Matches in SemOpenAlex for { <https://semopenalex.org/work/W2401062007> ?p ?o ?g. }
- W2401062007 endingPage "359" @default.
- W2401062007 startingPage "349" @default.
- W2401062007 abstract "In this paper, we propose a face perception model to mimic the biological mechanism of face perception and memory in human brain. We are mainly inspired by the fact that there are two functionally and neurologically distinct pathways after the early face perception and they both interact to process the changeable features of faces. Accordingly, our model consists of three perception parts, facial structure perception, facial expression perception and facial identity perception, which are all component-based. The structure perception has a feed-forward projection to the expression and identity perception, while the expression affects the identity perception with a modulation process. We embody the three parts referring to three bio-inspired computational models. For the facial structure perception, we utilize a cascaded-CNN (convolutional neural networks) approach to estimate the center locations of key facial components. For the facial expression perception, we propose a novel approach which exploits convolutional deep belief networks (CDBN) to spontaneously locate the places containing the most discriminative information and synchronously complete the feature learning and feature selection. For the facial identity perception, we propose an approach which adopts the hierarchical max-pooling (HMAX) model to encode notable characteristics of facial components and utilizes a new memory formation integrating the preliminary decision, expression modulation and final decision process. We evaluate our model through a series of experiments and the experimental results demonstrate its rationality and effectiveness." @default.
- W2401062007 created "2016-06-24" @default.
- W2401062007 creator A5007255480 @default.
- W2401062007 creator A5019905811 @default.
- W2401062007 creator A5026688050 @default.
- W2401062007 creator A5074010026 @default.
- W2401062007 creator A5084330706 @default.
- W2401062007 date "2016-09-01" @default.
- W2401062007 modified "2023-09-25" @default.
- W2401062007 title "A biologically inspired model mimicking the memory and two distinct pathways of face perception" @default.
- W2401062007 cites W1770420845 @default.
- W2401062007 cites W1830167904 @default.
- W2401062007 cites W1964889606 @default.
- W2401062007 cites W1969171869 @default.
- W2401062007 cites W1971014294 @default.
- W2401062007 cites W1976048712 @default.
- W2401062007 cites W1981596108 @default.
- W2401062007 cites W1981638753 @default.
- W2401062007 cites W1993969498 @default.
- W2401062007 cites W2006208182 @default.
- W2401062007 cites W2008222302 @default.
- W2401062007 cites W2018562597 @default.
- W2401062007 cites W2019111214 @default.
- W2401062007 cites W2021695329 @default.
- W2401062007 cites W2023982570 @default.
- W2401062007 cites W2024883397 @default.
- W2401062007 cites W204064097 @default.
- W2401062007 cites W2046277922 @default.
- W2401062007 cites W2053404024 @default.
- W2401062007 cites W2056052206 @default.
- W2401062007 cites W2077151172 @default.
- W2401062007 cites W2079981839 @default.
- W2401062007 cites W2085383383 @default.
- W2401062007 cites W2087968760 @default.
- W2401062007 cites W2100495367 @default.
- W2401062007 cites W2101790396 @default.
- W2401062007 cites W2101926813 @default.
- W2401062007 cites W2103212315 @default.
- W2401062007 cites W2112796928 @default.
- W2401062007 cites W2114873786 @default.
- W2401062007 cites W2116360511 @default.
- W2401062007 cites W2121647436 @default.
- W2401062007 cites W2127458960 @default.
- W2401062007 cites W2136922672 @default.
- W2401062007 cites W2138451337 @default.
- W2401062007 cites W2139916508 @default.
- W2401062007 cites W2140946521 @default.
- W2401062007 cites W2144982973 @default.
- W2401062007 cites W2149152634 @default.
- W2401062007 cites W2149194912 @default.
- W2401062007 cites W2152172623 @default.
- W2401062007 cites W2153937399 @default.
- W2401062007 cites W2158807557 @default.
- W2401062007 cites W2163808566 @default.
- W2401062007 cites W2288772494 @default.
- W2401062007 cites W2912990735 @default.
- W2401062007 cites W54411135 @default.
- W2401062007 doi "https://doi.org/10.1016/j.neucom.2016.04.032" @default.
- W2401062007 hasPublicationYear "2016" @default.
- W2401062007 type Work @default.
- W2401062007 sameAs 2401062007 @default.
- W2401062007 citedByCount "6" @default.
- W2401062007 countsByYear W24010620072016 @default.
- W2401062007 countsByYear W24010620072018 @default.
- W2401062007 countsByYear W24010620072020 @default.
- W2401062007 countsByYear W24010620072022 @default.
- W2401062007 countsByYear W24010620072023 @default.
- W2401062007 crossrefType "journal-article" @default.
- W2401062007 hasAuthorship W2401062007A5007255480 @default.
- W2401062007 hasAuthorship W2401062007A5019905811 @default.
- W2401062007 hasAuthorship W2401062007A5026688050 @default.
- W2401062007 hasAuthorship W2401062007A5074010026 @default.
- W2401062007 hasAuthorship W2401062007A5084330706 @default.
- W2401062007 hasConcept C144024400 @default.
- W2401062007 hasConcept C153180895 @default.
- W2401062007 hasConcept C154945302 @default.
- W2401062007 hasConcept C15744967 @default.
- W2401062007 hasConcept C169760540 @default.
- W2401062007 hasConcept C180747234 @default.
- W2401062007 hasConcept C188147891 @default.
- W2401062007 hasConcept C26760741 @default.
- W2401062007 hasConcept C2779304628 @default.
- W2401062007 hasConcept C36289849 @default.
- W2401062007 hasConcept C41008148 @default.
- W2401062007 hasConceptScore W2401062007C144024400 @default.
- W2401062007 hasConceptScore W2401062007C153180895 @default.
- W2401062007 hasConceptScore W2401062007C154945302 @default.
- W2401062007 hasConceptScore W2401062007C15744967 @default.
- W2401062007 hasConceptScore W2401062007C169760540 @default.
- W2401062007 hasConceptScore W2401062007C180747234 @default.
- W2401062007 hasConceptScore W2401062007C188147891 @default.
- W2401062007 hasConceptScore W2401062007C26760741 @default.
- W2401062007 hasConceptScore W2401062007C2779304628 @default.
- W2401062007 hasConceptScore W2401062007C36289849 @default.
- W2401062007 hasConceptScore W2401062007C41008148 @default.
- W2401062007 hasLocation W24010620071 @default.
- W2401062007 hasOpenAccess W2401062007 @default.
- W2401062007 hasPrimaryLocation W24010620071 @default.