Matches in SemOpenAlex for { <https://semopenalex.org/work/W2786804597> ?p ?o ?g. }
Showing items 1 to 93 of
93
with 100 items per page.
- W2786804597 abstract "Prior computational studies have examined hundreds of visual characteristics related to color, texture, and composition in an attempt to predict human emotional responses. Beyond those myriad features examined in computer science, roundness, angularity, and visual complexity have also been found to evoke emotions in human perceivers, as demonstrated in psychological studies of facial expressions, dance poses, and even simple synthetic visual patterns. Capturing these characteristics algorithmically to incorporate in computational studies, however, has proven difficult. Here we expand the scope of previous computer vision work by examining these three visual characteristics in computer analysis of complex scenes, and compare the results to the hundreds of visual qualities previously examined. A large collection of ecologically valid stimuli (i.e., photos that humans regularly encounter on the web), named the EmoSet and containing more than 40,000 images crawled from web albums, was generated using crowd-sourcing and subjected to human subject emotion ratings. We developed computational methods to the separate indices of roundness, angularity, and complexity, thereby establishing three new computational constructs. Critically, these three new physically interpretable visual constructs achieve comparable classification accuracy to the hundreds of shape, texture, composition, and facial feature characteristics previously examined. In addition, our experimental results show that color features related most strongly with the positivity of perceived emotions, the texture features related more to calmness or excitement, and roundness, angularity, and simplicity related similarly with both of these emotions dimensions." @default.
- W2786804597 created "2018-02-23" @default.
- W2786804597 creator A5014445825 @default.
- W2786804597 creator A5015547139 @default.
- W2786804597 creator A5042647314 @default.
- W2786804597 creator A5060099404 @default.
- W2786804597 creator A5084715845 @default.
- W2786804597 date "2017-10-01" @default.
- W2786804597 modified "2023-10-15" @default.
- W2786804597 title "An investigation into three visual characteristics of complex scenes that evoke human emotion" @default.
- W2786804597 cites W2000932028 @default.
- W2786804597 cites W2003856922 @default.
- W2786804597 cites W2004540530 @default.
- W2786804597 cites W2007773296 @default.
- W2786804597 cites W2021502766 @default.
- W2786804597 cites W2030009231 @default.
- W2786804597 cites W2047170290 @default.
- W2786804597 cites W2048835603 @default.
- W2786804597 cites W2063948594 @default.
- W2786804597 cites W2074356411 @default.
- W2786804597 cites W2075456404 @default.
- W2786804597 cites W2078807908 @default.
- W2786804597 cites W2083952154 @default.
- W2786804597 cites W2085940040 @default.
- W2786804597 cites W2100266251 @default.
- W2786804597 cites W2105931454 @default.
- W2786804597 cites W2106341307 @default.
- W2786804597 cites W2111395915 @default.
- W2786804597 cites W2116146325 @default.
- W2786804597 cites W2118526556 @default.
- W2786804597 cites W2155421081 @default.
- W2786804597 cites W3000400585 @default.
- W2786804597 cites W3138028713 @default.
- W2786804597 cites W4242155909 @default.
- W2786804597 doi "https://doi.org/10.1109/acii.2017.8273637" @default.
- W2786804597 hasPubMedCentralId "https://www.ncbi.nlm.nih.gov/pmc/articles/6777731" @default.
- W2786804597 hasPubMedId "https://pubmed.ncbi.nlm.nih.gov/31588367" @default.
- W2786804597 hasPublicationYear "2017" @default.
- W2786804597 type Work @default.
- W2786804597 sameAs 2786804597 @default.
- W2786804597 citedByCount "10" @default.
- W2786804597 countsByYear W27868045972019 @default.
- W2786804597 countsByYear W27868045972020 @default.
- W2786804597 countsByYear W27868045972021 @default.
- W2786804597 countsByYear W27868045972022 @default.
- W2786804597 countsByYear W27868045972023 @default.
- W2786804597 crossrefType "proceedings-article" @default.
- W2786804597 hasAuthorship W2786804597A5014445825 @default.
- W2786804597 hasAuthorship W2786804597A5015547139 @default.
- W2786804597 hasAuthorship W2786804597A5042647314 @default.
- W2786804597 hasAuthorship W2786804597A5060099404 @default.
- W2786804597 hasAuthorship W2786804597A5084715845 @default.
- W2786804597 hasBestOaLocation W27868045972 @default.
- W2786804597 hasConcept C14190554 @default.
- W2786804597 hasConcept C153180895 @default.
- W2786804597 hasConcept C154945302 @default.
- W2786804597 hasConcept C15744967 @default.
- W2786804597 hasConcept C180747234 @default.
- W2786804597 hasConcept C2524010 @default.
- W2786804597 hasConcept C31972630 @default.
- W2786804597 hasConcept C33923547 @default.
- W2786804597 hasConcept C41008148 @default.
- W2786804597 hasConcept C66024118 @default.
- W2786804597 hasConceptScore W2786804597C14190554 @default.
- W2786804597 hasConceptScore W2786804597C153180895 @default.
- W2786804597 hasConceptScore W2786804597C154945302 @default.
- W2786804597 hasConceptScore W2786804597C15744967 @default.
- W2786804597 hasConceptScore W2786804597C180747234 @default.
- W2786804597 hasConceptScore W2786804597C2524010 @default.
- W2786804597 hasConceptScore W2786804597C31972630 @default.
- W2786804597 hasConceptScore W2786804597C33923547 @default.
- W2786804597 hasConceptScore W2786804597C41008148 @default.
- W2786804597 hasConceptScore W2786804597C66024118 @default.
- W2786804597 hasLocation W27868045971 @default.
- W2786804597 hasLocation W27868045972 @default.
- W2786804597 hasLocation W27868045973 @default.
- W2786804597 hasLocation W27868045974 @default.
- W2786804597 hasOpenAccess W2786804597 @default.
- W2786804597 hasPrimaryLocation W27868045971 @default.
- W2786804597 hasRelatedWork W2043966946 @default.
- W2786804597 hasRelatedWork W2074724899 @default.
- W2786804597 hasRelatedWork W2092918110 @default.
- W2786804597 hasRelatedWork W2160975645 @default.
- W2786804597 hasRelatedWork W2313793830 @default.
- W2786804597 hasRelatedWork W2374366382 @default.
- W2786804597 hasRelatedWork W2983930689 @default.
- W2786804597 hasRelatedWork W4205427068 @default.
- W2786804597 hasRelatedWork W4205657615 @default.
- W2786804597 hasRelatedWork W4383336990 @default.
- W2786804597 isParatext "false" @default.
- W2786804597 isRetracted "false" @default.
- W2786804597 magId "2786804597" @default.
- W2786804597 workType "article" @default.