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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. |
Call for Papers |
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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 ·Image calibration ·Background correction ·Object detection ·Segmentation ·Stitching and Registration ·Event detection ·Object tracking ·Shape analysis ·Texture analysis ·Classification ·Big image data to knowledge ·Image datasets and benchmarking |
Summary |
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CVMI@CVPR 2020 : 5th Workshop on Computer Vision for Microscopy Image Analysis will take place in Seattle, WA, USA. It’s a 1 day event starting on Jun 19, 2020 (Friday) and will be winded up on Jun 19, 2020 (Friday). CVMI@CVPR 2020 falls under the following areas: DEEP LEARNING, COMPUTER VISION, MACHINE LEARNING, ARTIFICIAL INTELLIGENCE, etc. Submissions for this Workshop can be made by Mar 27, 2020. Authors can expect the result of submission by Apr 13, 2020. Upon acceptance, authors should submit the final version of the manuscript on or before Apr 20, 2020 to the official website of the Workshop. Please check the official event website for possible changes before you make any travelling arrangements. Generally, events are strict with their deadlines. It is advisable to check the official website for all the deadlines. Other Details of the CVMI@CVPR 2020
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Credits and Sources |
| [1] CVMI@CVPR 2020 : 5th Workshop on Computer Vision for Microscopy Image Analysis |
