posted by user: flatdog || 2111 views || tracked by 4 users: [display]

VIPimage 2019 : VipImage 2019 thematic session on the Intersection between Image Processing and Machine Learning in Biomedical Applications

FacebookTwitterLinkedInGoogle

Link: https://paginas.fe.up.pt/~vipimage/docs/Session_Image_Processing_Machine_Learning_Biomedical_Apps.pdf
 
When Oct 16, 2019 - Oct 18, 2019
Where Porto, Portugal
Submission Deadline Apr 30, 2019
Notification Due Jun 15, 2019
Final Version Due Jun 30, 2019
Categories    computer vision   image processing   biomedical   computer science
 

Call For Papers

Image Processing and Machine Learning techniques play a fundamental role in the analysis of biomedical data. Computer Aided Detection and Diagnosis tools have the potential to greatly improve several health-related pipelines. These types of tools are often based on Image Processing and Machine Learning techniques. Traditionally, the pipelines are composed of some initial Image Processing steps, followed by a final Machine Learning block that performs a decision. With the advent of Deep Learning, and, for images in particular, Convolutional Neural Networks, several questions arise. Some of them include: Is there a relationship between “old school” techniques and deep ones (e.g. between Gabor Filters and the Filters extracted with Convolutional Neural Networks)? Are traditional image processing pipelines outdated or should they be used in combination with more recent techniques? In terms of interpretability, would health staff be more comfortable with the traditional methods? Are there available sufficiently good explanatory methods to help explain the algorithm to health workers? This thematic session will provide an opportunity to the bioengineering and biomedical community to exchange knowledge and information on the latest advances and challenges in the relationships, and complementarity of Image Processing and Machine Learning methods. We hope to bring together researchers who are interested in the general fields of Image Processing and Machine Learning, especially in its applications to biomedical areas.

Related Resources

SIPPR 2021   2021 International Symposium on Signal, Image Processing and Pattern Recognition (SIPPR 2021)
CCVPR 2020   2020 3rd International Joint Conference on Computer Vision and Pattern Recognition (CCVPR 2020)
ICVISP 2020   2020 4th International Conference on Vision, Image and Signal Processing (ICVISP 2020)
ACM--NLPIR--Ei Compendex and Scopus 2020   ACM--2020 4th International Conference on Natural Language Processing and Information Retrieval (NLPIR 2020)--Scopus, Ei Compendex
ICFSP--IEEE, Ei, Scopus 2021   IEEE--2021 6th International Conference on Frontiers of Signal Processing (ICFSP 2021)--Ei Compendex, Scopus
AIP Journal - Indexed in Scopus 2020   Journal of Social and Business Informatics - Acta Informatica Pragensia
SCOPUS-3CE 2021   2021 Asia Conference on Communications and Computer Engineering (3CE 2021)
ICSC 2021   International Conference on Semantic Computing
DMMLACS 2020   1st International Special Session on Data Mining and Machine Learning Applications for Cyber Security
SDLDIP 2021   Special Issue on Sensors and Deep Learning for Digital Image Processing