IEEE Trans Image Process - Cluster-based co-saliency detection.

Tópicos

{ featur(1941) imag(1645) propos(1176) }
{ imag(2830) propos(1344) filter(1198) }
{ learn(2355) train(1041) set(1003) }
{ method(1969) cluster(1462) data(1082) }
{ imag(1947) propos(1133) code(1026) }
{ spatial(1525) area(1432) region(1030) }
{ data(1737) use(1416) pattern(1282) }
{ imag(1057) registr(996) error(939) }
{ first(2504) two(1366) second(1323) }
{ sampl(1606) size(1419) use(1276) }
{ analysi(2126) use(1163) compon(1037) }
{ estim(2440) model(1874) function(577) }
{ model(3404) distribut(989) bayesian(671) }
{ method(1219) similar(1157) match(930) }
{ imag(2675) segment(2577) method(1081) }
{ patient(2315) diseas(1263) diabet(1191) }
{ studi(1410) differ(1259) use(1210) }
{ motion(1329) object(1292) video(1091) }
{ framework(1458) process(801) describ(734) }
{ method(1557) propos(1049) approach(1037) }
{ control(1307) perform(991) simul(935) }
{ method(984) reconstruct(947) comput(926) }
{ research(1085) discuss(1038) issu(1018) }
{ visual(1396) interact(850) tool(830) }
{ perform(1367) use(1326) method(1137) }
{ data(3008) multipl(1320) sourc(1022) }
{ can(981) present(881) function(850) }
{ use(1733) differ(960) four(931) }
{ drug(1928) target(777) effect(648) }
{ can(774) often(719) complex(702) }
{ 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) }
{ take(945) account(800) differ(722) }
{ studi(2440) review(1878) systemat(933) }
{ assess(1506) score(1403) qualiti(1306) }
{ 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) }
{ clinic(1479) use(1117) guidelin(835) }
{ algorithm(1844) comput(1787) effici(935) }
{ 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) }
{ search(2224) databas(1162) retriev(909) }
{ case(1353) use(1143) diagnosi(1136) }
{ howev(809) still(633) remain(590) }
{ data(3963) clinic(1234) research(1004) }
{ risk(3053) factor(974) diseas(938) }
{ perform(999) metric(946) measur(919) }
{ system(1050) medic(1026) inform(1018) }
{ import(1318) role(1303) understand(862) }
{ model(2341) predict(2261) use(1141) }
{ 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) }
{ 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) }
{ gene(2352) biolog(1181) express(1162) }
{ 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) }
{ health(1844) social(1437) communiti(874) }
{ structur(1116) can(940) graph(676) }
{ high(1669) rate(1365) level(1280) }
{ cancer(2502) breast(956) screen(824) }
{ use(976) code(926) identifi(902) }
{ 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) }
{ method(2212) result(1239) propos(1039) }
{ detect(2391) sensit(1101) algorithm(908) }

Resumo

Co-saliency is used to discover the common saliency on the multiple images, which is a relatively underexplored area. In this paper, we introduce a new cluster-based algorithm for co-saliency detection. Global correspondence between the multiple images is implicitly learned during the clustering process. Three visual attention cues: contrast, spatial, and corresponding, are devised to effectively measure the cluster saliency. The final co-saliency maps are generated by fusing the single image saliency and multiimage saliency. The advantage of our method is mostly bottom-up without heavy learning, and has the property of being simple, general, efficient, and effective. Quantitative and qualitative experiments result in a variety of benchmark datasets demonstrating the advantages of the proposed method over the competing co-saliency methods. Our method on single image also outperforms most the state-of-the-art saliency detection methods. Furthermore, we apply the co-saliency method on four vision applications: co-segmentation, robust image distance, weakly supervised learning, and video foreground detection, which demonstrate the potential usages of the co-saliency map.

Resumo Limpo

cosali use discov common salienc multipl imag relat underexplor area paper introduc new clusterbas algorithm cosali detect global correspond multipl imag implicit learn cluster process three visual attent cue contrast spatial correspond devis effect measur cluster salienc final cosali map generat fuse singl imag salienc multiimag salienc advantag method most bottomup without heavi learn properti simpl general effici effect quantit qualit experi result varieti benchmark dataset demonstr advantag propos method compet cosali method method singl imag also outperform stateoftheart salienc detect method furthermor appli cosali method four vision applic cosegment robust imag distanc weak supervis learn video foreground detect demonstr potenti usag cosali map

Resumos Similares

IEEE Trans Image Process - In-plane rotation and scale invariant clustering using dictionaries. ( 0,715018336337931 )
IEEE Trans Pattern Anal Mach Intell - A Two-Stage Framework for 3D Face Reconstruction From RGBD Images. ( 0,697548506298405 )
IEEE Trans Image Process - Extended coding and pooling in the HMAX model. ( 0,695466637053811 )
IEEE Trans Image Process - A consensus-driven approach for structure and texture aware depth map upsampling. ( 0,69242347654521 )
IEEE Trans Image Process - Decomposition and extraction: a new framework for visual classification. ( 0,692259076804241 )
J Med Syst - Diagnosis of diabetic retinopathy: automatic extraction of optic disc and exudates from retinal images using marker-controlled watershed transformation. ( 0,681127648511937 )
IEEE Trans Image Process - Saliency-guided color-to-gray conversion using region-based optimization. ( 0,679174625178933 )
IEEE Trans Image Process - Local learned dictionaries optimized to edge orientation for inverse halftoning. ( 0,678496909547851 )
IEEE Trans Image Process - A two-channel overlapped block transform for image compression. ( 0,678134367758917 )
IEEE Trans Image Process - Cooperative sparse representation in two opposite directions for semi-supervised image annotation. ( 0,654949300772092 )
IEEE Trans Image Process - Joint segmentation of images and scanned point cloud in large-scale street scenes with low-annotation cost. ( 0,653324889054042 )
IEEE Trans Pattern Anal Mach Intell - Image Signature: Highlighting Sparse Salient Regions. ( 0,650470697377256 )
IEEE Trans Image Process - Exploring duplicated regions in natural images. ( 0,64956126752549 )
IEEE Trans Pattern Anal Mach Intell - Effective Unconstrained Face Recognition by Combining Multiple Descriptors and Learned Background Statistics. ( 0,644873093737177 )
IEEE Trans Image Process - Wavelet modeling using finite mixtures of generalized gaussian distributions: application to texture discrimination and retrieval. ( 0,641304347826087 )
IEEE Trans Image Process - Task-dependent visual-codebook compression. ( 0,637127376285506 )
IEEE Trans Image Process - Robust reversible watermarking via clustering and enhanced pixel-wise masking. ( 0,632921869096582 )
Spat Spatiotemporal Epidemiol - Spatial clusters in a global-dependence model. ( 0,629808657544182 )
IEEE Trans Neural Netw Learn Syst - Learning Stable Multilevel Dictionaries for Sparse Representations. ( 0,629409716939976 )
IEEE Trans Image Process - Dimensionality reduction for registration of high-dimensional data sets. ( 0,628684440327626 )
IEEE Trans Image Process - Multiple kernel sparse representations for supervised and unsupervised learning. ( 0,618902276296707 )
IEEE Trans Vis Comput Graph - VisibilityCluster: Average Directional Visibility for Many-Light Rendering. ( 0,61879828234187 )
IEEE Trans Image Process - Principal visual word discovery for automatic license plate detection. ( 0,618184494013562 )
IEEE Trans Image Process - Two-dimensional maximum local variation based on image euclidean distance for face recognition. ( 0,614469458458614 )
IEEE Trans Image Process - Sparse representation with kernels. ( 0,613728159980392 )
IEEE Trans Image Process - Adaptive Markov random fields for joint unmixing and segmentation of hyperspectral images. ( 0,609850548692736 )
IEEE Trans Image Process - TurboPixel segmentation using eigen-images. ( 0,608718416490205 )
IEEE Trans Image Process - New learning based super-resolution: use of DWT and IGMRF prior. ( 0,606463670691584 )
Comput. Biol. Med. - Chaos-based color pathological image encryption scheme using one-time keys. ( 0,606150264192355 )
IEEE Trans Image Process - Practical signal-dependent noise parameter estimation from a single noisy image. ( 0,603006414686006 )
IEEE Trans Image Process - Nonlinear deconvolution of hyperspectral data with MCMC for studying the kinematics of galaxies. ( 0,601740313850841 )
IEEE Trans Image Process - Vehicle detection in aerial surveillance using dynamic Bayesian networks. ( 0,601120477818181 )
Artif Intell Med - Local binary patterns variants as texture descriptors for medical image analysis. ( 0,600480576769077 )
Int J Comput Assist Radiol Surg - Case-based fracture image retrieval. ( 0,598427401025423 )
Comput Methods Programs Biomed - Tensor based sparse decomposition of 3D shape for visual detection of mirror symmetry. ( 0,595437668937309 )
IEEE Trans Image Process - Steganography using reversible texture synthesis. ( 0,595274004118096 )
Comput Math Methods Med - Image mosaic method based on SIFT features of line segment. ( 0,593890932412138 )
IEEE Trans Image Process - A probabilistic approach for color correction in image mosaicking applications. ( 0,590326052690247 )
IEEE Trans Pattern Anal Mach Intell - Describable Visual Attributes for Face Verification and Image Search. ( 0,589613015013735 )
IEEE Trans Image Process - Combined invariants to similarity transformation and to blur using orthogonal Zernike moments. ( 0,589541341162287 )
IEEE Trans Image Process - From tiger to panda: animal head detection. ( 0,5892644489351 )
IEEE Trans Image Process - Geodesic invariant feature: a local descriptor in depth. ( 0,588010647640951 )
IEEE Trans Image Process - Boundary operation of 2-D nonseparable linear-phase paraunitary filter banks. ( 0,587728683791333 )
IEEE Trans Image Process - Regularized discriminative spectral regression method for heterogeneous face matching. ( 0,586704413533553 )
IEEE Trans Image Process - Multiscale semilocal interpolation with antialiasing. ( 0,583584712140863 )
IEEE Trans Pattern Anal Mach Intell - Label Consistent K-SVD: Learning A Discriminative Dictionary for Recognition. ( 0,583008310294286 )
IEEE Trans Image Process - Image noise reduction via geometric multiscale ridgelet support vector transform and dictionary learning. ( 0,582820130651723 )
Int J Comput Assist Radiol Surg - Phantom-based comparison of conventional versus phase-contrast mammography for LCD soft-copy diagnosis. ( 0,582404377779994 )
IEEE Trans Image Process - Bayesian texture classification based on contourlet transform and BYY harmony learning of Poisson mixtures. ( 0,582261051424953 )
IEEE Trans Image Process - Capacity analysis for orthogonal halftone orientation modulation channels. ( 0,581659134375525 )
IEEE Trans Image Process - Contextual object localization with multiple kernel nearest neighbor. ( 0,580479561861682 )
IEEE Trans Image Process - Local energy pattern for texture classification using self-adaptive quantization thresholds. ( 0,580304822332961 )
IEEE Trans Image Process - Image clustering using local discriminant models and global integration. ( 0,579845730156776 )
IEEE Trans Image Process - A new hybrid method for image approximation using the easy path wavelet transform. ( 0,578997449790945 )
IEEE Trans Pattern Anal Mach Intell - Local Pyramidal Descriptors for Image Recognition. ( 0,575665598370739 )
IEEE Trans Image Process - A robust fuzzy local information C-Means clustering algorithm. ( 0,57566412382313 )
IEEE Trans Image Process - Image multidistortion estimation. ( 0,575484200667048 )
IEEE Trans Image Process - Salient region detection by fusing bottom-up and top-down features extracted from a single image. ( 0,575227765065456 )
IEEE Trans Pattern Anal Mach Intell - Semi-Supervised Kernel Mean Shift Clustering. ( 0,573778094778277 )
IEEE Trans Image Process - Robust weighted graph transformation matching for rigid and nonrigid image registration. ( 0,57233374299529 )
IEEE Trans Image Process - Grassmannian regularized structured multi-view embedding for image classification. ( 0,571931136679613 )
IEEE Trans Image Process - Binarization of low-quality barcode images captured by mobile phones using local window of adaptive location and size. ( 0,571717639852373 )
IEEE Trans Image Process - A unified framework for multioriented text detection and recognition. ( 0,571497621843324 )
Neural Comput - Learning invariance from natural images inspired by observations in the primary visual cortex. ( 0,569718122704961 )
IEEE Trans Neural Netw Learn Syst - Robust Exemplar Extraction Using Structured Sparse Coding. ( 0,568733624525852 )
IEEE Trans Image Process - Object detection with DoG scale-space: a multiple kernel learning approach. ( 0,567980201382737 )
IEEE Trans Image Process - Photography enhancement based on the fusion of tone and color mappings in adaptive local region. ( 0,567067207120377 )
IEEE Trans Pattern Anal Mach Intell - Trainable Convolution Filters and Their Application to Face Recognition. ( 0,566177111634805 )
IEEE Trans Pattern Anal Mach Intell - Intensity-Based Image Registration by Nonparametric Local Smoothing. ( 0,565380705301327 )
IEEE Trans Image Process - Nonlinear image upsampling method based on radial basis function interpolation. ( 0,564987632108007 )
IEEE Trans Image Process - Salient region detection improved by principle component analysis and boundary information. ( 0,564935617421201 )
IEEE Trans Image Process - Robust face recognition with structurally incoherent low-rank matrix decomposition. ( 0,563887367859391 )
Artif Intell Med - Visual pattern mining in histology image collections using bag of features. ( 0,563486222021468 )
Comput Math Methods Med - A novel multiinstance learning approach for liver cancer recognition on abdominal CT images based on CPSO-SVM and IO. ( 0,563362886255811 )
IEEE Trans Pattern Anal Mach Intell - Feature Selection and Kernel Learning for Local Learning-Based Clustering. ( 0,562827237840294 )
IEEE Trans Pattern Anal Mach Intell - LDAHash: Improved Matching with Smaller Descriptors. ( 0,56236614241176 )
IEEE Trans Pattern Anal Mach Intell - Learning Hybrid Image Templates (HIT) by Information Projection. ( 0,561372053463525 )
IEEE Trans Image Process - Power-constrained contrast enhancement for emissive displays based on histogram equalization. ( 0,560815392277535 )
IEEE Trans Vis Comput Graph - Closed-Loop Feedback Illumination for Optical Inverse Tone-Mapping in Light Microscopy. ( 0,560742043725888 )
Comput Math Methods Med - Correlation kernels for support vector machines classification with applications in cancer data. ( 0,560442394409962 )
IEEE Trans Image Process - Color constancy for multiple light sources. ( 0,559290199091752 )
Artif Intell Med - Weighted spherical 1-mean with phase shift and its application in electrocardiogram discord detection. ( 0,559076694648911 )
IEEE Trans Image Process - Spline regression hashing for fast image search. ( 0,558973870783594 )
IEEE Trans Neural Netw Learn Syst - Ordinal Distance Metric Learning for Image Ranking. ( 0,557225268630201 )
IEEE Trans Image Process - Stable orthogonal local discriminant embedding for linear dimensionality reduction. ( 0,556394732913809 )
IEEE Trans Image Process - Hyperspectral image classification through bilayer graph-based learning. ( 0,555493672563426 )
IEEE Trans Image Process - Fast Hue and Range Preserving Histogram: Specification: Theory and New Algorithms for Color Image Enhancement. ( 0,55540907855438 )
IEEE Trans Image Process - Fast vanishing-point detection in unstructured environments. ( 0,555113649382181 )
J Med Syst - Directional binary wavelet patterns for biomedical image indexing and retrieval. ( 0,554985676414586 )
IEEE Trans Image Process - Adaptive color feature extraction based on image color distributions. ( 0,554460366699371 )
IEEE Trans Image Process - High-order local spatial context modeling by spatialized random forest. ( 0,554226925370813 )
IEEE Trans Image Process - Automatic dynamic texture segmentation using local descriptors and optical flow. ( 0,553427654255903 )
IEEE Trans Image Process - Edge detecting for range data using Laplacian operators. ( 0,553286186222586 )
IEEE Trans Image Process - Unsupervised amplitude and texture classification of SAR images with multinomial latent model. ( 0,552907335580864 )
IEEE Trans Pattern Anal Mach Intell - Learning Hierarchical Features for Scene Labeling. ( 0,552361926775302 )
Int J Neural Syst - Singular spectrum analysis and adaptive filtering enhance the functional connectivity analysis of resting state fMRI data. ( 0,552252247821354 )
IEEE Trans Image Process - Image sharpness assessment based on local phase coherence. ( 0,55179704498625 )
IEEE Trans Image Process - Geodesics-based image registration: applications to biological and medical images depicting concentric ring patterns. ( 0,550284177906271 )
Comput Math Methods Med - Study on construction of a medical x-ray direct digital radiography system and hybrid preprocessing methods. ( 0,549483727829823 )
IEEE Trans Neural Netw Learn Syst - Blind image quality assessment via deep learning. ( 0,547246897356821 )