Does the brain's ventral visual pathway compute object shape?

V Ayzenberg, M Behrmann - Trends in Cognitive Sciences, 2022 - cell.com
A rich behavioral literature has shown that human object recognition is supported by a
representation of shape that is tolerant to variations in an object's appearance …

Biocomposites: A review of materials and perception

T Manu, AR Nazmi, B Shahri, N Emerson… - Materials Today …, 2022 - Elsevier
With the increasing global attention on sustainability, biocomposites have been touted as a
solution to deal with the issues of unsustainable raw material production, product …

Ogc: Unsupervised 3d object segmentation from rigid dynamics of point clouds

Z Song, B Yang - Advances in Neural Information …, 2022 - proceedings.neurips.cc
In this paper, we study the problem of 3D object segmentation from raw point clouds. Unlike
all existing methods which usually require a large amount of human annotations for full …

Learning to detect 3D symmetry from single-view RGB-D images with weak supervision

Y Shi, X Xu, J Xi, X Hu, D Hu… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
3D symmetry detection is a fundamental problem in computer vision and graphics. Most
prior works detect symmetry when the object model is fully known, few studies symmetry …

Deep learning for free-hand sketch: A survey

P Xu, TM Hospedales, Q Yin, YZ Song… - IEEE transactions on …, 2022 - ieeexplore.ieee.org
Free-hand sketches are highly illustrative, and have been widely used by humans to depict
objects or stories from ancient times to the present. The recent prevalence of touchscreen …

[PDF][PDF] Deep learning models fail to capture the configural nature of human shape perception

N Baker, JH Elder - Iscience, 2022 - cell.com
A hallmark of human object perception is sensitivity to the holistic configuration of the local
shape features of an object. Deep convolutional neural networks (DCNNs) are currently the …

Exploring figure-ground assignment mechanism in perceptual organization

W Zhai, Y Cao, J Zhang, ZJ Zha - Advances in Neural …, 2022 - proceedings.neurips.cc
Perceptual organization is a challenging visual task that aims to perceive and group the
individual visual element so that it is easy to understand the meaning of the scene as a …

Twenty years of investigation with the case of prosopagnosia PS to understand human face identity recognition. Part I: Function

B Rossion - Neuropsychologia, 2022 - Elsevier
Following traumatic brain injury in adulthood, Pierrette Sapey (PS) became suddenly unable
to recognize the identity of people from their faces. Thanks to her remarkable recovery of …

Statistical learning in vision

J Fiser, G Lengyel - Annual Review of Vision Science, 2022 - annualreviews.org
Vision and learning have long been considered to be two areas of research linked only
distantly. However, recent developments in vision research have changed the conceptual …

Preferences need inferences: Learning, valuation, and curiosity in aesthetic experience

S Van de Cruys, J Bervoets… - … international handbook of …, 2022 - taylorfrancis.com
In this chapter, we describe how the individual's active involvement with works of art
contributes to the experience of them. Based on a review of recent experimental work, we …