IEEE Transactions on Image Processing
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| IEEE Transactions on Image Processing | |
|---|---|
| Title | IEEE Transactions on Image Processing |
| Discipline | Computer science, Electrical engineering |
| Language | English |
| Editor | Michael Unser, Aggelos Katsaggelos |
| Publisher | IEEE |
| Country | United States |
IEEE Transactions on Image Processing is a monthly peer-reviewed scientific journal published by the IEEE. It covers research on Image processing, Computer vision, and Pattern recognition, with applications in Robotics, Medical imaging, and Remote sensing. The journal is edited by Michael Unser and Aggelos Katsaggelos, and its editorial board includes prominent researchers such as David Donoho, Yann LeCun, and Demetri Terzopoulos. The journal is sponsored by the IEEE Signal Processing Society and is considered one of the top journals in the field of Signal processing.
Introduction
The journal focuses on the theory, design, and implementation of Image processing algorithms and systems, with an emphasis on Computer vision and Machine learning. It publishes original research papers, review papers, and letters on topics such as Image restoration, Image segmentation, and Object recognition. The journal also covers applications of Image processing in various fields, including Biomedical engineering, Geographic information systems, and Surveillance. Researchers such as Richard Szeliski, Jitendra Malik, and Trevor Darrell have published their work in the journal, which is also closely related to other IEEE publications, such as IEEE Transactions on Pattern Analysis and Machine Intelligence and IEEE Transactions on Neural Networks and Learning Systems.
History
The journal was first published in 1992, with Alan Conrad Bovik as its founding editor-in-chief. Since then, it has been edited by prominent researchers such as Thrasyvoulos N. Pappas, Wendi Heinzelman, and Gonzalo R. Arce. The journal has undergone several changes over the years, including the introduction of new sections and the expansion of its editorial board to include researchers from diverse backgrounds, such as University of California, Berkeley, Massachusetts Institute of Technology, and Carnegie Mellon University. The journal has also been influenced by other IEEE publications, such as IEEE Transactions on Information Theory and IEEE Transactions on Communications.
Scope
The scope of the journal includes, but is not limited to, Image processing techniques such as Filtering, Transforms, and Wavelets; Computer vision topics such as Object recognition, Tracking, and Scene understanding; and Pattern recognition methods such as Classification, Clustering, and Regression. The journal also covers applications of Image processing in various fields, including Medical imaging, Remote sensing, and Quality control. Researchers from institutions such as Stanford University, University of Oxford, and California Institute of Technology have published their work in the journal, which is also closely related to other journals, such as Journal of the American Statistical Association and SIAM Journal on Imaging Sciences.
Publication
The journal is published monthly, with 12 issues per year. It is available in both print and electronic formats, and its articles are indexed in major databases such as Scopus, Web of Science, and Google Scholar. The journal has a strong Impact factor, with a 5-year impact factor of over 10, according to Journal Citation Reports. The journal is also available online through the IEEE Xplore digital library, which provides access to over 4 million articles from IEEE publications, including IEEE Transactions on Signal Processing and IEEE Transactions on Cybernetics.
Impact
The journal has a significant impact on the field of Image processing and Computer vision, with many of its articles being highly cited and influential. Researchers such as Yann LeCun, Joshua Bengio, and Geoffrey Hinton have published their work in the journal, which has also been cited by other prominent researchers, such as David Marr, Tomaso Poggio, and Shimon Ullman. The journal's articles have been applied in various fields, including Medical imaging, Surveillance, and Autonomous vehicles, and have been used by companies such as Google, Facebook, and Microsoft. The journal is also closely related to other conferences, such as Conference on Computer Vision and Pattern Recognition and International Conference on Computer Vision.
Editorial_Board
The editorial board of the journal consists of prominent researchers from around the world, including Michael Unser, Aggelos Katsaggelos, David Donoho, Yann LeCun, and Demetri Terzopoulos. The board is responsible for reviewing and selecting articles for publication, as well as providing guidance and oversight for the journal. The editorial board members are experts in their fields and have published numerous articles in top journals, including Nature, Science, and Proceedings of the National Academy of Sciences. They are also affiliated with prestigious institutions, such as Harvard University, University of California, Los Angeles, and University of Illinois at Urbana-Champaign. The journal's editorial board is also closely related to other IEEE editorial boards, such as IEEE Transactions on Automatic Control and IEEE Transactions on Control Systems Technology.