syst - Manual refinement system for graph-based segmentation results in the medical domain. ( 0,568686429694914 )
IEEE Trans Image Process - Discovering discriminative graphlets for aerial image categories recognition. ( 0,56822219008576 )
IEEE Trans Image Process - Establishing point correspondence of 3D faces via sparse facial deformable model. ( 0,565329003180483 )
IEEE Trans Vis Comput Graph - A Graph-Based Interface for Visual Analytics of 3D Streamlines and Pathlines. ( 0,564702554319469 )
Int J Neural Syst - Adaptive k-means algorithm for overlapped graph clustering. ( 0,564644039937548 )
IEEE Trans Image Process - Image clustering using local discriminant models and global integration. ( 0,563403465403519 )
Int J Comput Assist Radiol Surg - Complete fully automatic model-based segmentation of normal and pathological lymph nodes in CT data. ( 0,562493934956501 )
IEEE Trans Image Process - Harmonic active contours. ( 0,562479786245891 )
IEEE Trans Image Process - Face recognition by exploring information jointly in space, scale and orientation. ( 0,562290719802916 )
IEEE Trans Pattern Anal Mach Intell - C^4: Exploring Multiple Solutions in Graphical Models by Cluster Sampling. ( 0,560685551411335 )
IEEE Trans Pattern Anal Mach Intell - Spatially-Constrained Similarity Measure for Large-Scale Object Retrieval. ( 0,558545919905798 )
IEEE Trans Vis Comput Graph - SuperMatching: Feature Matching Using Supersymmetric Geometric Constraints. ( 0,558545361359599 )
IEEE Trans Image Process - Connected filtering based on multivalued component-trees. ( 0,556075904517982 )
IEEE Trans Image Process - Geodesic invariant feature: a local descriptor in depth. ( 0,554147366388263 )
IEEE Trans Pattern Anal Mach Intell - Segmentation, Inference and Classification of Partially Overlapping Nanoparticles. ( 0,553696156785394 )
IEEE Trans Image Process - Histogram contextualization. ( 0,553596945259825 )
IEEE Trans Neural Netw Learn Syst - Nonlinear Topological Component Analysis: Application to Age-Invariant Face Recognition. ( 0,552690634950605 )
Comput. Biol. Med. - Automating fault tolerance in high-performance computational biological jobs using multi-agent approaches. ( 0,551968551460962 )
J. Comput. Biol. - Random matrix approach to the distribution of genomic distance. ( 0,550941819653647 )
IEEE Trans Pattern Anal Mach Intell - LDAHash: Improved Matching with Smaller Descriptors. ( 0,550759762948736 )
IEEE Trans Image Process - General road detection from a single image. ( 0,550744177396521 )
IEEE Trans Image Process - Subspaces indexing model on Grassmann manifold for image search. ( 0,550120173457919 )
IEEE Trans Image Process - Topology preserving warping of 3-D binary images according to continuous one-to-one mappings. ( 0,548072125340995 )
IEEE Trans Pattern Anal Mach Intell - Learning Nonlinear Functions Using Regularized Greedy Forest. ( 0,547840258711533 )
IEEE Trans Image Process - Generalized probabilistic scale space for image restoration. ( 0,547166159454484 )
IEEE Trans Image Process - A consensus-driven approach for structure and texture aware depth map upsampling. ( 0,546896621512431 )
IEEE Trans Image Process - A novel local pattern descriptor--local vector pattern in high-order derivative space for face recognition. ( 0,546844708123342 )
J Biomed Inform - Enabling the use of hereditary information from pedigree tools in medical knowledge-based systems. ( 0,546443522590852 )
IEEE Trans Image Process - Vehicle detection in aerial surveillance using dynamic Bayesian networks. ( 0,546398443932298 )
IEEE Trans Image Process - Object segmentation of database images by dual multiscale morphological reconstructions and retrieval applications. ( 0,546117071022814 )
IEEE Trans Pattern Anal Mach Intell - Time Series Analysis Using Geometric Template Matching. ( 0,545868787618691 )
J Chem Inf Model - Template CoMFA: the 3D-QSAR Grail? ( 0,545705184057584 )
IEEE Trans Vis Comput Graph - GPU-based Multilevel Clustering. ( 0,544166481360538 )
IEEE Trans Pattern Anal Mach Intell - Multi-View Face Detection and Registration Requiring Minimal Manual Intervention. ( 0,542222190044052 )
IEEE Trans Image Process - Color constancy using 3D scene geometry derived from a single image. ( 0,541881149822797 )
Spat Spatiotemporal Epidemiol - Spatial clusters in a global-dependence model. ( 0,541431187905098 )
IEEE Trans Image Process - The segmentation of 3D images using the random walking technique on a randomly created image adjacency graph. ( 0,540554207055141 )
IEEE Trans Image Process - Multilinear supervised neighborhood embedding of a local descriptor tensor for scene/object recognition. ( 0,53973711024849 )
IEEE Trans Image Process - Semantics-preserving bag-of-words models and applications. ( 0,538654242074433 )
IEEE Trans Image Process - Image segmentation by MAP-ML estimations. ( 0,538611042268944 )
IEEE Trans Vis Comput Graph - A Structure-Based Distance Metric for High-Dimensional Space Exploration with Multi-Dimensional Scaling. ( 0,537727756146348 )
IEEE Trans Pattern Anal Mach Intell - Graph Regularized Nonnegative Matrix Factorization for Data Representation. ( 0,536957468347172 )