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Preface
As a newcomer to CV, it is necessary to remember the three top conferences in computer vision: ICCV, CVPR, ECCV, collectively called ICE.
Unlike other academic fields, computer science uses conferences rather than journals as the main way to publish research results. At present, foreign computer circles mainly evaluate the academic level of papers published in top academic conferences. Especially in the fields of machine learning, computer vision and artificial intelligence, top conferences are king.
However, the current standard for evaluating academic level in my country mainly depends on publishing SCI papers in academic journals. This approach of "using SCI journals as evaluation standards" has been criticized.
Why are conference papers more important than journal papers?
Because the fields of machine learning, computer vision, and artificial intelligence are developing very rapidly, new jobs are emerging one after another. If you submit a paper to a journal, it will be a little out of publication in one or two years. Therefore, most of the latest work is first published in top conferences, which can fully reflect the "hot research directions" and "the latest methods."
Many classic works may be cited from papers in a certain top journal. This is because the journal papers are more complete and fully experimental. But in fact, many of them started at top conferences. Such as PLSA, Latent Dirichlet Allocation, etc.
If you pay attention to the pulications of the big players in these fields, it is not difficult to find that they value these top conferences very much. Many people are 80% conferences + 20% journals. Now that the big cows post their latest work at top conferences, why not go to top conferences?
1. What are ICCV, ECCV and CVPR?
1.ICCV
The full name of ICCV is IEEE International Conference on Computer Vision, that is, the International Computer Vision Conference, which is recognized as the highest level among the three conferences. Its venue will be selected worldwide, and it will be held every two years.
2.ECCV
The full name of ECCV is European Conference on Computer Vision, the European International Conference on Computer Vision. It is held every two years, which coincides with the ICCV.
3.CVPR
The full name of CVPR is IEEE Conference on Computer Vision and Pattern Recognition, which is the IEEE International Conference on Computer Vision and Pattern Recognition. The conference is generally held in June and is held in the United States. It is an annual conference.
Second and third conference links and paper download links
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ICCV:http://www.informatik.uni-trier.de/~ley/db/conf/iccv/index.html
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ECCV ：http://www.informatik.uni-trier.de/~ley/db/conf/eccv/index.html
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Download computer vision conference papers, including ICCV, CVPR, ECCV, ACCV, etc.
CVPapers-Computer Vision Resource: http://www.cvpapers.com/ -
IPOL image processing and analysis classic online (document + C/C++ source code): http://www.ipol.im/