Neural Comput - Invariant object recognition and pose estimation with slow feature analysis.

Tópicos

{ featur(1941) imag(1645) propos(1176) }
{ motion(1329) object(1292) video(1091) }
{ imag(1057) registr(996) error(939) }
{ control(1307) perform(991) simul(935) }
{ model(2656) set(1616) predict(1553) }
{ network(2748) neural(1063) input(814) }
{ visual(1396) interact(850) tool(830) }
{ method(1969) cluster(1462) data(1082) }
{ sequenc(1873) structur(1644) protein(1328) }
{ model(3480) simul(1196) paramet(876) }
{ can(981) present(881) function(850) }
{ use(1733) differ(960) four(931) }
{ implement(1333) system(1263) develop(1122) }
{ imag(1947) propos(1133) code(1026) }
{ bind(1733) structur(1185) ligand(1036) }
{ assess(1506) score(1403) qualiti(1306) }
{ framework(1458) process(801) describ(734) }
{ algorithm(1844) comput(1787) effici(935) }
{ design(1359) user(1324) use(1319) }
{ care(1570) inform(1187) nurs(1089) }
{ method(984) reconstruct(947) comput(926) }
{ studi(1410) differ(1259) use(1210) }
{ import(1318) role(1303) understand(862) }
{ studi(1119) effect(1106) posit(819) }
{ use(2086) technolog(871) perceiv(783) }
{ analysi(2126) use(1163) compon(1037) }
{ structur(1116) can(940) graph(676) }
{ result(1111) use(1088) new(759) }
{ model(3404) distribut(989) bayesian(671) }
{ can(774) often(719) complex(702) }
{ data(1737) use(1416) pattern(1282) }
{ inform(2794) health(2639) internet(1427) }
{ system(1976) rule(880) can(841) }
{ measur(2081) correl(1212) valu(896) }
{ method(1219) similar(1157) match(930) }
{ featur(3375) classif(2383) classifi(1994) }
{ imag(2830) propos(1344) filter(1198) }
{ imag(2675) segment(2577) method(1081) }
{ 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) }
{ problem(2511) optim(1539) algorithm(950) }
{ error(1145) method(1030) estim(1020) }
{ chang(1828) time(1643) increas(1301) }
{ learn(2355) train(1041) set(1003) }
{ concept(1167) ontolog(924) domain(897) }
{ clinic(1479) use(1117) guidelin(835) }
{ extract(1171) text(1153) clinic(932) }
{ method(1557) propos(1049) approach(1037) }
{ data(1714) softwar(1251) tool(1186) }
{ model(2220) cell(1177) simul(1124) }
{ 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) }
{ research(1085) discuss(1038) issu(1018) }
{ system(1050) medic(1026) inform(1018) }
{ model(2341) predict(2261) use(1141) }
{ compound(1573) activ(1297) structur(1058) }
{ perform(1367) use(1326) method(1137) }
{ blood(1257) pressur(1144) flow(957) }
{ spatial(1525) area(1432) region(1030) }
{ 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) }
{ 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) }
{ intervent(3218) particip(2042) group(1664) }
{ activ(1138) subject(705) human(624) }
{ time(1939) patient(1703) rate(768) }
{ patient(1821) servic(1111) care(1106) }
{ health(1844) social(1437) communiti(874) }
{ high(1669) rate(1365) level(1280) }
{ cancer(2502) breast(956) screen(824) }
{ use(976) code(926) identifi(902) }
{ drug(1928) target(777) effect(648) }
{ 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(2212) result(1239) propos(1039) }
{ detect(2391) sensit(1101) algorithm(908) }

Resumo

Primates are very good at recognizing objects independent of viewing angle or retinal position, and they outperform existing computer vision systems by far. But invariant object recognition is only one prerequisite for successful interaction with the environment. An animal also needs to assess an object's position and relative rotational angle. We propose here a model that is able to extract object identity, position, and rotation angles. We demonstrate the model behavior on complex three-dimensional objects under translation and rotation in depth on a homogeneous background. A similar model has previously been shown to extract hippocampal spatial codes from quasi-natural videos. The framework for mathematical analysis of this earlier application carries over to the scenario of invariant object recognition. Thus, the simulation results can be explained analytically even for the complex high-dimensional data we employed.

Resumo Limpo

primat good recogn object independ view angl retin posit outperform exist comput vision system far invari object recognit one prerequisit success interact environ anim also need assess object posit relat rotat angl propos model abl extract object ident posit rotat angl demonstr model behavior complex threedimension object translat rotat depth homogen background similar model previous shown extract hippocamp spatial code quasinatur video framework mathemat analysi earlier applic carri scenario invari object recognit thus simul result can explain analyt even complex highdimension data employ

Resumos Similares

IEEE Trans Pattern Anal Mach Intell - Spatially-Constrained Similarity Measure for Large-Scale Object Retrieval. ( 0,764150988360966 )
IEEE Trans Pattern Anal Mach Intell - Learning Actionlet Ensemble for 3D Human Action Recognition. ( 0,759918266273315 )
Int J Comput Assist Radiol Surg - Feasibility of respiratory motion-compensated stereoscopic X-ray tracking for bronchoscopy. ( 0,747858437971185 )
IEEE Trans Image Process - 3-D target-based distributed smart camera network localization. ( 0,739607217124173 )
IEEE Trans Pattern Anal Mach Intell - The Applicability of Spatiotemporal Oriented Energy Features to Region Tracking. ( 0,732560999632503 )
IEEE Trans Image Process - Representing and retrieving video shots in human-centric brain imaging space. ( 0,724863222580341 )
IEEE Trans Pattern Anal Mach Intell - Efficient Subframe Video Alignment using Short Descriptors. ( 0,719752856986213 )
IEEE Trans Pattern Anal Mach Intell - Silhouette Segmentation in Multiple Views. ( 0,713995559318004 )
IEEE Trans Image Process - Geodesic invariant feature: a local descriptor in depth. ( 0,713766025063031 )
IEEE Trans Image Process - Low-resolution face tracker robust to illumination variations. ( 0,713258617871097 )
IEEE Trans Vis Comput Graph - Live Speech Driven Head-and-Eye Motion Generators. ( 0,710364420197999 )
IEEE Trans Image Process - A combined microphone and camera calibration technique with application to acoustic imaging. ( 0,708901379057257 )
IEEE Trans Image Process - Occlusion-aware motion layer extraction under large interframe motions. ( 0,707990199480922 )
IEEE Trans Pattern Anal Mach Intell - CENTRIST: A Visual Descriptor for Scene Categorization. ( 0,702127659574468 )
Comput. Biol. Med. - Automatic colposcopy video tissue classification using higher order entropy-based image registration. ( 0,701585229797768 )
IEEE Trans Image Process - Discovering thematic objects in image collections and videos. ( 0,701564020568387 )
IEEE Trans Image Process - Interframe coding of feature descriptors for mobile augmented reality. ( 0,70133514187775 )
IEEE Trans Pattern Anal Mach Intell - Highly Non-Rigid Object Tracking via Patch-based Dynamic Appearance Modeling. ( 0,699816500750887 )
IEEE Trans Image Process - Fine-tuning regression forests votes for object alignment in the wild. ( 0,699116540080204 )
IEEE Trans Image Process - Automatic dynamic texture segmentation using local descriptors and optical flow. ( 0,698495618011534 )
IEEE Trans Pattern Anal Mach Intell - Object Tracking by Oversampling Local Features. ( 0,694563449641134 )
IEEE Trans Image Process - What are we tracking: a unified approach of tracking and recognition. ( 0,692358480019355 )
Comput Math Methods Med - The research and application of visual saliency and adaptive support vector machine in target tracking field. ( 0,691455613973773 )
IEEE Trans Image Process - Non-uniform deblurring in HDR image reconstruction. ( 0,691001961652297 )
IEEE Trans Image Process - Cluster-based distributed face tracking in camera networks. ( 0,688999201074876 )
IEEE Trans Image Process - Estimation of sunlight direction using 3D object models. ( 0,687639863557215 )
IEEE Trans Image Process - Image clustering using local discriminant models and global integration. ( 0,68125965116178 )
IEEE Trans Image Process - Pose-invariant face recognition using Markov random fields. ( 0,676593805192596 )
IEEE Trans Image Process - Temporal frequency of flickering-distortion optimized video halftoning for electronic paper. ( 0,676357267650624 )
IEEE Trans Image Process - Rigid-motion-invariant classification of 3-D textures. ( 0,672884618677337 )
IEEE Trans Pattern Anal Mach Intell - Detailed 3D Representations for Object Recognition and Modeling. ( 0,670559388163456 )
Int J Med Robot - Robust feature tracking on the beating heart for a robotic-guided endoscope. ( 0,668004081492871 )
Artif Intell Med - Image partitioning and illumination in image-based pose detection for teleoperated flexible endoscopes. ( 0,667098838980471 )
IEEE Trans Vis Comput Graph - Reconstructing the Curve-Skeletons of 3D Shapes Using the Visual Hull. ( 0,666402804294303 )
IEEE Trans Image Process - Multilinear supervised neighborhood embedding of a local descriptor tensor for scene/object recognition. ( 0,666220486130637 )
IEEE Trans Image Process - Collaborative sensing in a distributed PTZ camera network. ( 0,66520349305798 )
Int J Comput Assist Radiol Surg - C-arm rotation encoding with accelerometers. ( 0,663212566622624 )
Med Biol Eng Comput - Effects of framing coil shape, orientation, and thickness on intra-aneurysmal flow. ( 0,66085130252733 )
IEEE Trans Pattern Anal Mach Intell - Local Difference Binary for Ultra-fast and Distinctive Feature Description. ( 0,660743816810975 )
Int J Comput Assist Radiol Surg - Automatic model-based contour detection of left ventricle myocardium from cardiac CT images. ( 0,660736051970956 )
IEEE Trans Image Process - Video tonal stabilization via color states smoothing. ( 0,658108501574189 )
IEEE Trans Image Process - Robust 3D reconstruction with an RGB-D camera. ( 0,656004511953707 )
IEEE Trans Vis Comput Graph - Handling Motion-Blur in 3D Tracking and Rendering for Augmented Reality. ( 0,655580830952202 )
IEEE Trans Image Process - Online camera-gyroscope autocalibration for cell phones. ( 0,654779529195983 )
IEEE Trans Pattern Anal Mach Intell - Pose and Expression Independent Facial Landmark Localization Using Dense-SURF and the Hausdorff Distance. ( 0,654030272318654 )
IEEE Trans Pattern Anal Mach Intell - Pose-Robust Recognition of Low-Resolution Face Images. ( 0,653147786079051 )
IEEE Trans Pattern Anal Mach Intell - A Physics-Based Analysis of Image Appearance Models. ( 0,653084379621508 )
IEEE Trans Image Process - Common feature discriminant analysis for matching infrared face images to optical face images. ( 0,652542619374998 )
IEEE Trans Image Process - Human gait recognition using patch distribution feature and locality-constrained group sparse representation. ( 0,651465472641577 )
IEEE Trans Pattern Anal Mach Intell - Using Facial Symmetry to Handle Pose Variations in Real-World 3D Face Recognition. ( 0,650513526915285 )
IEEE Trans Image Process - Learning dynamic hybrid Markov random field for image labeling. ( 0,649165029334788 )
IEEE Trans Image Process - Coupled binary embedding for large-scale image retrieval. ( 0,64899118593856 )
Int J Med Robot - Visual servoing for a US-guided therapeutic HIFU system by coagulated lesion tracking: a phantom study. ( 0,648442640767763 )
IEEE Trans Image Process - Vehicle detection in aerial surveillance using dynamic Bayesian networks. ( 0,647452178939503 )
Int J Comput Assist Radiol Surg - Subject-specific real-time respiratory liver motion compensation method for ultrasound-MRI/CT fusion imaging. ( 0,64655577492951 )
IEEE Trans Vis Comput Graph - Lagrangian Texture Advection: Preserving both Spectrum and Velocity Field. ( 0,644890088407071 )
IEEE Trans Image Process - Image editing with spatiograms transfer. ( 0,644237045782368 )
IEEE Trans Image Process - Object tracking and target reacquisition based on 3-D range data for moving vehicles. ( 0,643227383421712 )
Comput Math Methods Med - Image tracking for the high similarity drug tablets based on light intensity reflective energy and artificial neural network. ( 0,641879302098306 )
IEEE Trans Image Process - Scale-invariant features for 3-D mesh models. ( 0,64173914850249 )
IEEE Trans Image Process - Texture classification using dominant neighborhood structure. ( 0,641640787536318 )
IEEE Trans Image Process - A feature-based learning framework for accurate prostate localization in CT images. ( 0,641219948236851 )
IEEE Trans Image Process - Video alignment for change detection. ( 0,639431663235898 )
IEEE Trans Image Process - Optical flow estimation for flame detection in videos. ( 0,639387716296549 )
Int J Med Robot - Hand-eye and radial distortion calibration for rigid endoscopes. ( 0,638061308117226 )
IEEE Trans Image Process - Scale- and affine-invariant fan feature. ( 0,636582393243783 )
IEEE Trans Neural Netw Learn Syst - Learning a Probabilistic Topology Discovering Model for Scene Categorization. ( 0,634791479161977 )
IEEE Trans Image Process - Accurate moving cast shadow suppression based on local color constancy detection. ( 0,633497795147683 )
IEEE Trans Image Process - Hierarchical colorant-based direct binary search halftoning. ( 0,631887307590788 )
IEEE Trans Image Process - Sparse color interest points for image retrieval and object categorization. ( 0,631497788617631 )
IEEE Trans Image Process - An efficient camera calibration technique offering robustness and accuracy over a wide range of lens distortion. ( 0,628101573904067 )
IEEE Trans Pattern Anal Mach Intell - A Two-Stage Framework for 3D Face Reconstruction From RGBD Images. ( 0,627945290556677 )
Comput Math Methods Med - Robust myocardial motion tracking for echocardiography: variational framework integrating local-to-global deformation. ( 0,626732464844428 )
IEEE Trans Image Process - Three-dimensional deformable-model-based localization and recognition of road vehicles. ( 0,62506727593701 )
Int J Comput Assist Radiol Surg - Precise X-ray and video overlay for augmented reality fluoroscopy. ( 0,622890552679981 )
IEEE Trans Pattern Anal Mach Intell - Hidden Part Models for Human Action Recognition: Probabilistic versus Max Margin. ( 0,622234844092642 )
Comput. Biol. Med. - Serial slice image segmentation of digital human based on adaptive geometric active contour tracking. ( 0,621477763293275 )
IEEE Trans Pattern Anal Mach Intell - LDAHash: Improved Matching with Smaller Descriptors. ( 0,621157607680139 )
IEEE Trans Image Process - Virtual mirror rendering with stationary RGB-D cameras and stored 3-D background. ( 0,62093546471492 )
IEEE Trans Pattern Anal Mach Intell - Continuous Energy Minimization for Multi-Target Tracking. ( 0,618329191446669 )
IEEE Trans Image Process - Wavelet domain multifractal analysis for static and dynamic texture classification. ( 0,618213435109796 )
IEEE Trans Pattern Anal Mach Intell - 3D Traffic Scene Understanding from Movable Platforms. ( 0,617567576726081 )
Comput. Biol. Med. - Compensation of in-plane rigid motion for in vivo intracoronary ultrasound image sequence. ( 0,616955717829098 )
IEEE Trans Pattern Anal Mach Intell - Robust Facial Feature Tracking Using Shape-Constrained Multiresolution-Selected Linear Predictors. ( 0,615883756548557 )
IEEE Trans Pattern Anal Mach Intell - Unconstrained Pose-Invariant Face Recognition Using 3D Generic Elastic Models. ( 0,615660231072361 )
Med Biol Eng Comput - In vitro validation and reliability study of electromagnetic skin sensors for evaluation of end range of motion positions of the hip. ( 0,614802931765301 )
IEEE Trans Image Process - HSOG: a novel local image descriptor based on histograms of the second-order gradients. ( 0,614488234548809 )
IEEE Trans Image Process - Local directional number pattern for face analysis: face and expression recognition. ( 0,612856690592956 )
IEEE Trans Image Process - Geometric calibration of lens and filter distortions for multispectral filter-wheel cameras. ( 0,612418182259087 )
IEEE Trans Pattern Anal Mach Intell - Video Normals from Colored Lights. ( 0,612214090049269 )
Comput. Biol. Med. - Texture feature extraction based on a uniformity estimation method for local brightness and structure in chest CT images. ( 0,610138470974633 )
IEEE Trans Image Process - A distributed topological camera network representation for tracking applications. ( 0,608431296723812 )
IEEE Trans Image Process - Enhanced local texture feature sets for face recognition under difficult lighting conditions. ( 0,606130616720498 )
IEEE Trans Image Process - Flip-invariant SIFT for copy and object detection. ( 0,604045877098735 )
IEEE Trans Pattern Anal Mach Intell - Statistical 3D Shape Analysis by Local Generative Descriptors. ( 0,603832016946203 )
IEEE Trans Pattern Anal Mach Intell - Recognition Using Specular Highlights. ( 0,603463647232994 )
Comput Math Methods Med - Image mosaic method based on SIFT features of line segment. ( 0,602742085150102 )
IEEE Trans Image Process - Illumination compensation using oriented local histogram equalization and its application to face recognition. ( 0,602613543070531 )
IEEE Trans Image Process - Accurate Iris Recognition at a Distance Using Stabilized Iris Encoding and Zernike Moments Phase Features. ( 0,602453284342923 )
IEEE Trans Image Process - Efficient texture image retrieval using copulas in a Bayesian framework. ( 0,602109212279703 )