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A Pipeline Approach to Context-Aware Handwritten Text Recognition
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In: Applied Sciences; Volume 12; Issue 4; Pages: 1870 (2022)
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The visual and semantic features that predict object memory: Concept property norms for 1,000 object images
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Hovhannisyan, Mariam; Clarke, Alex; Geib, Benjamin R.; Cicchinelli, Rosalie; Monge, Zachary; Worth, Tory; Szymanski, Amanda; Cabeza, Roberto; Davis, Simon W.. - : Springer US, 2021. : Memory & Cognition, 2021
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Abstract:
Abstract: Humans have a remarkable fidelity for visual long-term memory, and yet the composition of these memories is a longstanding debate in cognitive psychology. While much of the work on long-term memory has focused on processes associated with successful encoding and retrieval, more recent work on visual object recognition has developed a focus on the memorability of specific visual stimuli. Such work is engendering a view of object representation as a hierarchical movement from low-level visual representations to higher level categorical organization of conceptual representations. However, studies on object recognition often fail to account for how these high- and low-level features interact to promote distinct forms of memory. Here, we use both visual and semantic factors to investigate their relative contributions to two different forms of memory of everyday objects. We first collected normative visual and semantic feature information on 1,000 object images. We then conducted a memory study where we presented these same images during encoding (picture target) on Day 1, and then either a Lexical (lexical cue) or Visual (picture cue) memory test on Day 2. Our findings indicate that: (1) higher level visual factors (via DNNs) and semantic factors (via feature-based statistics) make independent contributions to object memory, (2) semantic information contributes to both true and false memory performance, and (3) factors that predict object memory depend on the type of memory being tested. These findings help to provide a more complete picture of what factors influence object memorability. These data are available online upon publication as a public resource.
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Keyword:
Article; Concepts; Memory; Object recognition; Semantic memory
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URL: https://doi.org/10.17863/CAM.68809
https://www.repository.cam.ac.uk/handle/1810/321689
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The visual and semantic features that predict object memory: Concept property norms for 1,000 object images
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Exploring Blind and Sighted Users’ Interactions With Error-Prone Speech and Image Recognition
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6.803 / 6.833 The Human Intelligence Enterprise, Spring 2002 ; The Human Intelligence Enterprise
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6.803 / 6.833 The Human Intelligence Enterprise, Spring 2006 ; The Human Intelligence Enterprise
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Intelligent 3D Perception System for Semantic Description and Dynamic Interaction
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In: Sensors ; Volume 19 ; Issue 17 (2019)
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Data from: A low-threshold potassium current enhances sparseness and reliability in a model of avian auditory cortex ...
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THE ACOUSTIC QUALITIES THAT INFLUENCE AUDITORY OBJECT AND EVENT RECOGNITION
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Words affect visual perception by activating object shape representations ...
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| 12 |
Mental simulation of object orientation and size: A conceptual replication with second language learners
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In: Journal of the European Second Language Association; Vol 2, No 1 (2018); 38-48 ; 2399-9101 (2018)
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Altered cortico-striatal crosstalk underlies object recognition memory deficits in the sub-chronic phencyclidine model of schizophrenia
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| 14 |
Executive function, visual attention and the cocktail party problem in musicians and non-musicians
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| 15 |
Holistic face perception is modulated by experience-dependent perceptual grouping
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Prevalence of face recognition deficits in middle childhood.
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| 17 |
Developmental commonalities between object and face recognition in adolescence
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In: 7 ; 385 ; 1 ; 8 (2016)
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The use of case marking for predictive processing in second language Japanese
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| 19 |
ИССЛЕДОВАНИЕ ОПТИМАЛЬНЫХ РЕШАЮЩИХ ПРОЦЕДУР ДЛЯ ИДЕНТИФИКАЦИИ И КЛАССИФИКАЦИИ ЧЕЛОВЕКА НА ИЗОБРАЖЕНИИ
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