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VrR-VG: Refocusing Visually-Relevant Relationships [article]

Yuanzhi Liang, Yalong Bai, Wei Zhang, Xueming Qian, Li Zhu, Tao Mei
2019 arXiv   pre-print
Suffering from the high predictability with non-visual information, existing methods tend to fit the statistical bias rather than "learning" to "infer" the relationships from images.  ...  Relationships encode the interactions among individual instances, and play a critical role in deep visual scene understanding.  ...  The experimental results demonstrate that the visually-relevant relationship plays an important role in high-level visual understanding.  ... 
arXiv:1902.00313v2 fatcat:d43grgaz6zdexeafkam5bjzfsm

RethNet: Object-by-Object Learning for Detecting Facial Skin Problems [article]

Shohrukh Bekmirzaev, Seoyoung Oh, Sangwook Yoo
2021 arXiv   pre-print
Detecting individual skin lesion in a dense group is a challenging task, because of ambiguities in the appearance of the visual data.  ...  Therefore, we propose REthinker blocks that are composed of the locally constructed convLSTM/Conv3D layers and SE module as a one-shot attention mechanism whose responsibility is to increase network's  ...  The lesion classes that have visual similarity can be seen as a fine-grained classification problem. There are 2594 images for training, 100 images for validation, and 1000 images for the test.  ... 
arXiv:2101.02127v2 fatcat:5kbkhc7l4vgffnds6nnjnvrkui

Expanding Perspectives for Comprehending Visual Images in Multimodal Texts

Frank Serafini
2011 Journal of Adolescent & Adult Literacy  
In order to help middle and high school teachers expand the strategies students draw from to interpret and understand visual images and multimodal texts, I provide examples from each perspective.  ...  To introduce students to the strategies necessary for comprehending multimodal texts, it is important that teachers understand how to take advantage of multimodal texts in general, and the visual images  ...  However, users may print, download, or email articles for individual use.  ... 
doi:10.1598/jaal.54.5.4 fatcat:bcvikrv4grhivf2gbj6ubtyq3u

Rethinking image indexing?

Hans Dam Christensen
2017 Journal of the Association for Information Science and Technology  
The article goes on: ". . . topical relationships on this layer [Layer 1] are explicit and straightforward"; this layer "does not focus on high-level meaning, it relies on minimal context information"  ...  framework for modeling and analyzing image topics and image tagging that improves our theoretical understanding of image topicality" (Huang et al., 2015 (Huang et al., , p. 1616 .  ... 
doi:10.1002/asi.23812 fatcat:cgx3srpd5zfjxfhh2fsbnr5eva

Theorizing Subjectivity and Community Through Film

Jakub Morawski
2016 IAFOR Journal of Media, Communication & Film  
For my methodology I will be using a combination of concepts coined by contemporary philosophers that question historical divisions of Modern/Postmodern, High Art/Popular Art, Reality/Fiction, etc.  ...  I will give a detailed understanding of how both theoretical perspectives in film studies as well as the artistic practice of film making try to rethink new ways of possibility of being together.  ...  By the concept of sentence-image he understands: something different from the combination of a verbal sequence and a visual form.  ... 
doi:10.22492/ijmcf.3.1.02 fatcat:7a7pyfxdgrhujogmpaxcsys5qu

Painting the Odalisque: Reclaiming the Hierarchies of Aesthetics by Trans-Modern Critique

2019 Journal of Tourism, Hospitality and Sports  
, landscape and visual cultures.  ...  Western aesthetics created an illusionistic link between the oriental society and occidental audience when modern artists from western cultures painted the orient and exaggerated the images of its people  ...  The structure of this conception in visual arts reproduces into three levels or components, which are form, content, and subject (D'Alleva, 2005).  ... 
doi:10.7176/jths/43-06 fatcat:znogfk7plzfcdpzuz3b6dkxnpa

Imagery - Transcoding a Linguistic Sense to an Iconic Sense

Alina Iftime, Carmen-Mihaela Varasteanu
2013 Procedia - Social and Behavioral Sciences  
The use of images in the audio-visual language learning methods is based on a clear strategy for implementing the relationship between text meaning and images, for the association of the term of linguistic  ...  The purpose of this article is to determine the role of the imagery method in assessing the competence of oral understanding at the level of the school age students who study French as a foreign language  ...  The visual memory is responsible for preserving and reproduction of visual images. It is directly linked to imagination.  ... 
doi:10.1016/j.sbspro.2013.06.142 fatcat:noe6rjrgtngclltvsh6pu4lyei

What Remains of Visual Semantic Embeddings [article]

Yue Jiao, Jonathon Hare, Adam Prügel-Bennett
2021 arXiv   pre-print
Our work makes it fair for evaluating visual semantic embedding models on a ZSL setting in which semantic inference is decisive.  ...  We build a unified framework for ZSL with contrastive learning as pre-training, which guarantees no semantic information leakage and encourages linearly separable visual features.  ...  ZSL is also an important task for demonstrating how a machine learning model understands high-level semantic information and transfers knowledge from seen to unseen classes.  ... 
arXiv:2107.11991v1 fatcat:6rtvgzt3cvhpvixt6lhjsl7xra

Visual narrative: a technique to enhance secondary students? contribution to the development of inclusive, socially just school environments ? lessons from a box of crayons

Suzanne Carrington, Kate Allen, Daniel Osmolowski
2007 Journal of Research in Special Educational Needs  
Research methodology using visual narrative techniques provided the students with a conceptual lens to view their school community.  ...  The examples of visual narrative shared in this presentation depict problems, contradictions of exclusion and celebrations of inclusion in the lived world of the students.  ...  We all developed a deeper level of respect for each other's perspectives and this provided an understanding of relationships and culture in secondary schools that had not been considered before.  ... 
doi:10.1111/j.1471-3802.2007.00076.x fatcat:f6i3wjmvdvhhnew2nvaj62oo7a

Girls with Disabilities in the Global South: Rethinking the Politics of Engagement

Xuan Thuy Nguyen
2016 Girlhood Studies An Interdisciplinary Journal  
This case study represents a decolonizing approach for understanding the experiences of disabled girls in the Global South in ways that challenge the Western framing of disability and girlhood.  ...  In this article I describe how participatory visual methodologies can be used to construct knowledge on inclusion and exclusion with girls with disabilities in Vietnam.  ...  Acknowledgements I would like to thank Claudia Mitchell, Nirmala Erevelles, and Fiona Cheuk for providing their very thoughtful comments and suggestions towards the improvement of this article.  ... 
doi:10.3167/ghs.2016.090105 fatcat:4zyel2fqivgbbkcmuloefkqbu4

Transformations of Oil: Visibility, Scale, and Climate in Warren Cariou's Petrography

Elysia H. French
2017 RACAR Revue d art canadienne  
I am grateful for our conversations, for his insight and thoughtful contributions to my work. I would also like to thank Ersy Contogouris and the editorial team at RACAR.  ...  ACKNowleDgeMeNtS I would like to thank Warren Cariou for generously taking the time over the course of the past year to speak with me about his work.  ...  an industrial level.  ... 
doi:10.7202/1040840ar fatcat:epx6p65trfd23pengjpalrxl4e

Visual Literacy in Educational Practice

Oksana Duchak
2014 Czech-Polish Historical and Pedagogical Journal  
Students with a high level of prior knowledge of the subject better responded with the animated form of graphics while learning descriptive facts.  ...  are wired for images.  ... 
doi:10.2478/cphpj-2014-0017 fatcat:mo4zz33nprf7rpewmv5h4eosoq

Images, imagination and the global environment: towards an interdisciplinary research agenda on global environmental images

Sebastian Vincent Grevsmühl
2016 Geo: Geography and Environment  
One possibility, it is argued, is to develop a broader historical framework for understanding how the visual actively shaped scientific and environmental discourse, and how it stimulated the rise of holistic  ...  The essay concludes by suggesting three basic theses which seem particularly promising for future interdisciplinary inquiries into global environmental images.  ...  Acknowledgements I would like to thank two anonymous reviewers for their helpful comments and critics as well as the Editors for their support, guidance and valuable suggestions.  ... 
doi:10.1002/geo2.20 fatcat:tondq3hxbraddpaadzdth5fuz4

Rethinking Revolutions: Soyabean, Choupals, and the Changing Countryside in Central India

Poonam Pandey
2017 Journal of Scientometric Research  
For STS scholars, this book provides an apt space to understand the effect of specific socio-cultural factors such as caste, community-based relationships, and gender in affecting the technology mediated  ...  For example, by putting local farmers into the global value chain of soya bean, the process of quality evaluation transformed from visual evaluation to technology-mediated evaluation.  ... 
doi:10.5530/jscires.6.1.9 fatcat:nm5k2hvouratdefjohaskp33ne

Amblyopia: The Thalamus Is a No-Go Area for Visual Acuity

Koen Seignette, Christiaan N. Levelt
2018 Current Biology  
[1] makes an important contribution to the amblyopia research field by forcing us to rethink how visual acuity and ocular dominance are related.  ...  At a later age, however, curing amblyopia is difficult and understanding what is going on under the hood is crucial for the development of new therapies.  ... 
doi:10.1016/j.cub.2018.04.081 pmid:29920266 fatcat:uhhtakcuqvaonjd2bekqy3pp3m
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