Special Issue "Sensors and Deep Learning for Digital Image Processing"
Deadline for manuscript submissions: closed (31 March 2021) | Viewed by 6346
Interests: color image enhancement, noise reduction, medical image analysis, facial expression recognition
Interests: image processing, medical image analysis, data mining, partitional clustering
Interests: multispectral imaging; image analysis; 3D measurement; material appearance
Special Issues, Collections and Topics in MDPI journals
Recently, deep learning has triggered a revolution in image processing and computer vision as it allows computational models of multiple layers to learn and represent data by imitating how the brain perceives and understands multimodal information. In recent years, deep learning methods have outperformed conventional machine learning techniques in many application areas including image enhancement, image segmentation, object detection, object recognition, scene understanding, image synthesis, healthcare and visual recognition, among many others.
We would like to invite the academic and industrial research community to submit original research as well as review articles to this Special Issue. Topics of interest include:
- Learning and Adaptive Sensor Fusion
- Multisensor Data Fusion
- Emerging Trends in Deep Learning Techniques
- Intelligent Measurement Systems
- Analysis of Image Sensor Data
- Data Augmentation Techniques
- Image Classification, Image Clustering, Object Detection, Object Localization, Object Detection, Image Segmentation, Image Compression
- Interpolation, Denoising, Deblurring, Dehazing, Inpainting and Super-Resolution
- Deep Learning Architectures for Remote Sensing
- Image Quality Assessment
- Deep Learning-Based Biometrics
- Human/Machine Smart Interfaces
- Industrial Applications
- 3D Point Cloud Measurement and Processing
- Image Synthesis
Prof. Dr. Bogdan Smolka
Prof. Dr. M. Emre Celebi
Prof. Dr. Takahiko Horiuchi
Prof. Dr. Gianluigi Ciocca
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 100 words) can be sent to the Editorial Office for announcement on this website.
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 2400 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.
- image processing
- machine learning
- data mining
- pattern recognition
- deep learning
- convolutional neural networks
- image enhancement
- object detection and recognition
- information processing