Research Topic

Computational vision for industrial intelligence

About this Research Topic

Industrial intelligence is formed by the integration and development of artificial intelligence technology and industry. It runs through all aspects of industrial fields such as design, production, management, and service, and realizes technologies, methods, products and application systems that mimic or exceed human perception, analysis, and decision-making capabilities. It can be considered that the essence of industrial intelligence is the combination of general artificial intelligence technology with industrial scenarios, mechanisms, and knowledge to achieve innovative applications such as design model innovation, production intelligent decision-making, and resource optimization.

Visual signals contain a wealth of industrial information. Based on computational vision, it can provide deep insights for industrial manufacturing. Therefore, computational vision plays an important role in industrial intelligence. Such as computer-aided design based on computer vision, computer-aided manufacturing based on computer vision, and defect detection based on computer vision. The topics of this research include but are not limited to the following:

• Computational vision for design optimization
• Computational vision for manufacturing process monitoring
• Computational vision for defect detection
• Computational vision for industrial interpretability


Keywords: Computational Vision, Computer-aided manufacturing, industrial intelligence, defect detection, manufacturing process


Important Note: All contributions to this Research Topic must be within the scope of the section and journal to which they are submitted, as defined in their mission statements. Frontiers reserves the right to guide an out-of-scope manuscript to a more suitable section or journal at any stage of peer review.

Industrial intelligence is formed by the integration and development of artificial intelligence technology and industry. It runs through all aspects of industrial fields such as design, production, management, and service, and realizes technologies, methods, products and application systems that mimic or exceed human perception, analysis, and decision-making capabilities. It can be considered that the essence of industrial intelligence is the combination of general artificial intelligence technology with industrial scenarios, mechanisms, and knowledge to achieve innovative applications such as design model innovation, production intelligent decision-making, and resource optimization.

Visual signals contain a wealth of industrial information. Based on computational vision, it can provide deep insights for industrial manufacturing. Therefore, computational vision plays an important role in industrial intelligence. Such as computer-aided design based on computer vision, computer-aided manufacturing based on computer vision, and defect detection based on computer vision. The topics of this research include but are not limited to the following:

• Computational vision for design optimization
• Computational vision for manufacturing process monitoring
• Computational vision for defect detection
• Computational vision for industrial interpretability


Keywords: Computational Vision, Computer-aided manufacturing, industrial intelligence, defect detection, manufacturing process


Important Note: All contributions to this Research Topic must be within the scope of the section and journal to which they are submitted, as defined in their mission statements. Frontiers reserves the right to guide an out-of-scope manuscript to a more suitable section or journal at any stage of peer review.

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Submission Deadlines

21 August 2021 Abstract
19 December 2021 Manuscript

Participating Journals

Manuscripts can be submitted to this Research Topic via the following journals:

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Topic Editors

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Submission Deadlines

21 August 2021 Abstract
19 December 2021 Manuscript

Participating Journals

Manuscripts can be submitted to this Research Topic via the following journals:

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