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CVMI@CVPR 2023 : 8th IEEE Workshop on Computer Vision for Microscopy Image Analysis (CVMI) @ CVPR 2023

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Link: https://cvmi-workshop.github.io/speakers.html
 
When Jun 19, 2023 - Jun 19, 2023
Where Vancouver, Canada
Submission Deadline Mar 22, 2023
Categories    deep learning   computer vision   machine learning   artificial intelligence
 

Call For Papers

The 8th IEEE Workshop on Computer Vision for Microscopy Image Analysis (CVMI) will be held in conjunction with CVPR 2023.

High-throughput microscopy enables researchers to acquire thousands of images automatically over a matter of hours. This makes it possible to conduct large-scale, image-based experiments for biological discovery. The main challenge and bottleneck in such experiments is the conversion of “big visual data” into interpretable information and hence discoveries. Visual analysis of large-scale image data is a daunting task. Cells need to be located and their phenotype (e.g., shape) described. The behaviors of cell components, cells, or groups of cells need to be analyzed. The cell lineage needs to be traced. Not only do computers have more “stamina” than human annotators for such tasks, they also perform analysis that is more reproducible and less subjective. The post-acquisition component of high-throughput microscopy experiments calls for effective and efficient computer vision techniques.

This workshop intends to draw more visibility and interest to this challenging yet fruitful field, and establish a platform to foster in-depth idea exchange and collaboration. Authors are invited to submit original and innovative papers. We aim for broad scope, topics of interest include but are not limited to:

* Image acquisition, calibration, enhancement
* Data generation, annotation, augmentation
* Image Classification
* Object detection, segmentation, shape/texture analysis
* Event detection
* Object tracking
* Image stitching and Registration
* Self-/weakly-/semi-supervised learning
* Transfer/few-shot learning
* 3D image analysis
* Multi-modal analysis
* Image datasets and benchmarking

Accepted papers will be included in the CVPR proceedings, on IEEE Xplore, and on CVF website.

Paper Submission Deadline: March 22nd 2023, 11:59:59 Pacific Time. Link to submission system: https://cmt3.research.microsoft.com/CVMI2023/Submission/Index

Workshop website: https://cvmi-workshop.github.io/speakers.html

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