The face inversion effect through the lens of deep neural networks.

Proc Biol Sci

Department of Psychology, Western University, 1151 Richmond Street , London, Ontario N6A 3K7, Canada.

Published: August 2024

Download full-text PDF

Source
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC11321844PMC
http://dx.doi.org/10.1098/rspb.2024.1342DOI Listing

Publication Analysis

Top Keywords

face inversion
4
inversion lens
4
lens deep
4
deep neural
4
neural networks
4
face
1
lens
1
deep
1
neural
1
networks
1

Similar Publications

How gene expression evolves to enable divergent ecological adaptation and how changes in gene expression relate to genomic architecture are pressing questions for understanding the mechanisms enabling adaptation and ecological speciation. Furthermore, how plasticity in gene expression can both contribute to and be affected by the process of ecological adaptation is crucial to understanding gene expression evolution, colonisation of novel niches and response to rapid environmental change. Here, we investigate the role of constitutive and plastic gene expression differences between host races, or host-specific ecotypes, of the peacock fly Tephritis conura, a thistle bud specialist.

View Article and Find Full Text PDF

Automated large-scale farmland preparation operations face significant challenges related to path planning efficiency and uniformity in resource allocation. To improve agricultural production efficiency and reduce operational costs, an enhanced method for planning land preparation paths is proposed. In the initial stage, unmanned aerial vehicles (UAVs) are employed to collect data from the field, which is then used to construct accurate farm models.

View Article and Find Full Text PDF

Perceived intrinsic 3D shape of faces is robust to changes in lighting direction, image rotation and polarity inversion.

Vision Res

December 2024

University of Essex, Department of Psychology, Wivenhoe Park, Colchester, CO4 3SQ, Essex, UK; University of Suffolk, Institute of Health and Wellbeing, Ipswich, IP4 1QJ, Suffolk, UK.

Face recognition from 2D images is influenced by various factors, including lighting conditions, viewing direction, rotation, and polarity inversion. It has been proposed that these techniques affect face recognition by distorting shape from shading. This study investigates the perception of 3D face shape in 2D images using a gauge figure task.

View Article and Find Full Text PDF
Article Synopsis
  • The study investigates polymorphic genomic inversions in the spruce bark beetle (Ips typographus), a significant forest pest in Europe, examining their prevalence and role in local adaptation.
  • Researchers analyzed 240 individuals across 18 populations, identifying 27 polymorphic inversions that account for ~28% of the genome, revealing a complex genomic landscape influenced by recombination and overlap.
  • The findings suggest that these inversions may be maintained by neutral processes rather than traditional evolutionary mechanisms, and they are notably enriched in genes related to odorant receptors, highlighting their potential impact on traits linked to ecological interactions.
View Article and Find Full Text PDF

Experience is known to be a key element involved in the modulation of face-processing abilities as manifested by the inversion effect, other-race, and other-age effects. Yet, it is unclear how exposure refines internal perceptual representations of faces to give rise to such behavioral effects. To address this issue, we investigated short- and long-term experienced stimulus history on face processing.

View Article and Find Full Text PDF

Want AI Summaries of new PubMed Abstracts delivered to your In-box?

Enter search terms and have AI summaries delivered each week - change queries or unsubscribe any time!