IEEE Trans Image Process - From tiger to panda: animal head detection.

Tópicos

{ featur(1941) imag(1645) propos(1176) }
{ imag(2830) propos(1344) filter(1198) }
{ inform(2794) health(2639) internet(1427) }
{ cost(1906) reduc(1198) effect(832) }
{ activ(1138) subject(705) human(624) }
{ method(1969) cluster(1462) data(1082) }
{ design(1359) user(1324) use(1319) }
{ search(2224) databas(1162) retriev(909) }
{ data(3008) multipl(1320) sourc(1022) }
{ method(1557) propos(1049) approach(1037) }
{ data(3963) clinic(1234) research(1004) }
{ perform(1367) use(1326) method(1137) }
{ first(2504) two(1366) second(1323) }
{ health(1844) social(1437) communiti(874) }
{ use(1733) differ(960) four(931) }
{ result(1111) use(1088) new(759) }
{ learn(2355) train(1041) set(1003) }
{ extract(1171) text(1153) clinic(932) }
{ import(1318) role(1303) understand(862) }
{ studi(1119) effect(1106) posit(819) }
{ group(2977) signific(1463) compar(1072) }
{ can(981) present(881) function(850) }
{ method(1219) similar(1157) match(930) }
{ assess(1506) score(1403) qualiti(1306) }
{ framework(1458) process(801) describ(734) }
{ error(1145) method(1030) estim(1020) }
{ algorithm(1844) comput(1787) effici(935) }
{ method(984) reconstruct(947) comput(926) }
{ howev(809) still(633) remain(590) }
{ use(976) code(926) identifi(902) }
{ implement(1333) system(1263) develop(1122) }
{ estim(2440) model(1874) function(577) }
{ model(3404) distribut(989) bayesian(671) }
{ can(774) often(719) complex(702) }
{ imag(1947) propos(1133) code(1026) }
{ data(1737) use(1416) pattern(1282) }
{ 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) }
{ network(2748) neural(1063) input(814) }
{ imag(2675) segment(2577) method(1081) }
{ patient(2315) diseas(1263) diabet(1191) }
{ take(945) account(800) differ(722) }
{ studi(2440) review(1878) systemat(933) }
{ motion(1329) object(1292) video(1091) }
{ treatment(1704) effect(941) patient(846) }
{ surgeri(1148) surgic(1085) robot(1054) }
{ problem(2511) optim(1539) algorithm(950) }
{ chang(1828) time(1643) increas(1301) }
{ concept(1167) ontolog(924) domain(897) }
{ clinic(1479) use(1117) guidelin(835) }
{ data(1714) softwar(1251) tool(1186) }
{ control(1307) perform(991) simul(935) }
{ model(2220) cell(1177) simul(1124) }
{ care(1570) inform(1187) nurs(1089) }
{ general(901) number(790) one(736) }
{ case(1353) use(1143) diagnosi(1136) }
{ studi(1410) differ(1259) use(1210) }
{ 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) }
{ visual(1396) interact(850) tool(830) }
{ compound(1573) activ(1297) structur(1058) }
{ 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) }
{ 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) }
{ sampl(1606) size(1419) use(1276) }
{ gene(2352) biolog(1181) express(1162) }
{ intervent(3218) particip(2042) group(1664) }
{ time(1939) patient(1703) rate(768) }
{ patient(1821) servic(1111) care(1106) }
{ use(2086) technolog(871) perceiv(783) }
{ analysi(2126) use(1163) compon(1037) }
{ structur(1116) can(940) graph(676) }
{ high(1669) rate(1365) level(1280) }
{ cancer(2502) breast(956) screen(824) }
{ drug(1928) target(777) effect(648) }
{ 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

Robust object detection has many important applications in real-world online photo processing. For example, both Google image search and MSN live image search have integrated human face detector to retrieve face or portrait photos. Inspired by the success of such face filtering approach, in this paper, we focus on another popular online photo category--animal, which is one of the top five categories in the MSN live image search query log. As a first attempt, we focus on the problem of animal head detection of a set of relatively large land animals that are popular on the internet, such as cat, tiger, panda, fox, and cheetah. First, we proposed a new set of gradient oriented feature, Haar of Oriented Gradients (HOOG), to effectively capture the shape and texture features on animal head. Then, we proposed two detection algorithms, namely Bruteforce detection and Deformable detection, to effectively exploit the shape feature and texture feature simultaneously. Experimental results on 14,379 well labeled animals images validate the superiority of the proposed approach. Additionally, we apply the animal head detector to improve the image search result through text based online photo search result filtering.

Resumo Limpo

robust object detect mani import applic realworld onlin photo process exampl googl imag search msn live imag search integr human face detector retriev face portrait photo inspir success face filter approach paper focus anoth popular onlin photo categoryanim one top five categori msn live imag search queri log first attempt focus problem anim head detect set relat larg land anim popular internet cat tiger panda fox cheetah first propos new set gradient orient featur haar orient gradient hoog effect captur shape textur featur anim head propos two detect algorithm name bruteforc detect deform detect effect exploit shape featur textur featur simultan experiment result well label anim imag valid superior propos approach addit appli anim head detector improv imag search result text base onlin photo search result filter

Resumos Similares

IEEE Trans Pattern Anal Mach Intell - Local Pyramidal Descriptors for Image Recognition. ( 0,810270644806181 )
IEEE Trans Image Process - Decomposition and extraction: a new framework for visual classification. ( 0,802688209419679 )
J Med Syst - Directional binary wavelet patterns for biomedical image indexing and retrieval. ( 0,792338303975164 )
IEEE Trans Image Process - Two-dimensional maximum local variation based on image euclidean distance for face recognition. ( 0,782811067551211 )
IEEE Trans Image Process - Saliency-guided color-to-gray conversion using region-based optimization. ( 0,782550463915686 )
Int J Comput Assist Radiol Surg - Phantom-based comparison of conventional versus phase-contrast mammography for LCD soft-copy diagnosis. ( 0,776250025806185 )
IEEE Trans Image Process - Salient region detection by fusing bottom-up and top-down features extracted from a single image. ( 0,767182984317871 )
IEEE Trans Image Process - Edge-SIFT: discriminative binary descriptor for scalable partial-duplicate mobile search. ( 0,765972109536073 )
IEEE Trans Pattern Anal Mach Intell - Intensity-Based Image Registration by Nonparametric Local Smoothing. ( 0,764540966313206 )
IEEE Trans Image Process - Local structure-based image decomposition for feature extraction with applications to face recognition. ( 0,759750767280968 )
IEEE Trans Image Process - Face recognition using ensemble string matching. ( 0,754803368556538 )
IEEE Trans Image Process - Shape vocabulary: a robust and efficient shape representation for shape matching. ( 0,753410160791268 )
IEEE Trans Image Process - Adaptive color feature extraction based on image color distributions. ( 0,752677460104477 )
IEEE Trans Pattern Anal Mach Intell - Learning Discriminant Face Descriptor. ( 0,749443802135203 )
IEEE Trans Image Process - PDE-based enhancement of color images in RGB space. ( 0,749103477657629 )
IEEE Trans Image Process - Subspace-based discrete transform encoded local binary patterns representations for robust periocular matching on NIST's face recognition grand challenge. ( 0,74717755121753 )
IEEE Trans Pattern Anal Mach Intell - LDAHash: Improved Matching with Smaller Descriptors. ( 0,747054244539226 )
IEEE Trans Image Process - Semantic pyramids for gender and action recognition. ( 0,745925819111518 )
IEEE Trans Image Process - Enhanced local texture feature sets for face recognition under difficult lighting conditions. ( 0,743630799086974 )
Med Biol Eng Comput - Object-shape recognition and 3D reconstruction from tactile sensor images. ( 0,742619240184172 )
Med Biol Eng Comput - Quantitative color analysis for capillaroscopy image segmentation. ( 0,742399540824145 )
IEEE Trans Image Process - Face recognition by exploring information jointly in space, scale and orientation. ( 0,740868738983241 )
IEEE Trans Image Process - Common feature discriminant analysis for matching infrared face images to optical face images. ( 0,739736013438436 )
IEEE Trans Image Process - Fusing local patterns of Gabor magnitude and phase for face recognition. ( 0,736815603614491 )
IEEE Trans Image Process - HSOG: a novel local image descriptor based on histograms of the second-order gradients. ( 0,735926900065696 )
IEEE Trans Image Process - Global propagation of affine invariant features for robust matching. ( 0,735695357892887 )
IEEE Trans Image Process - Facial expression recognition in perceptual color space. ( 0,733125114029843 )
Comput. Biol. Med. - Texture feature extraction based on a uniformity estimation method for local brightness and structure in chest CT images. ( 0,731751545648632 )
IEEE Trans Image Process - Vehicle detection in aerial surveillance using dynamic Bayesian networks. ( 0,731388807332615 )
IEEE Trans Image Process - Flip-invariant SIFT for copy and object detection. ( 0,728624112336117 )
IEEE Trans Image Process - Normalization of face illumination based on large-and small-scale features. ( 0,727667303699936 )
IEEE Trans Image Process - A novel local pattern descriptor--local vector pattern in high-order derivative space for face recognition. ( 0,727494833218379 )
IEEE Trans Vis Comput Graph - Importance-driven Accessory Lights Design for Enhancing Local Shapes. ( 0,726759987372584 )
IEEE Trans Image Process - Extracting multiple features in the CID color space for face recognition. ( 0,722804872432211 )
IEEE Trans Image Process - Local directional number pattern for face analysis: face and expression recognition. ( 0,722566206213737 )
IEEE Trans Image Process - Tensor discriminant color space for face recognition. ( 0,722070360087167 )
IEEE Trans Image Process - Color local texture features for color face recognition. ( 0,71933015773153 )
IEEE Trans Image Process - Robust face representation using hybrid spatial feature interdependence matrix. ( 0,718119016261817 )
IEEE Trans Pattern Anal Mach Intell - Scalable Face Image Retrieval with Identity-Based Quantization and Multireference Reranking. ( 0,717067603203341 )
IEEE Trans Image Process - Extended coding and pooling in the HMAX model. ( 0,715710395472076 )
IEEE Trans Image Process - Local color vector binary patterns from multichannel face images for face recognition. ( 0,714959088673012 )
IEEE Trans Image Process - Image clustering using local discriminant models and global integration. ( 0,714300539862135 )
IEEE Trans Image Process - Angular pattern and binary angular pattern for shape retrieval. ( 0,711638771057545 )
IEEE Trans Pattern Anal Mach Intell - Learning Hybrid Image Templates (HIT) by Information Projection. ( 0,709847438927618 )
IEEE Trans Image Process - Image editing with spatiograms transfer. ( 0,708819659057178 )
Comput Methods Programs Biomed - Tensor based sparse decomposition of 3D shape for visual detection of mirror symmetry. ( 0,708212811364473 )
IEEE Trans Image Process - Large-margin Learning of Compact Binary Image Encodings. ( 0,707678483376608 )
IEEE Trans Image Process - Rotation-invariant image and video description with local binary pattern features. ( 0,706738117407834 )
Artif Intell Med - Scattering features for lung cancer detection in fibered confocal fluorescence microscopy images. ( 0,706215708777286 )
IEEE Trans Image Process - Coupled binary embedding for large-scale image retrieval. ( 0,704930205743923 )
IEEE Trans Image Process - Face illumination manipulation using a single reference image by adaptive layer decomposition. ( 0,703992189874061 )
IEEE Trans Image Process - Regularized discriminative spectral regression method for heterogeneous face matching. ( 0,70352772287666 )
IEEE Trans Image Process - Fast localization of the optic disc using projection of image features. ( 0,703507057768527 )
IEEE Trans Image Process - Bayesian texture classification based on contourlet transform and BYY harmony learning of Poisson mixtures. ( 0,703103384018048 )
IEEE Trans Image Process - Multilinear supervised neighborhood embedding of a local descriptor tensor for scene/object recognition. ( 0,703020032037996 )
IEEE Trans Pattern Anal Mach Intell - What Makes a Photograph Memorable? ( 0,702846565646267 )
IEEE Trans Pattern Anal Mach Intell - A Coarse to Fine Minutiae-Based Latent Palmprint Matching. ( 0,702276123579847 )
IEEE Trans Image Process - Curved-region-based ridge frequency estimation and curved Gabor filters for fingerprint image enhancement. ( 0,70151373104793 )
IEEE Trans Image Process - Sparse color interest points for image retrieval and object categorization. ( 0,697906723294326 )
IEEE Trans Image Process - Multiscale distance matrix for fast plant leaf recognition. ( 0,697611089748689 )
IEEE Trans Image Process - Object segmentation of database images by dual multiscale morphological reconstructions and retrieval applications. ( 0,696904324506452 )
IEEE Trans Image Process - Face recognition system using multiple face model of hybrid Fourier feature under uncontrolled illumination variation. ( 0,696157561271155 )
IEEE Trans Image Process - Wavelet modeling using finite mixtures of generalized gaussian distributions: application to texture discrimination and retrieval. ( 0,695525251202085 )
IEEE Trans Image Process - Robust reversible watermarking via clustering and enhanced pixel-wise masking. ( 0,695447832403737 )
IEEE Trans Pattern Anal Mach Intell - Effective Unconstrained Face Recognition by Combining Multiple Descriptors and Learned Background Statistics. ( 0,695296704329504 )
Comput Math Methods Med - Membership-degree preserving discriminant analysis with applications to face recognition. ( 0,694879228972303 )
IEEE Trans Image Process - Learning templates for artistic portrait lighting analysis. ( 0,694150988108894 )
IEEE Trans Image Process - A feature-based learning framework for accurate prostate localization in CT images. ( 0,693591276208057 )
IEEE Trans Pattern Anal Mach Intell - Iris Matching Based on Personalized Weight Map. ( 0,693547083557892 )
IEEE Trans Image Process - Scale- and rotation-invariant local binary pattern using scale-adaptive texton and subuniform-based circular shift. ( 0,692106440067304 )
IEEE Trans Image Process - Robust face recognition with structurally incoherent low-rank matrix decomposition. ( 0,691411327165416 )
IEEE Trans Image Process - Combining LBP difference and feature correlation for texture description. ( 0,689687234154102 )
IEEE Trans Image Process - An attribute-assisted reranking model for web image search. ( 0,688225819174348 )
IEEE Trans Pattern Anal Mach Intell - From Bits to Images: Inversion of Local Binary Descriptors. ( 0,688104289950694 )
IEEE J Biomed Health Inform - Local object patterns for the representation and classification of colon tissue images. ( 0,688048838513979 )
J Med Syst - Comparison of several texture features for tumor detection in CE images. ( 0,687707216343623 )
J Med Syst - A new Watermarking System based on Discrete Cosine Transform (DCT) in color biometric images. ( 0,685048595347243 )
IEEE Trans Image Process - Scale- and affine-invariant fan feature. ( 0,684935191158576 )
IEEE Trans Image Process - USB: ultrashort binary descriptor for fast visual matching and retrieval. ( 0,684787334015921 )
IEEE Trans Pattern Anal Mach Intell - Local Difference Binary for Ultra-fast and Distinctive Feature Description. ( 0,683739774454835 )
IEEE Trans Image Process - Pareto-depth for multiple-query image retrieval. ( 0,683250911714727 )
IEEE Trans Pattern Anal Mach Intell - Iris Image Classification Based on Hierarchical Visual Codebook. ( 0,683024174134372 )
IEEE Trans Image Process - Local energy pattern for texture classification using self-adaptive quantization thresholds. ( 0,682731456864626 )
IEEE Trans Image Process - Boosting color feature selection for color face recognition. ( 0,682504333746759 )
IEEE Trans Image Process - Color texture classification using shortest paths in graphs. ( 0,680470188703069 )
IEEE Trans Image Process - Geodesic invariant feature: a local descriptor in depth. ( 0,680466872694891 )
IEEE Trans Image Process - Principal visual word discovery for automatic license plate detection. ( 0,680249320011377 )
IEEE Trans Image Process - Scale-invariant features and polar descriptors in omnidirectional imaging. ( 0,678918313587236 )
IEEE Trans Image Process - Very low resolution face recognition problem. ( 0,67867795878101 )
IEEE Trans Vis Comput Graph - Voronoi-based Curvature and Feature Estimation from Point Clouds. ( 0,677554126574926 )
IEEE Trans Image Process - Scale-invariant features for 3-D mesh models. ( 0,677384036418719 )
Comput Methods Programs Biomed - Conditional mutual information-based feature selection for congestive heart failure recognition using heart rate variability. ( 0,675580180273499 )
IEEE Trans Image Process - Fast Hue and Range Preserving Histogram: Specification: Theory and New Algorithms for Color Image Enhancement. ( 0,675183700695779 )
IEEE Trans Pattern Anal Mach Intell - Retrieval-based Face Annotation by Weak Label Regularized Local Coordinate Coding. ( 0,673364747303496 )
IEEE Trans Image Process - Binarization of low-quality barcode images captured by mobile phones using local window of adaptive location and size. ( 0,672795458701583 )
IEEE Trans Pattern Anal Mach Intell - IntentSearch: Capturing User Intention for One-Click Internet Image Search. ( 0,672743712036477 )
IEEE Trans Pattern Anal Mach Intell - 3D Face Discriminant Analysis Using Gauss-Markov Posterior Marginals. ( 0,671897973242133 )
IEEE Trans Image Process - Direct discriminant locality preserving projection with Hammerstein polynomial expansion. ( 0,67178008127978 )
Comput Math Methods Med - A machine learning approach for specification of spinal cord injuries using fractional anisotropy values obtained from diffusion tensor images. ( 0,670465510153394 )
IEEE Trans Image Process - K-NN regression to improve statistical feature extraction for texture retrieval. ( 0,670267014870334 )