Computer Vision Meetup: SyntStereo2Real: Edge-Aware GAN for Remote Sensing Image Translation

In this talk we’ll explore SyntStereo2Real, a lightweight I2I translation framework for stereo pairs considering a semantic-consistent translation of left and right images. Utilization of edge maps and an efficient warping loss are used to improve the matching of the generated pairs. This approach outperformed the current SOTA on remote sensing and autonomous driving datasets!

About the Speaker

Vasudha Venkatesan is a researcher and engineer with expertise in computer vision and machine learning. She has made significant contributions to the field of remote sensing, particularly addressing challenges related to stereo-matched data and domain generalization.

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Recorded on Aug 15, 2024 at the AI, Machine Learning and Computer Vision Meetup.

#computervision #machinelearning #datascience #ai #artificialintelligence