• 文献检索
  • 文档翻译
  • 深度研究
  • 学术资讯
  • Suppr Zotero 插件Zotero 插件
  • 邀请有礼
  • 套餐&价格
  • 历史记录
应用&插件
Suppr Zotero 插件Zotero 插件浏览器插件Mac 客户端Windows 客户端微信小程序
定价
高级版会员购买积分包购买API积分包
服务
文献检索文档翻译深度研究API 文档MCP 服务
关于我们
关于 Suppr公司介绍联系我们用户协议隐私条款
关注我们

Suppr 超能文献

核心技术专利:CN118964589B侵权必究
粤ICP备2023148730 号-1Suppr @ 2026

文献检索

告别复杂PubMed语法,用中文像聊天一样搜索,搜遍4000万医学文献。AI智能推荐,让科研检索更轻松。

立即免费搜索

文件翻译

保留排版,准确专业,支持PDF/Word/PPT等文件格式,支持 12+语言互译。

免费翻译文档

深度研究

AI帮你快速写综述,25分钟生成高质量综述,智能提取关键信息,辅助科研写作。

立即免费体验

自然场景中的目标检测:基于空间和类别的注意力的独立作用。

Object detection in natural scenes: Independent effects of spatial and category-based attention.

作者信息

Stein Timo, Peelen Marius V

机构信息

Department of Psychology, University of Amsterdam, Amsterdam, The Netherlands.

Center for Mind/Brain Sciences, University of Trento, Trento, Italy.

出版信息

Atten Percept Psychophys. 2017 Apr;79(3):738-752. doi: 10.3758/s13414-017-1279-8.

DOI:10.3758/s13414-017-1279-8
PMID:28138945
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC5352795/
Abstract

Humans are remarkably efficient in detecting highly familiar object categories in natural scenes, with evidence suggesting that such object detection can be performed in the (near) absence of attention. Here we systematically explored the influences of both spatial attention and category-based attention on the accuracy of object detection in natural scenes. Manipulating both types of attention additionally allowed for addressing how these factors interact: whether the requirement for spatial attention depends on the extent to which observers are prepared to detect a specific object category-that is, on category-based attention. The results showed that the detection of targets from one category (animals or vehicles) was better than the detection of targets from two categories (animals and vehicles), demonstrating the beneficial effect of category-based attention. This effect did not depend on the semantic congruency of the target object and the background scene, indicating that observers attended to visual features diagnostic of the foreground target objects from the cued category. Importantly, in three experiments the detection of objects in scenes presented in the periphery was significantly impaired when observers simultaneously performed an attentionally demanding task at fixation, showing that spatial attention affects natural scene perception. In all experiments, the effects of category-based attention and spatial attention on object detection performance were additive rather than interactive. Finally, neither spatial nor category-based attention influenced metacognitive ability for object detection performance. These findings demonstrate that efficient object detection in natural scenes is independently facilitated by spatial and category-based attention.

摘要

人类在自然场景中检测高度熟悉的物体类别时效率极高,有证据表明,这种物体检测可以在(几乎)不借助注意力的情况下进行。在这里,我们系统地探讨了空间注意力和基于类别的注意力对自然场景中物体检测准确性的影响。对这两种注意力进行操控还能让我们研究这些因素是如何相互作用的:空间注意力的需求是否取决于观察者准备检测特定物体类别的程度,也就是说,取决于基于类别的注意力。结果表明,从一个类别(动物或车辆)中检测目标比从两个类别(动物和车辆)中检测目标更好,这证明了基于类别的注意力的有益效果。这种效果并不取决于目标物体与背景场景的语义一致性,这表明观察者关注的是来自提示类别的前景目标物体的视觉特征。重要的是,在三个实验中,当观察者同时在注视点执行一项需要注意力的任务时,外周呈现场景中的物体检测会显著受损,这表明空间注意力会影响自然场景感知。在所有实验中,基于类别的注意力和空间注意力对物体检测性能的影响是相加的,而非相互作用的。最后,空间注意力和基于类别的注意力都没有影响物体检测性能的元认知能力。这些发现表明,自然场景中的高效物体检测分别受到空间注意力和基于类别的注意力的促进。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/87b8/5352795/52c19ec46cfd/13414_2017_1279_Fig9_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/87b8/5352795/9550718c2fe2/13414_2017_1279_Fig1_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/87b8/5352795/e9f3b2179309/13414_2017_1279_Fig2_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/87b8/5352795/b8f2d55250fb/13414_2017_1279_Fig3_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/87b8/5352795/cf71d0a620b3/13414_2017_1279_Fig4_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/87b8/5352795/56544cd4fa4e/13414_2017_1279_Fig5_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/87b8/5352795/7090ba8036cf/13414_2017_1279_Fig6_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/87b8/5352795/d4fc1f71ae65/13414_2017_1279_Fig7_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/87b8/5352795/93786a6e91f1/13414_2017_1279_Fig8_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/87b8/5352795/52c19ec46cfd/13414_2017_1279_Fig9_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/87b8/5352795/9550718c2fe2/13414_2017_1279_Fig1_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/87b8/5352795/e9f3b2179309/13414_2017_1279_Fig2_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/87b8/5352795/b8f2d55250fb/13414_2017_1279_Fig3_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/87b8/5352795/cf71d0a620b3/13414_2017_1279_Fig4_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/87b8/5352795/56544cd4fa4e/13414_2017_1279_Fig5_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/87b8/5352795/7090ba8036cf/13414_2017_1279_Fig6_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/87b8/5352795/d4fc1f71ae65/13414_2017_1279_Fig7_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/87b8/5352795/93786a6e91f1/13414_2017_1279_Fig8_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/87b8/5352795/52c19ec46cfd/13414_2017_1279_Fig9_HTML.jpg

相似文献

1
Object detection in natural scenes: Independent effects of spatial and category-based attention.自然场景中的目标检测:基于空间和类别的注意力的独立作用。
Atten Percept Psychophys. 2017 Apr;79(3):738-752. doi: 10.3758/s13414-017-1279-8.
2
A bottom-up model of spatial attention predicts human error patterns in rapid scene recognition.一种自下而上的空间注意模型预测了快速场景识别中的人类错误模式。
J Vis. 2007 Jul 20;7(10):6.1-13. doi: 10.1167/7.10.6.
3
The contents of the search template for category-level search in natural scenes.自然场景中类别级搜索的搜索模板内容。
J Vis. 2013 Jun 7;13(3):13. doi: 10.1167/13.3.13.
4
The roles of scene gist and spatial dependency among objects in the semantic guidance of attention in real-world scenes.场景要点及物体间空间依存关系在现实场景中注意力语义引导方面的作用。
Vision Res. 2014 Dec;105:10-20. doi: 10.1016/j.visres.2014.08.019. Epub 2014 Sep 6.
5
The Neural Dynamics of Attentional Selection in Natural Scenes.自然场景中注意选择的神经动力学
J Neurosci. 2016 Oct 12;36(41):10522-10528. doi: 10.1523/JNEUROSCI.1385-16.2016.
6
View-invariant object category learning, recognition, and search: how spatial and object attention are coordinated using surface-based attentional shrouds.视图不变物体类别学习、识别与搜索:基于表面的注意力罩如何协调空间和物体注意力。
Cogn Psychol. 2009 Feb;58(1):1-48. doi: 10.1016/j.cogpsych.2008.05.001. Epub 2008 Jul 23.
7
Neural mechanisms of rapid natural scene categorization in human visual cortex.人类视觉皮层中快速自然场景分类的神经机制。
Nature. 2009 Jul 2;460(7251):94-7. doi: 10.1038/nature08103. Epub 2009 Jun 7.
8
Encoding-Stage Crosstalk Between Object- and Spatial Property-Based Scene Processing Pathways.基于物体和空间属性的场景处理通路之间的编码阶段串扰。
Cereb Cortex. 2015 Aug;25(8):2267-81. doi: 10.1093/cercor/bhu034. Epub 2014 Mar 7.
9
Involuntary attentional capture by task-irrelevant objects that match the search template for category detection in natural scenes.在自然场景中,与用于类别检测的搜索模板相匹配的任务无关对象对注意力的非自愿捕获。
Atten Percept Psychophys. 2015 May;77(4):1070-80. doi: 10.3758/s13414-015-0867-8.
10
Intention, attention and long-term memory for visual scenes: It all depends on the scenes.意图、注意力和视觉场景的长期记忆:这完全取决于场景。
Cognition. 2018 Nov;180:24-37. doi: 10.1016/j.cognition.2018.06.022. Epub 2018 Jul 5.

引用本文的文献

1
Effects of object-scene congruency with and without awareness.有无意识情况下物体-场景一致性的影响。
J Vis. 2025 Jun 2;25(7):3. doi: 10.1167/jov.25.7.3.
2
Visual periodicity reveals distinct attentional signatures for face and non-face categories.视觉周期性揭示了面孔和非面孔类别的不同注意特征。
Cereb Cortex. 2024 Jun 4;34(6). doi: 10.1093/cercor/bhae228.
3
Searching near and far: The attentional template incorporates viewing distance.远近搜索:注意力模板纳入了观察距离。

本文引用的文献

1
The Neural Dynamics of Attentional Selection in Natural Scenes.自然场景中注意选择的神经动力学
J Neurosci. 2016 Oct 12;36(41):10522-10528. doi: 10.1523/JNEUROSCI.1385-16.2016.
2
The time course of natural scene perception with reduced attention.注意力降低时自然场景感知的时间进程。
J Neurophysiol. 2016 Feb 1;115(2):931-46. doi: 10.1152/jn.00896.2015. Epub 2015 Nov 25.
3
Content-specific expectations enhance stimulus detectability by increasing perceptual sensitivity.特定内容期望通过提高感知敏感性来增强刺激的可检测性。
J Exp Psychol Hum Percept Perform. 2024 Feb;50(2):216-231. doi: 10.1037/xhp0001172.
4
Visual Distraction Disrupts Category-tuned Attentional Filters in Ventral Visual Cortex.视觉分心会扰乱腹侧视觉皮层中调谐注意力过滤器的功能。
J Cogn Neurosci. 2022 Jul 1;34(8):1521-1533. doi: 10.1162/jocn_a_01870.
5
Salience Models: A Computational Cognitive Neuroscience Review.显著性模型:计算认知神经科学综述
Vision (Basel). 2019 Oct 25;3(4):56. doi: 10.3390/vision3040056.
6
Waving goodbye to contrast: self-generated hand movements attenuate visual sensitivity.向对比度告别:自我产生的手部动作会减弱视觉敏感度。
Neurosci Conscious. 2019 Jan 22;2019(1):niy013. doi: 10.1093/nc/niy013. eCollection 2019.
7
How biological attention mechanisms improve task performance in a large-scale visual system model.生物注意机制如何提高大规模视觉系统模型中的任务表现。
Elife. 2018 Oct 1;7:e38105. doi: 10.7554/eLife.38105.
8
Conscious access in the near absence of attention: critical extensions on the dual-task paradigm.有意识的访问在几乎没有注意的情况下:双任务范式的关键扩展。
Philos Trans R Soc Lond B Biol Sci. 2018 Sep 19;373(1755). doi: 10.1098/rstb.2017.0352.
9
Reward Selectively Modulates the Lingering Neural Representation of Recently Attended Objects in Natural Scenes.奖赏选择性地调节自然场景中近期关注对象的持续神经表征。
J Neurosci. 2017 Aug 2;37(31):7297-7304. doi: 10.1523/JNEUROSCI.0684-17.2017. Epub 2017 Jun 19.
J Exp Psychol Gen. 2015 Dec;144(6):1089-104. doi: 10.1037/xge0000109. Epub 2015 Oct 12.
4
Expectations accelerate entry of visual stimuli into awareness.期望会加速视觉刺激进入意识的过程。
J Vis. 2015;15(8):13. doi: 10.1167/15.8.13.
5
Preparatory Activity in Posterior Temporal Cortex Causally Contributes to Object Detection in Scenes.颞叶后部皮层的准备活动对场景中的目标检测有因果贡献。
J Cogn Neurosci. 2015 Nov;27(11):2117-25. doi: 10.1162/jocn_a_00845. Epub 2015 Jun 23.
6
Prior expectations facilitate metacognition for perceptual decision.先前的预期有助于感知决策的元认知。
Conscious Cogn. 2015 Sep;35:53-65. doi: 10.1016/j.concog.2015.04.015. Epub 2015 May 16.
7
Involuntary attentional capture by task-irrelevant objects that match the search template for category detection in natural scenes.在自然场景中,与用于类别检测的搜索模板相匹配的任务无关对象对注意力的非自愿捕获。
Atten Percept Psychophys. 2015 May;77(4):1070-80. doi: 10.3758/s13414-015-0867-8.
8
What you see is what you expect: rapid scene understanding benefits from prior experience.所见即所望:快速场景理解得益于先前经验。
Atten Percept Psychophys. 2015 May;77(4):1239-51. doi: 10.3758/s13414-015-0859-8.
9
Blinded by the load: attention, awareness and the role of perceptual load.被负荷蒙蔽:注意、意识与感知负荷的作用。
Philos Trans R Soc Lond B Biol Sci. 2014 Mar 17;369(1641):20130205. doi: 10.1098/rstb.2013.0205. Print 2014 May 5.
10
Attention in the real world: toward understanding its neural basis.现实世界中的注意力:迈向理解其神经基础。
Trends Cogn Sci. 2014 May;18(5):242-50. doi: 10.1016/j.tics.2014.02.004. Epub 2014 Mar 13.