{"title":"视觉对象分类解释中的心理意象","authors":"E. Burattini, M. D. Gregorio, G. Tamburrini","doi":"10.1109/SBRN.2000.889728","DOIUrl":null,"url":null,"abstract":"This paper investigates the integration of verbal and visual information in explanation, from a hybrid neuro-symbolic perspective. The effectiveness of explanations provided by human experts is known to be often enhanced by multiple representation techniques. The latter seem particularly suitable in explanations concerning high-level visual tasks involving both top-down reasoning and bottom-up perceptual processes.","PeriodicalId":448461,"journal":{"name":"Proceedings. Vol.1. Sixth Brazilian Symposium on Neural Networks","volume":"218 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2000-01-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"7","resultStr":"{\"title\":\"Mental imagery in explanations of visual object classification\",\"authors\":\"E. Burattini, M. D. Gregorio, G. Tamburrini\",\"doi\":\"10.1109/SBRN.2000.889728\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"This paper investigates the integration of verbal and visual information in explanation, from a hybrid neuro-symbolic perspective. The effectiveness of explanations provided by human experts is known to be often enhanced by multiple representation techniques. The latter seem particularly suitable in explanations concerning high-level visual tasks involving both top-down reasoning and bottom-up perceptual processes.\",\"PeriodicalId\":448461,\"journal\":{\"name\":\"Proceedings. Vol.1. Sixth Brazilian Symposium on Neural Networks\",\"volume\":\"218 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2000-01-22\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"7\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Proceedings. Vol.1. Sixth Brazilian Symposium on Neural Networks\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/SBRN.2000.889728\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Proceedings. Vol.1. Sixth Brazilian Symposium on Neural Networks","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/SBRN.2000.889728","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Mental imagery in explanations of visual object classification
This paper investigates the integration of verbal and visual information in explanation, from a hybrid neuro-symbolic perspective. The effectiveness of explanations provided by human experts is known to be often enhanced by multiple representation techniques. The latter seem particularly suitable in explanations concerning high-level visual tasks involving both top-down reasoning and bottom-up perceptual processes.
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