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Mastering the Triad of Data, Models and Tasks in Deep Learning for Image Understanding

• Authors : Nagarajan, Bhalaji; University/Department: Universitat de Barcelona. Departament de Matemàtiques i Informàtica; ...

Subjects: Processament d'imatges; Proceso de imágenes; Image processing

• Source: TDX (Tesis Doctorals en Xarxa)

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Computational experiments with cellular-automata generated images reveal intrinsic limitations of convolutional neural networks on pattern recognition tasks.

• Authors : Lei, Weihua¹; Zanchettin, Cleber^2,3; Santos, Flávio A. O.³

• Source: APL Machine Learning. Sep2024, Vol. 2 Issue 3, p1-11. 11p.

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VisualSAF-A Novel Framework for Visual Semantic Analysis Tasks

• Authors : Antonio V. A. Lundgren; Byron L. D. Bezerra; Carmelo J. A. Bastos-Filho

Subjects: Visual semantic analysis; computer vision; assistive robotics

• Source: IEEE Access, Vol 13, Pp 21052-21063 (2025)

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Evaluating the Impact of Face Anonymization Methods on Computer Vision Tasks: A Trade-Off Between Privacy and Utility

• Authors : Roland Stenger; Steffen Busse; Jonas Sander

Subjects: Image analysis; data privacy; synthetic data

• Source: IEEE Access, Vol 13, Pp 11070-11079 (2025)

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A Common Knowledge-Driven Generic Vision Inspection Framework for Adaptation to Multiple Scenarios, Tasks, and Objects.

• Authors : Zhao, Delong¹ (AUTHOR) ; Kong, Feifei¹ (AUTHOR); Lv, Nengbin¹ (AUTHOR)

• Source: Sensors (14248220). Jul2024, Vol. 24 Issue 13, p4120. 31p.

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Toward Enabling Robotic Visual Perception for Assembly Tasks

• Authors : Wang, Hao, 1996

Subjects: HRC; Robotic visual perception; Human-robot collaboration

• Source: EWASS Empowering Human Workers for Assembly of Wire Harnesses.

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Diverse task-driven modeling of macaque V4 reveals functional specialization towards semantic tasks.

• Authors : Cadena, Santiago A.^1,2,3,4 (AUTHOR) ; Willeke, Konstantin F.^3,4,5 (AUTHOR); Restivo, Kelli^6,7 (AUTHOR)

• Source: PLoS Computational Biology. 5/23/2024, Vol. 20 Issue 5, p1-29. 29p.

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A comparative study of YOLOv5 and YOLOv8 for corrosion segmentation tasks in metal surfaces

• Authors : Edmundo Casas; Leo Ramos; Cristian Romero

Subjects: Corrosion; Instance segmentation; Image segmentation

• Source: Array, Vol 22, Iss , Pp 100351- (2024)

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Event-based dataset for the detection and classification of manufacturing assembly tasks

• Authors : Laura Duarte; Pedro Neto

Subjects: Task classification; Dynamic vision sensor; Manufacturing

• Source: Data in Brief, Vol 54, Iss , Pp 110340- (2024)

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Solving Partially Observable 3D-Visual Tasks with Visual Radial Basis Function Network and Proximal Policy Optimization

• Authors : Julien Hautot; Céline Teulière; Nourddine Azzaoui

Subjects: visual reinforcement learning; state representation learning; radial basis function network

• Source: Machine Learning and Knowledge Extraction, Vol 5, Iss 4, Pp 1888-1904 (2023)

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