IEEE Trans Image Process - On regularized reconstruction of vector fields.

Tópicos

{ problem(2511) optim(1539) algorithm(950) }
{ learn(2355) train(1041) set(1003) }
{ research(1085) discuss(1038) issu(1018) }
{ general(901) number(790) one(736) }
{ network(2748) neural(1063) input(814) }
{ method(984) reconstruct(947) comput(926) }
{ imag(1947) propos(1133) code(1026) }
{ sequenc(1873) structur(1644) protein(1328) }
{ framework(1458) process(801) describ(734) }
{ spatial(1525) area(1432) region(1030) }
{ first(2504) two(1366) second(1323) }
{ can(981) present(881) function(850) }
{ system(1976) rule(880) can(841) }
{ measur(2081) correl(1212) valu(896) }
{ imag(2675) segment(2577) method(1081) }
{ studi(2440) review(1878) systemat(933) }
{ method(1557) propos(1049) approach(1037) }
{ control(1307) perform(991) simul(935) }
{ featur(1941) imag(1645) propos(1176) }
{ studi(1410) differ(1259) use(1210) }
{ model(2656) set(1616) predict(1553) }
{ data(2317) use(1299) case(1017) }
{ activ(1138) subject(705) human(624) }
{ time(1939) patient(1703) rate(768) }
{ structur(1116) can(940) graph(676) }
{ result(1111) use(1088) new(759) }
{ survey(1388) particip(1329) question(1065) }
{ estim(2440) model(1874) function(577) }
{ model(3404) distribut(989) bayesian(671) }
{ can(774) often(719) complex(702) }
{ data(1737) use(1416) pattern(1282) }
{ inform(2794) health(2639) internet(1427) }
{ imag(1057) registr(996) error(939) }
{ bind(1733) structur(1185) ligand(1036) }
{ method(1219) similar(1157) match(930) }
{ featur(3375) classif(2383) classifi(1994) }
{ imag(2830) propos(1344) filter(1198) }
{ patient(2315) diseas(1263) diabet(1191) }
{ take(945) account(800) differ(722) }
{ motion(1329) object(1292) video(1091) }
{ assess(1506) score(1403) qualiti(1306) }
{ treatment(1704) effect(941) patient(846) }
{ surgeri(1148) surgic(1085) robot(1054) }
{ 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) }
{ 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) }
{ 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) }
{ research(1218) medic(880) student(794) }
{ patient(2837) hospit(1953) medic(668) }
{ 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) }
{ intervent(3218) particip(2042) group(1664) }
{ patient(1821) servic(1111) care(1106) }
{ use(2086) technolog(871) perceiv(783) }
{ 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) }
{ implement(1333) system(1263) develop(1122) }
{ 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

In this paper, we give a general characterization of regularization functionals for vector field reconstruction, based on the requirement that the said functionals satisfy certain geometric invariance properties with respect to transformations of the coordinate system. In preparation for our general result, we also address some commonalities of invariant regularization in scalar and vector settings, and give a complete account of invariant regularization for scalar fields, before focusing on their main points of difference, which lead to a distinct class of regularization operators in the vector case. Finally, as an illustration of potential, we formulate and compare quadratic (L(2)) and total-variation-type (L(1)) regularized denoising of vector fields in the proposed framework.

Resumo Limpo

paper give general character regular function vector field reconstruct base requir said function satisfi certain geometr invari properti respect transform coordin system prepar general result also address common invari regular scalar vector set give complet account invari regular scalar field focus main point differ lead distinct class regular oper vector case final illustr potenti formul compar quadrat l totalvariationtyp l regular denois vector field propos framework

Resumos Similares

IEEE Trans Image Process - Blur and illumination robust face recognition via set-theoretic characterization. ( 0,710522787053219 )
IEEE Trans Pattern Anal Mach Intell - Learning Categories from Few Examples with Multi Model Knowledge Transfer. ( 0,701204295143643 )
Neural Comput - Guaranteed classification via regularized similarity learning. ( 0,695085258505475 )
IEEE Trans Neural Netw Learn Syst - Online Sequential Extreme Learning Machine With Kernels. ( 0,685737134479269 )
IEEE Trans Neural Netw Learn Syst - Scalable Nonparametric Low-Rank Kernel Learning Using Block Coordinate Descent. ( 0,676442911336277 )
IEEE Trans Neural Netw Learn Syst - Learning With Mixed Hard/Soft Pointwise Constraints. ( 0,675785390287177 )
Neural Comput - Learning rates of lq coefficient regularization learning with gaussian kernel. ( 0,675205926092723 )
IEEE Trans Neural Netw Learn Syst - Comparison of l1-Norm SVR and Sparse Coding Algorithms for Linear Regression. ( 0,670166253266713 )
Neural Comput - Computing sparse representations of multidimensional signals using Kronecker bases. ( 0,653327418959506 )
Neural Comput - Multiple spectral kernel learning and a gaussian complexity computation. ( 0,653319244945871 )
Neural Comput - A proof of convergence of the concave-convex procedure using Zangwill's theory. ( 0,65299223706277 )
IEEE Trans Image Process - Deconvolving images with unknown boundaries using the alternating direction method of multipliers. ( 0,651434736369881 )
Comput Biol Chem - A hyper-heuristic for the Longest Common Subsequence problem. ( 0,651146259075477 )
Neural Comput - Learning with boundary conditions. ( 0,651146259075477 )
Neural Comput - Representing objects, relations, and sequences. ( 0,640825194552295 )
IEEE Trans Pattern Anal Mach Intell - Feature Selection with Conjunctions of Decision Stumps and Learning from Microarray Data. ( 0,640819483825176 )
IEEE Trans Pattern Anal Mach Intell - Exemplar-Based Colour Constancy and Multiple Illumination. ( 0,639711200043567 )
IEEE Trans Image Process - Manifold regularized multitask learning for semi-supervised multilabel image classification. ( 0,636966502744035 )
IEEE Trans Image Process - Fast image recovery using variable splitting and constrained optimization. ( 0,633165878425184 )
Neural Comput - Foundations of support constraint machines. ( 0,628494672504116 )
Methods Inf Med - The evolution of boosting algorithms. From machine learning to statistical modelling. ( 0,625344265080966 )
IEEE Trans Neural Netw Learn Syst - Fick's Law Assisted Propagation for Semisupervised Learning. ( 0,622195498525841 )
Neural Comput - Large-scale linear rankSVM. ( 0,620674593727994 )
IEEE Trans Neural Netw Learn Syst - A one-class kernel fisher criterion for outlier detection. ( 0,619663951194057 )
IEEE Trans Image Process - Multiview Hessian regularization for image annotation. ( 0,613844264397128 )
IEEE Trans Image Process - On the complexity of mumford-shah-type regularization, viewed as a relaxed sparsity constraint. ( 0,613052975749136 )
IEEE Trans Pattern Anal Mach Intell - Constrained Nonnegative Matrix Factorization for Image Representation. ( 0,610946410045844 )
IEEE Trans Neural Netw Learn Syst - Semi-supervised domain adaptation on manifolds. ( 0,608109399387698 )
J Med Syst - 3D matrix pattern based Support Vector Machines for identifying pulmonary cancer in CT scanned images. ( 0,60769341263911 )
Neural Comput - Recurrent kernel machines: computing with infinite echo state networks. ( 0,605813517795242 )
IEEE Trans Image Process - Flexible manifold embedding: a framework for semi-supervised and unsupervised dimension reduction. ( 0,605063243248696 )
IEEE Trans Image Process - Incremental training of a detector using online sparse eigendecomposition. ( 0,603284960912742 )
J Biomed Inform - Supervised methods for symptom name recognition in free-text clinical records of traditional Chinese medicine: an empirical study. ( 0,60289556628314 )
IEEE Trans Image Process - An augmented Lagrangian approach to the constrained optimization formulation of imaging inverse problems. ( 0,602427723321901 )
IEEE Trans Image Process - Real-time object tracking via online discriminative feature selection. ( 0,600397088064644 )
IEEE Trans Pattern Anal Mach Intell - Representation Learning: A Review and New Perspectives. ( 0,597934103322204 )
IEEE Trans Image Process - Double shrinking sparse dimension reduction. ( 0,595224225450984 )
IEEE Trans Pattern Anal Mach Intell - Iterative Quantization: A Procrustean Approach to Learning Binary Codes for Large-scale Image Retrieval. ( 0,593109640798896 )
IEEE Trans Image Process - An alternating minimization algorithm for binary image restoration. ( 0,591231667867666 )
IEEE Trans Pattern Anal Mach Intell - Automatic Generation of Co-Embeddings from Relational Data with Adaptive Shaping. ( 0,590594711125069 )
IEEE Trans Image Process - Inductive robust principal component analysis. ( 0,590054016756143 )
Int J Neural Syst - Principal polynomial analysis. ( 0,5900002522818 )
Comput Biol Chem - Deposition and extension approach to find longest common subsequence for thousands of long sequences. ( 0,589627395905379 )
IEEE Trans Neural Netw Learn Syst - Kernel reconstruction ICA for sparse representation. ( 0,587288420433641 )
IEEE Trans Neural Netw Learn Syst - Incremental Support Vector Learning for Ordinal Regression. ( 0,585832796006795 )
IEEE Trans Pattern Anal Mach Intell - Learning with Augmented Features for Supervised and Semi-supervised Heterogeneous Domain Adaptation. ( 0,584875916134649 )
Artif Intell Med - Modeling and solving the dynamic patient admission scheduling problem under uncertainty. ( 0,584223728779875 )
J. Comput. Biol. - Phylogeny construction with rigid gapped motifs. ( 0,578800500363075 )
IEEE Trans Image Process - Example-driven manifold priors for image deconvolution. ( 0,578479009796337 )
IEEE Trans Image Process - Efficient variational Bayesian approximation method based on subspace optimization. ( 0,577742189985476 )
IEEE Trans Image Process - Design of non-linear kernel dictionaries for object recognition. ( 0,576470763744067 )
IEEE Trans Pattern Anal Mach Intell - Forward Basis Selection for Pursuing Sparse Representations Over a Dictionary. ( 0,576088299879143 )
Int J Neural Syst - Span: spike pattern association neuron for learning spatio-temporal spike patterns. ( 0,573974189678474 )
IEEE Trans Image Process - Generalized higher degree total variation (HDTV) regularization. ( 0,572823054443792 )
Int J Neural Syst - Linear time relational prototype based learning. ( 0,572807579098603 )
IEEE Trans Pattern Anal Mach Intell - Latent Dirichlet Allocation Models for Image Classification. ( 0,56990027617674 )
IEEE Trans Vis Comput Graph - Implicit Incompressible SPH. ( 0,56990027617674 )
Neural Comput - U-processes and preference learning. ( 0,568931252563744 )
Neural Comput - Regularized variational Bayesian learning of echo state networks with delay&sum readout. ( 0,567379463718971 )
IEEE Trans Neural Netw Learn Syst - Convergence and rate analysis of neural networks for sparse approximation. ( 0,565551807977016 )
IEEE Trans Image Process - Artistic image analysis using graph-based learning approaches. ( 0,563566504349975 )
IEEE Trans Neural Netw Learn Syst - Distributed Containment Control for Multiple Unknown Second-Order Nonlinear Systems With Application to Networked Lagrangian Systems. ( 0,560379562765916 )
Neural Comput - Divergence-based vector quantization. ( 0,560121833917991 )
Neural Comput - Semistability of steepest descent with momentum for quadratic functions. ( 0,559246995205241 )
IEEE Trans Neural Netw Learn Syst - Is extreme learning machine feasible? A theoretical assessment (part II). ( 0,558617475242988 )
IEEE Trans Image Process - Parameter estimation for blind and non-blind deblurring using residual whiteness measures. ( 0,558318092264926 )
IEEE Trans Neural Netw Learn Syst - Two-Stage Regularized Linear Discriminant Analysis for 2-D Data. ( 0,557821256873825 )
IEEE Trans Image Process - On the construction of topology-preserving deformation fields. ( 0,557795117646072 )
Neural Comput - Robust subspace discovery via relaxed rank minimization. ( 0,557749921566423 )
IEEE Trans Image Process - Minimization of monotonically levelable higher order MRF energies via graph cuts. ( 0,555267034294411 )
Neural Comput - Sufficient dimension reduction via squared-loss mutual information estimation. ( 0,555171740188547 )
J Biomed Inform - A PSO-based rule extractor for medical diagnosis. ( 0,554918947221999 )
IEEE Trans Image Process - Sparse stochastic processes and discretization of linear inverse problems. ( 0,553862816838502 )
Neural Comput - Inhibition in multiclass classification. ( 0,552744868016177 )
IEEE Trans Pattern Anal Mach Intell - Minimum Near-Convex Shape Decomposition. ( 0,552706712739532 )
Neural Comput - Alternating proximal regularized dictionary learning. ( 0,55248324138492 )
IEEE Trans Image Process - Fitting multiple connected ellipses to an image silhouette hierarchically. ( 0,552368176666107 )
IEEE Trans Pattern Anal Mach Intell - Maximum Correntropy Criterion for Robust Face Recognition. ( 0,551498903891156 )
IEEE Trans Image Process - Manifold regularized discriminative nonnegative matrix factorization with fast gradient descent. ( 0,551360687076401 )
IEEE Trans Pattern Anal Mach Intell - A Variance Minimization Criterion to Feature Selection Using Laplacian Regularization. ( 0,549843251464607 )
IEEE Trans Image Process - Efficient rate-distortion optimal packetization of embedded bitstreams into independent source packets. ( 0,549622527241247 )
Artif Intell Med - Suppressed fuzzy-soft learning vector quantization for MRI segmentation. ( 0,549599396440267 )
IEEE Trans Pattern Anal Mach Intell - Secure and Robust Iris Recognition Using Random Projections and Sparse Representations. ( 0,548373020524085 )
IEEE Trans Image Process - An alternating direction algorithm for total variation reconstruction of distributed parameters. ( 0,54807399966998 )
IEEE Trans Image Process - Object detection with DoG scale-space: a multiple kernel learning approach. ( 0,547188454445416 )
IEEE Trans Pattern Anal Mach Intell - Label Consistent K-SVD: Learning A Discriminative Dictionary for Recognition. ( 0,546664100530652 )
IEEE Trans Image Process - Image completion by diffusion maps and spectral relaxation. ( 0,545296460569673 )
IEEE Trans Image Process - Efficient algorithms for robust recovery of images from compressed data. ( 0,545295847004194 )
IEEE Trans Image Process - A filtering approach to edge preserving MAP estimation of images. ( 0,545005220544852 )
Neural Comput - Learning with convex loss and indefinite kernels. ( 0,544673943350002 )
IEEE J Biomed Health Inform - Joint probabilistic model of shape and intensity for multiple abdominal organ segmentation from volumetric CT images. ( 0,543554855901236 )
Neural Comput - Generalization and multirate models of motor adaptation. ( 0,542211721429306 )
Neural Comput - Nondegenerate piecewise linear systems: a finite Newton algorithm and applications in machine learning. ( 0,541286829460511 )
IEEE Trans Image Process - Unified structured learning for simultaneous human pose estimation and garment attribute classification. ( 0,539856148464852 )
IEEE Trans Image Process - SNMFCA: supervised NMF-based image classification and annotation. ( 0,539727449132223 )
IEEE Trans Image Process - Improved image recovery from compressed data contaminated with impulsive noise. ( 0,539567960126513 )
Comput Biol Chem - Classification of splice-junction sequences via weighted position specific scoring approach. ( 0,539363892685948 )
Brief. Bioinformatics - Fighting against uncertainty: an essential issue in bioinformatics. ( 0,539257767487434 )
Comput Methods Programs Biomed - Design of fuzzy classifier for diabetes disease using Modified Artificial Bee Colony algorithm. ( 0,538467761543929 )
Neural Comput - Incremental learning by message passing in hierarchical temporal memory. ( 0,5384337604177 )