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Deep Learning for Computer Vision and Image Processing Sensors

This special issue belongs to the section “Sensing and Imaging“.

Special Issue Information

Dear Colleagues,

This Special Issue aims to bring together recent research advances in the field of deep learning for image-related tasks. The goal is to highlight the most innovative and impactful works that leverage deep learning algorithms to analyze and understand images captured by various sensors, including cameras, depth sensors, and other synthetic imaging devices. This issue aims to showcase the potentials of deep learning in computer-vision-based inspection, measurement, and image processing, including new techniques for visible and infrared image classification, object detection, segmentation, and static and deformable object tracking. Additionally, this Special Issue also aims to explore the challenges and opportunities in the integration of deep learning and image sensors for various applications, such as robotics, smart devices, and optical instruments.

Prof. Dr. Dongsheng Zhang
Dr. Zhilong Su 
Guest Editors

Manuscript Submission Information

Manuscripts should be submitted online at www.mdpi.com by registering and logging in to this website. Once you are registered, click here to go to the submission form. Manuscripts can be submitted until the deadline. All submissions that pass pre-check are peer-reviewed. Accepted papers will be published continuously in the journal (as soon as accepted) and will be listed together on the special issue website. Research articles, review articles as well as short communications are invited. For planned papers, a title and short abstract (about 250 words) can be sent to the Editorial Office for assessment.

Submitted manuscripts should not have been published previously, nor be under consideration for publication elsewhere (except conference proceedings papers). All manuscripts are thoroughly refereed through a single-blind peer-review process. A guide for authors and other relevant information for submission of manuscripts is available on the Instructions for Authors page. Sensors is an international peer-reviewed open access semimonthly journal published by MDPI.

Please visit the Instructions for Authors page before submitting a manuscript. The Article Processing Charge (APC) for publication in this open access journal is 2600 CHF (Swiss Francs). Submitted papers should be well formatted and use good English. Authors may use MDPI's English editing service prior to publication or during author revisions.

Keywords

  • defect/fault diagnosis
  • object tracking
  • sparse and dense optical flow
  • image analysis
  • measurement

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Published Papers

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Sensors - ISSN 1424-8220