IEEE Trans Image Process - Dimensionality reduction for registration of high-dimensional data sets.

Tópicos

{ learn(2355) train(1041) set(1003) }
{ imag(2830) propos(1344) filter(1198) }
{ imag(1057) registr(996) error(939) }
{ data(1737) use(1416) pattern(1282) }
{ cost(1906) reduc(1198) effect(832) }
{ imag(1947) propos(1133) code(1026) }
{ error(1145) method(1030) estim(1020) }
{ sampl(1606) size(1419) use(1276) }
{ can(981) present(881) function(850) }
{ activ(1452) weight(1219) physic(1104) }
{ method(1219) similar(1157) match(930) }
{ network(2748) neural(1063) input(814) }
{ take(945) account(800) differ(722) }
{ method(1557) propos(1049) approach(1037) }
{ design(1359) user(1324) use(1319) }
{ control(1307) perform(991) simul(935) }
{ case(1353) use(1143) diagnosi(1136) }
{ howev(809) still(633) remain(590) }
{ studi(1410) differ(1259) use(1210) }
{ system(1050) medic(1026) inform(1018) }
{ model(2341) predict(2261) use(1141) }
{ patient(2837) hospit(1953) medic(668) }
{ age(1611) year(1155) adult(843) }
{ signal(2180) analysi(812) frequenc(800) }
{ gene(2352) biolog(1181) express(1162) }
{ data(3008) multipl(1320) sourc(1022) }
{ drug(1928) target(777) effect(648) }
{ result(1111) use(1088) new(759) }
{ estim(2440) model(1874) function(577) }
{ model(3404) distribut(989) bayesian(671) }
{ 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) }
{ imag(2675) segment(2577) method(1081) }
{ patient(2315) diseas(1263) diabet(1191) }
{ studi(2440) review(1878) systemat(933) }
{ motion(1329) object(1292) video(1091) }
{ assess(1506) score(1403) qualiti(1306) }
{ treatment(1704) effect(941) patient(846) }
{ surgeri(1148) surgic(1085) robot(1054) }
{ framework(1458) process(801) describ(734) }
{ problem(2511) optim(1539) algorithm(950) }
{ 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) }
{ 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) }
{ featur(1941) imag(1645) propos(1176) }
{ data(3963) clinic(1234) research(1004) }
{ risk(3053) factor(974) diseas(938) }
{ perform(999) metric(946) measur(919) }
{ research(1085) discuss(1038) issu(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) }
{ spatial(1525) area(1432) region(1030) }
{ 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) }
{ model(2656) set(1616) predict(1553) }
{ data(2317) use(1299) case(1017) }
{ medic(1828) order(1363) alert(1069) }
{ group(2977) signific(1463) compar(1072) }
{ first(2504) two(1366) second(1323) }
{ 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) }
{ analysi(2126) use(1163) compon(1037) }
{ 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) }
{ use(1733) differ(960) four(931) }
{ implement(1333) system(1263) develop(1122) }
{ survey(1388) particip(1329) question(1065) }
{ decis(3086) make(1611) patient(1517) }
{ process(1125) use(805) approach(778) }
{ method(1969) cluster(1462) data(1082) }
{ method(2212) result(1239) propos(1039) }
{ detect(2391) sensit(1101) algorithm(908) }

Resumo

Registration of two high-dimensional data sets often involves dimensionality reduction to yield a single-band image from each data set followed by pairwise image registration. We develop a new application-specific algorithm for dimensionality reduction of high-dimensional data sets such that the weighted harmonic mean of Cram?r-Rao lower bounds for the estimation of the transformation parameters for registration is minimized. The performance of the proposed dimensionality reduction algorithm is evaluated using three remotes sensing data sets. The experimental results using mutual information-based pairwise registration technique demonstrate that our proposed dimensionality reduction algorithm combines the original data sets to obtain the image pair with more texture, resulting in improved image registration.

Resumo Limpo

registr two highdimension data set often involv dimension reduct yield singleband imag data set follow pairwis imag registr develop new applicationspecif algorithm dimension reduct highdimension data set weight harmon mean cramrrao lower bound estim transform paramet registr minim perform propos dimension reduct algorithm evalu use three remot sens data set experiment result use mutual informationbas pairwis registr techniqu demonstr propos dimension reduct algorithm combin origin data set obtain imag pair textur result improv imag registr

Resumos Similares

IEEE Trans Image Process - Hyperspectral image classification through bilayer graph-based learning. ( 0,715767161042949 )
Int J Neural Syst - Structurally enhanced incremental neural learning for image classification with subgraph extraction. ( 0,707220655566849 )
IEEE Trans Pattern Anal Mach Intell - Distance-Based Image Classification: Generalizing to New Classes at Near Zero Cost. ( 0,683776883257353 )
IEEE Trans Image Process - Adaptive reconstruction of millimeter-wave radiometric images. ( 0,671272092174314 )
IEEE Trans Pattern Anal Mach Intell - Label Consistent K-SVD: Learning A Discriminative Dictionary for Recognition. ( 0,660287945839275 )
IEEE Trans Neural Netw Learn Syst - Partially shared latent factor learning with multiview data. ( 0,653510418556489 )
Neural Comput - Online learning with (multiple) kernels: a review. ( 0,648525843380518 )
IEEE Trans Pattern Anal Mach Intell - Learning with Box Kernels. ( 0,646417087299217 )
IEEE Trans Image Process - Image noise reduction via geometric multiscale ridgelet support vector transform and dictionary learning. ( 0,646168335855041 )
Int J Neural Syst - Span: spike pattern association neuron for learning spatio-temporal spike patterns. ( 0,645558515111546 )
Comput. Biol. Med. - Robust prediction of protein subcellular localization combining PCA and WSVMs. ( 0,644741358666337 )
IEEE Trans Image Process - Capacity analysis for orthogonal halftone orientation modulation channels. ( 0,638566355433217 )
IEEE Trans Image Process - Joint segmentation of images and scanned point cloud in large-scale street scenes with low-annotation cost. ( 0,633014561817035 )
IEEE Trans Image Process - Cluster-based co-saliency detection. ( 0,628684440327626 )
IEEE Trans Image Process - Local learned dictionaries optimized to edge orientation for inverse halftoning. ( 0,625264290419928 )
Neural Comput - Opening the black box: low-dimensional dynamics in high-dimensional recurrent neural networks. ( 0,623821316191371 )
IEEE Trans Image Process - Spline regression hashing for fast image search. ( 0,623716973082939 )
Neural Comput - Adaptive metric learning vector quantization for ordinal classification. ( 0,619069328376121 )
IEEE Trans Image Process - Assemble new object detector with few examples. ( 0,613364408204043 )
IEEE Trans Image Process - RASIM: a novel rotation and scale invariant matching of local image interest points. ( 0,612328456766506 )
IEEE Trans Image Process - Fast semantic diffusion for large-scale context-based image and video annotation. ( 0,611618214326762 )
J Med Syst - A stationary wavelet transform based approach to registration of planning CT and setup cone beam-CT images in radiotherapy. ( 0,611389004883704 )
Neural Comput - Unsupervised learning of generative and discriminative weights encoding elementary image components in a predictive coding model of cortical function. ( 0,606829664230767 )
IEEE Trans Image Process - Adaptive Markov random fields for joint unmixing and segmentation of hyperspectral images. ( 0,605961586950318 )
Comput Math Methods Med - Tracking lung tumors in orthogonal X-rays. ( 0,601855098759997 )
J Am Med Inform Assoc - Active learning for clinical text classification: is it better than random sampling? ( 0,597972388362269 )
IEEE Trans Image Process - Multiview Hessian regularization for image annotation. ( 0,597607001963241 )
IEEE Trans Image Process - Robust image deblurring with an inaccurate blur kernel. ( 0,596098696684722 )
Neural Comput - Computing sparse representations of multidimensional signals using Kronecker bases. ( 0,591541229976862 )
Comput Math Methods Med - On multilabel classification methods of incompletely labeled biomedical text data. ( 0,59151558605385 )
Neural Comput - Enhanced gradient for training restricted Boltzmann machines. ( 0,587791289372768 )
J. Comput. Biol. - Locally learning biomedical data using diffusion frames. ( 0,584656924853519 )
IEEE Trans Image Process - Contextual kernel and spectral methods for learning the semantics of images. ( 0,583340617755036 )
J Med Syst - 3D similarity-dissimilarity plot for high dimensional data visualization in the context of biomedical pattern classification. ( 0,579829815495329 )
IEEE Trans Image Process - Geodesic propagation for semantic labeling. ( 0,579253175256705 )
Int J Neural Syst - Singular spectrum analysis and adaptive filtering enhance the functional connectivity analysis of resting state fMRI data. ( 0,578372237400474 )
J. Comput. Biol. - Imbalanced class learning in epigenetics. ( 0,576587290601921 )
IEEE Trans Neural Netw Learn Syst - Adaptive Batch Mode Active Learning. ( 0,576488848084416 )
J Am Med Inform Assoc - Learning classification models with soft-label information. ( 0,576237849265271 )
IEEE Trans Pattern Anal Mach Intell - Learning Hierarchical Features for Scene Labeling. ( 0,572789999033651 )
Comput Methods Programs Biomed - Modified CC-LR algorithm with three diverse feature sets for motor imagery tasks classification in EEG based brain-computer interface. ( 0,572354771552731 )
IEEE Trans Image Process - Reducing the complexity of the N-FINDR algorithm for hyperspectral image analysis. ( 0,572058249968363 )
IEEE Trans Image Process - On removing interpolation and resampling artifacts in rigid image registration. ( 0,572038386489826 )
IEEE Trans Image Process - A robust fuzzy local information C-Means clustering algorithm. ( 0,571682932235926 )
IEEE Trans Image Process - Learning conditional random fields for classification of hyperspectral images. ( 0,569811327453323 )
IEEE Trans Image Process - Manifold regularized multitask learning for semi-supervised multilabel image classification. ( 0,569719081594406 )
Neural Comput - Divergence-based vector quantization. ( 0,569122149153316 )
IEEE Trans Neural Netw Learn Syst - Application of Reinforcement Learning Algorithms for the Adaptive Computation of the Smoothing Parameter for Probabilistic Neural Network. ( 0,568579384624593 )
Comput Methods Programs Biomed - Adaptive marker-free registration using a multiple point strategy for real-time and robust endoscope electromagnetic navigation. ( 0,565957417776969 )
BMC Med Inform Decis Mak - Decision tree-based learning to predict patient controlled analgesia consumption and readjustment. ( 0,565587343383707 )
IEEE Trans Image Process - Image inpainting on the basis of spectral structure from 2-D nonharmonic analysis. ( 0,565224924636958 )
IEEE Trans Image Process - Supervised ordering in IRp: application to morphological processing of hyperspectral images. ( 0,564994136926558 )
Med Decis Making - The Impact of Oversampling with SMOTE on the Performance of 3 Classifiers in Prediction of Type 2 Diabetes. ( 0,56349974455932 )
Int J Neural Syst - Aggregation of sparse linear discriminant analyses for event-related potential classification in brain-computer interface. ( 0,562378423329676 )
Comput Methods Programs Biomed - Multistage approach for clustering and classification of ECG data. ( 0,562144689470603 )
IEEE Trans Neural Netw Learn Syst - Hyperparameter Selection for Gaussian Process One-Class Classification. ( 0,561956375672984 )
IEEE Trans Image Process - A linear support higher-order tensor machine for classification. ( 0,560495504135873 )
IEEE Trans Neural Netw Learn Syst - Targeting accurate object extraction from an image: a comprehensive study of natural image matting. ( 0,559450749946131 )
IEEE Trans Pattern Anal Mach Intell - Iterative Quantization: A Procrustean Approach to Learning Binary Codes for Large-scale Image Retrieval. ( 0,558504539761515 )
IEEE Trans Image Process - A two-channel overlapped block transform for image compression. ( 0,558400542782775 )
IEEE Trans Image Process - Integrating segmentation information for improved MRF-based elastic image registration. ( 0,55729088071858 )
IEEE Trans Pattern Anal Mach Intell - Feature Selection with Conjunctions of Decision Stumps and Learning from Microarray Data. ( 0,5572503805804 )
IEEE Trans Image Process - Active learning for solving the incomplete data problem in facial age classification by the furthest nearest-neighbor criterion. ( 0,556421286510418 )
IEEE Trans Image Process - Diverse Expected Gradient Active Learning for Relative Attributes. ( 0,554149735443335 )
Comput. Biol. Med. - A robust algorithm for removing artifacts in EEG recorded during FMRI/EEG study. ( 0,552757441219287 )
IEEE Trans Image Process - Absolute depth estimation from a single defocused image. ( 0,55263525887691 )
Int J Med Robot - Comparison of different reconstruction algorithms for three-dimensional ultrasound imaging in a neurosurgical setting. ( 0,551553187056194 )
IEEE Trans Image Process - Noise reduction of cDNA microarray images using complex wavelets. ( 0,55099520116837 )
IEEE Trans Image Process - Denoising-enhancing images on elastic manifolds. ( 0,550472975017284 )
IEEE Trans Image Process - Unsupervised amplitude and texture classification of SAR images with multinomial latent model. ( 0,549753957584572 )
IEEE Trans Image Process - User-assisted ink-bleed reduction. ( 0,549222783118207 )
J Biomed Inform - Semi-supervised clinical text classification with Laplacian SVMs: an application to cancer case management. ( 0,549140513208415 )
Int J Comput Assist Radiol Surg - Fast rigid registration of pre-operative magnetic resonance images to intra-operative ultrasound for neurosurgery based on high confidence gradient orientations. ( 0,548807097953568 )
BMC Med Inform Decis Mak - Learning to improve medical decision making from imbalanced data without a priori cost. ( 0,548510718406921 )
IEEE Trans Image Process - Sparsity-based Poisson denoising with dictionary learning. ( 0,548396884194823 )
Neural Comput - Reduction from cost-sensitive ordinal ranking to weighted binary classification. ( 0,546967055102164 )
IEEE Trans Image Process - Improvements on Fast space-variant elliptical filtering using box splines. ( 0,546808857830569 )
IEEE J Biomed Health Inform - Systematic Poisoning Attacks on and Defenses for Machine Learning in Healthcare. ( 0,545756915451278 )
J Med Syst - A study on determining the perception of learning organisation applications by health sector workers. ( 0,545514284793953 )
Comput Math Methods Med - An efficient frequency recognition method based on likelihood ratio test for SSVEP-based BCI. ( 0,545279833743536 )
IEEE Trans Pattern Anal Mach Intell - Good Practice in Large-Scale Learning for Image Classification. ( 0,544494094620406 )
Comput. Biol. Med. - A comparison of wavelet and curvelet for breast cancer diagnosis in digital mammogram. ( 0,544228698478662 )
Artif Intell Med - A classifier ensemble approach for the missing feature problem. ( 0,544185209470257 )
Int J Neural Syst - Online semi-supervised growing neural gas. ( 0,544002254249304 )
AMIA Annu Symp Proc - Classification of medication status change in clinical narratives. ( 0,54351699864039 )
IEEE Trans Pattern Anal Mach Intell - Weakly Supervised Recognition of Daily Life Activities with Wearable Sensors. ( 0,543223751209804 )
IEEE Trans Neural Netw Learn Syst - A Kernel Classification Framework for Metric Learning. ( 0,542747481460631 )
IEEE Trans Pattern Anal Mach Intell - Unsupervised Adaptation Across Domain Shifts By Generating Intermediate Data Representations. ( 0,542283523789568 )
Comput Math Methods Med - Correlation kernels for support vector machines classification with applications in cancer data. ( 0,540039949853106 )
Comput. Biol. Med. - Sparse Manifold Clustering and Embedding to discriminate gene expression profiles of glioblastoma and meningioma tumors. ( 0,538053581053789 )
J Biomed Inform - Multi-label classification of chronically ill patients with bag of words and supervised dimensionality reduction algorithms. ( 0,537580842486474 )
IEEE Trans Image Process - Edge strength filter based color filter array interpolation. ( 0,535417006625765 )
J Chem Inf Model - Classifying large chemical data sets: using a regularized potential function method. ( 0,535358701279921 )
IEEE Trans Neural Netw Learn Syst - Discriminative embedded clustering: a framework for grouping high-dimensional data. ( 0,53526448029834 )
Int J Comput Assist Radiol Surg - An algorithm for noise correction of dual-energy computed tomography material density images. ( 0,535086788539324 )
Med Biol Eng Comput - Adaptive common average filtering for myocontrol applications. ( 0,53469099968063 )
Neural Comput - Incremental learning by message passing in hierarchical temporal memory. ( 0,53276347228401 )
IEEE Trans Pattern Anal Mach Intell - Representation Learning: A Review and New Perspectives. ( 0,532470338968113 )
IEEE Trans Neural Netw Learn Syst - Learning Stable Multilevel Dictionaries for Sparse Representations. ( 0,530676513091376 )
IEEE Trans Image Process - Design of non-linear kernel dictionaries for object recognition. ( 0,530651930685334 )