MemCat: a new category-based image set quantified on memorability
نویسندگان
چکیده
منابع مشابه
Memorability of Image Regions
While long term human visual memory can store a remarkable amount of visual information, it tends to degrade over time. Recent works have shown that image memorability is an intrinsic property of an image that can be reliably estimated using state-of-the-art image features and machine learning algorithms. However, the class of features and image information that is forgotten has not been explor...
متن کاملQuantifying Context Effects on Image Memorability.
Why do some images stick in our minds while others fade away? Recent work suggests that this is partially due to intrinsic differences in image content (Isola 2011, Bainbridge 2013, Borkin 2013). However, the context in which an image appears can also affect its memorability. Previous studies have found that images that are distinct, interfere less with other images in memory and are thus bette...
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Intrinsic and extrinsic effects on image memorability
Previous studies have identified that images carry the attribute of memorability, a predictive value of whether a novel image will be later remembered or forgotten. Here we investigate the interplay between intrinsic and extrinsic factors that affect image memorability. First, we find that intrinsic differences in memorability exist at a finer-grained scale than previously documented. Second, w...
متن کاملModeling Context Effects on Image Memorability
We use an information-theoretic framework to quantify context differences and image distinctiveness for predicting image memorability. We are able to quantify, using a large natural scene database, the observation that images that are unique or distinct with respect to their image context are better remembered.
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ژورنال
عنوان ژورنال: PeerJ
سال: 2019
ISSN: 2167-8359
DOI: 10.7717/peerj.8169