基于增量模型的关节运动特征识别

Proceedings of 1994 IEEE Workshop on Motion of Non-rigid and Articulated Objects Pub Date : 1994-11-11 DOI:10.1109/MNRAO.1994.346250

N. H. Goddard

{"title":"基于增量模型的关节运动特征识别","authors":"N. H. Goddard","doi":"10.1109/MNRAO.1994.346250","DOIUrl":null,"url":null,"abstract":"Discrimination of articulated movement is a central problem in perception. We present a model-based system designed to discriminate articulated movements and demonstrate its capabilities in distinguishing three human gaits. Recognition proceeds directly from uninterpreted visual motion features. The adaptive model of movement, the scenario, is based on discrete parameterized events separated by parameterized time intervals. Experimental results are shown for real data derived from moving light displays, demonstrating the effectiveness of the structured connectionist approach.<<ETX>>","PeriodicalId":336218,"journal":{"name":"Proceedings of 1994 IEEE Workshop on Motion of Non-rigid and Articulated Objects","volume":"147 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"1994-11-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"29","resultStr":"{\"title\":\"Incremental model-based discrimination of articulated movement from motion features\",\"authors\":\"N. H. Goddard\",\"doi\":\"10.1109/MNRAO.1994.346250\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Discrimination of articulated movement is a central problem in perception. We present a model-based system designed to discriminate articulated movements and demonstrate its capabilities in distinguishing three human gaits. Recognition proceeds directly from uninterpreted visual motion features. The adaptive model of movement, the scenario, is based on discrete parameterized events separated by parameterized time intervals. Experimental results are shown for real data derived from moving light displays, demonstrating the effectiveness of the structured connectionist approach.<<ETX>>\",\"PeriodicalId\":336218,\"journal\":{\"name\":\"Proceedings of 1994 IEEE Workshop on Motion of Non-rigid and Articulated Objects\",\"volume\":\"147 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"1994-11-11\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"29\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Proceedings of 1994 IEEE Workshop on Motion of Non-rigid and Articulated Objects\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/MNRAO.1994.346250\",\"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 of 1994 IEEE Workshop on Motion of Non-rigid and Articulated Objects","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/MNRAO.1994.346250","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}

引用次数: 29

摘要

对清晰运动的辨别是知觉中的一个核心问题。我们提出了一个基于模型的系统来区分关节运动，并展示了它在区分三种人类步态方面的能力。识别直接从未解释的视觉运动特征进行。运动的自适应模型，即场景，是基于由参数化时间间隔分隔的离散参数化事件。实验结果显示了来自移动光显示器的真实数据，证明了结构化连接主义方法的有效性

本文章由计算机程序翻译，如有差异，请以英文原文为准。

查看原文本刊更多论文

Incremental model-based discrimination of articulated movement from motion features

Discrimination of articulated movement is a central problem in perception. We present a model-based system designed to discriminate articulated movements and demonstrate its capabilities in distinguishing three human gaits. Recognition proceeds directly from uninterpreted visual motion features. The adaptive model of movement, the scenario, is based on discrete parameterized events separated by parameterized time intervals. Experimental results are shown for real data derived from moving light displays, demonstrating the effectiveness of the structured connectionist approach.<>

求助全文

通过发布文献求助，成功后即可免费获取论文全文。去求助

来源期刊

Proceedings of 1994 IEEE Workshop on Motion of Non-rigid and Articulated Objects

自引率

0.00%

发文量