Exploring the role of computer vision in product design and development: a comprehensive review

Yang, Lu; Kumar, Raman; Kaur, Rupinder; Babbar, Atul; Makhanshahi, Gurfateh Singh; Singh, Arshpreet; Kumar, Raman; Bhowmik, Abhijit; Alawadi, Ahmed

doi:10.1007/s12008-024-01765-7

“…Predictions are then filtered to iteratively generate strong pseudo-labels, enabling unbiased updates to the student network. Furthermore, to reduce the image-level discrepancy between the teacher and student models, enhance domain consistency, and enrich the diversity of training inputs, we adopt Contrastive Unpaired Translation (CUT) [10], a state-of-the-art unsupervised image-to-image translation method. CUT operates by transforming source domain images into the stylistic characteristics of the target domain, thereby generating pseudo-images in an offline manner.…”

Section: Introductionmentioning

confidence: 99%

Ceramic gasket defect detection based on semi-supervised domain adaptive YOLOv7_OBB

He¹,

Wang²,

Chen³

et al. 2025

Eng. Res. Express

0

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Exaggerated anticipatory anxiety is common in social anxiety disorder (SAD). Neuroimaging studies have revealed altered neural activity in response to social stimuli in SAD, but fewer studies have examined neural activity during anticipation of feared social stimuli in SAD. The current study examined the time course and magnitude of activity in threat processing brain regions during speech anticipation in socially anxious individuals and healthy controls (HC). Method Participants (SAD n = 58; HC n = 16) underwent functional magnetic resonance imaging (fMRI) during which they completed a 90s control anticipation task and 90s speech anticipation task.

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Optimizing wire-cut EDM parameters through evolutionary algorithm: a study for improving cost efficiency in turbo-machinery manufacturing

Sen¹,

Dasgupta²,

Bhowmik³

2024

Int J Interact Des Manuf

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Exaggerated anticipatory anxiety is common in social anxiety disorder (SAD). Neuroimaging studies have revealed altered neural activity in response to social stimuli in SAD, but fewer studies have examined neural activity during anticipation of feared social stimuli in SAD. The current study examined the time course and magnitude of activity in threat processing brain regions during speech anticipation in socially anxious individuals and healthy controls (HC). Method Participants (SAD n = 58; HC n = 16) underwent functional magnetic resonance imaging (fMRI) during which they completed a 90s control anticipation task and 90s speech anticipation task.

Stairdepth: a novel staircase detection through depth maps generated by depth anything V2

Shekar¹,

Chandrika²,

Naidu³

et al. 2025

Int. j. inf. tecnol.

0

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Exaggerated anticipatory anxiety is common in social anxiety disorder (SAD). Neuroimaging studies have revealed altered neural activity in response to social stimuli in SAD, but fewer studies have examined neural activity during anticipation of feared social stimuli in SAD. The current study examined the time course and magnitude of activity in threat processing brain regions during speech anticipation in socially anxious individuals and healthy controls (HC). Method Participants (SAD n = 58; HC n = 16) underwent functional magnetic resonance imaging (fMRI) during which they completed a 90s control anticipation task and 90s speech anticipation task.

Exploring the role of computer vision in product design and development: a comprehensive review

Cited by 18 publications

References 212 publications

Ceramic gasket defect detection based on semi-supervised domain adaptive YOLOv7_OBB

Ceramic gasket defect detection based on semi-supervised domain adaptive YOLOv7_OBB

Optimizing wire-cut EDM parameters through evolutionary algorithm: a study for improving cost efficiency in turbo-machinery manufacturing

Stairdepth: a novel staircase detection through depth maps generated by depth anything V2

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