Matches in SemOpenAlex for { <https://semopenalex.org/work/W2912133910> ?p ?o ?g. }
Showing items 1 to 98 of
98
with 100 items per page.
- W2912133910 abstract "To improve the accuracy and robustness of human pose estimation, a step deep convolution neural network is proposed, which consists of a feed forward module and several step modules. Image features output from the last four layers of feed forward module are fused with the context features, the fused features are used as the input of the first step module; Image features of each step module fused with context features are used as the input of the next step module; The confidence map output from the last step module is used to predict joint position. This stepwise approach increases the receptive fields, which is good to learn the long-distance relationship between joints and predicting the position of occluded joints. At the same time, the confidence calculated by the previous module provides more and more accurate estimation of the position of each joint in the subsequent modules. In addition, the network also provides a way to strengthen the intermediate supervision by learning the objective function, so as to supplement the gradient of back-propagation and adjust the learning process, which effectively solves problem that the gradient disappears during training. Our approach is tested on two standard datasets of Leeds Sports Poses (LSP) and Frames Labeled In Cinema (FLIC), whose results indicate that our network has better performance in pose estimation of human body." @default.
- W2912133910 created "2019-02-21" @default.
- W2912133910 creator A5004488480 @default.
- W2912133910 creator A5037240439 @default.
- W2912133910 creator A5060613396 @default.
- W2912133910 creator A5063008428 @default.
- W2912133910 date "2018-10-01" @default.
- W2912133910 modified "2023-09-26" @default.
- W2912133910 title "Human Pose Estimation Based on Step Deep Convolution Neural Network" @default.
- W2912133910 cites W1936750108 @default.
- W2912133910 cites W1993149133 @default.
- W2912133910 cites W1994529670 @default.
- W2912133910 cites W2013640163 @default.
- W2912133910 cites W2074587583 @default.
- W2912133910 cites W2097151019 @default.
- W2912133910 cites W2103015390 @default.
- W2912133910 cites W2113325037 @default.
- W2912133910 cites W2128271252 @default.
- W2912133910 cites W2135533529 @default.
- W2912133910 cites W2143478373 @default.
- W2912133910 cites W2175012183 @default.
- W2912133910 cites W2330914857 @default.
- W2912133910 cites W2464305746 @default.
- W2912133910 cites W2612947062 @default.
- W2912133910 cites W2951707615 @default.
- W2912133910 cites W2952422028 @default.
- W2912133910 cites W2963448913 @default.
- W2912133910 cites W2963840672 @default.
- W2912133910 cites W2964304707 @default.
- W2912133910 doi "https://doi.org/10.1109/cisp-bmei.2018.8633110" @default.
- W2912133910 hasPublicationYear "2018" @default.
- W2912133910 type Work @default.
- W2912133910 sameAs 2912133910 @default.
- W2912133910 citedByCount "0" @default.
- W2912133910 crossrefType "proceedings-article" @default.
- W2912133910 hasAuthorship W2912133910A5004488480 @default.
- W2912133910 hasAuthorship W2912133910A5037240439 @default.
- W2912133910 hasAuthorship W2912133910A5060613396 @default.
- W2912133910 hasAuthorship W2912133910A5063008428 @default.
- W2912133910 hasConcept C10138342 @default.
- W2912133910 hasConcept C104317684 @default.
- W2912133910 hasConcept C108583219 @default.
- W2912133910 hasConcept C111919701 @default.
- W2912133910 hasConcept C151730666 @default.
- W2912133910 hasConcept C153180895 @default.
- W2912133910 hasConcept C154945302 @default.
- W2912133910 hasConcept C162324750 @default.
- W2912133910 hasConcept C185592680 @default.
- W2912133910 hasConcept C198082294 @default.
- W2912133910 hasConcept C2779343474 @default.
- W2912133910 hasConcept C31972630 @default.
- W2912133910 hasConcept C41008148 @default.
- W2912133910 hasConcept C45347329 @default.
- W2912133910 hasConcept C50644808 @default.
- W2912133910 hasConcept C52102323 @default.
- W2912133910 hasConcept C55493867 @default.
- W2912133910 hasConcept C63479239 @default.
- W2912133910 hasConcept C81363708 @default.
- W2912133910 hasConcept C86803240 @default.
- W2912133910 hasConcept C98045186 @default.
- W2912133910 hasConceptScore W2912133910C10138342 @default.
- W2912133910 hasConceptScore W2912133910C104317684 @default.
- W2912133910 hasConceptScore W2912133910C108583219 @default.
- W2912133910 hasConceptScore W2912133910C111919701 @default.
- W2912133910 hasConceptScore W2912133910C151730666 @default.
- W2912133910 hasConceptScore W2912133910C153180895 @default.
- W2912133910 hasConceptScore W2912133910C154945302 @default.
- W2912133910 hasConceptScore W2912133910C162324750 @default.
- W2912133910 hasConceptScore W2912133910C185592680 @default.
- W2912133910 hasConceptScore W2912133910C198082294 @default.
- W2912133910 hasConceptScore W2912133910C2779343474 @default.
- W2912133910 hasConceptScore W2912133910C31972630 @default.
- W2912133910 hasConceptScore W2912133910C41008148 @default.
- W2912133910 hasConceptScore W2912133910C45347329 @default.
- W2912133910 hasConceptScore W2912133910C50644808 @default.
- W2912133910 hasConceptScore W2912133910C52102323 @default.
- W2912133910 hasConceptScore W2912133910C55493867 @default.
- W2912133910 hasConceptScore W2912133910C63479239 @default.
- W2912133910 hasConceptScore W2912133910C81363708 @default.
- W2912133910 hasConceptScore W2912133910C86803240 @default.
- W2912133910 hasConceptScore W2912133910C98045186 @default.
- W2912133910 hasLocation W29121339101 @default.
- W2912133910 hasOpenAccess W2912133910 @default.
- W2912133910 hasPrimaryLocation W29121339101 @default.
- W2912133910 hasRelatedWork W2163969215 @default.
- W2912133910 hasRelatedWork W2572787276 @default.
- W2912133910 hasRelatedWork W2798891442 @default.
- W2912133910 hasRelatedWork W2901435809 @default.
- W2912133910 hasRelatedWork W2944093511 @default.
- W2912133910 hasRelatedWork W3004020723 @default.
- W2912133910 hasRelatedWork W3044699854 @default.
- W2912133910 hasRelatedWork W3110443126 @default.
- W2912133910 hasRelatedWork W4214895820 @default.
- W2912133910 hasRelatedWork W4245792239 @default.
- W2912133910 isParatext "false" @default.
- W2912133910 isRetracted "false" @default.
- W2912133910 magId "2912133910" @default.
- W2912133910 workType "article" @default.