In the novel Frankenstein, the creature “monster” has no name. He is called “monster” and “devil” since he wascreated. This paper explores the lack of monster’s identity, tracing monster’s identity chasing jou...In the novel Frankenstein, the creature “monster” has no name. He is called “monster” and “devil” since he wascreated. This paper explores the lack of monster’s identity, tracing monster’s identity chasing journey, to figure outlacking proper identity’s impact on the monster. From the analysis of monster’s identity, people are reminded toreconsider their responsibility and stereotypes when communicating with others.展开更多
行人重识别(person re-identification, Person Re ID)技术对安全监控和个人跟踪等领域至关重要,但标注数据的稀缺性和高成本限制了其广泛应用。针对这一问题,设计一种基于身份导向自监督表示(Identity-seeking Self-supervised Represe...行人重识别(person re-identification, Person Re ID)技术对安全监控和个人跟踪等领域至关重要,但标注数据的稀缺性和高成本限制了其广泛应用。针对这一问题,设计一种基于身份导向自监督表示(Identity-seeking Self-supervised Representation, ISR)学习方法的寻人系统,能够从大规模无标注视频数据中学习并提取人员的特征表示。系统架构分为三个模块:首先,利用YOLOV8模型对视频流中的人物进行检测,并自动裁剪出galley图片;其次,通过ISR学习方法对galley图片进行特征提取,并构建特征数据库;最后,在特征数据库中,检索与查询图片相似的galley图片,并关联到对应的视频帧。实验结果证明,系统搜索准确高效,具有广泛的应用价值和实用潜力。展开更多
文摘In the novel Frankenstein, the creature “monster” has no name. He is called “monster” and “devil” since he wascreated. This paper explores the lack of monster’s identity, tracing monster’s identity chasing journey, to figure outlacking proper identity’s impact on the monster. From the analysis of monster’s identity, people are reminded toreconsider their responsibility and stereotypes when communicating with others.
文摘行人重识别(person re-identification, Person Re ID)技术对安全监控和个人跟踪等领域至关重要,但标注数据的稀缺性和高成本限制了其广泛应用。针对这一问题,设计一种基于身份导向自监督表示(Identity-seeking Self-supervised Representation, ISR)学习方法的寻人系统,能够从大规模无标注视频数据中学习并提取人员的特征表示。系统架构分为三个模块:首先,利用YOLOV8模型对视频流中的人物进行检测,并自动裁剪出galley图片;其次,通过ISR学习方法对galley图片进行特征提取,并构建特征数据库;最后,在特征数据库中,检索与查询图片相似的galley图片,并关联到对应的视频帧。实验结果证明,系统搜索准确高效,具有广泛的应用价值和实用潜力。
