Introduction to EPFL: History, Missions, and Growth

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Related lectures (30)

Computer Vision: Image Formation and Transformation Log in to Mediaspace to watch this video

Provides an overview of image formation and transformation principles in computer vision.

Advanced Imaging: Centers Day Log in to Mediaspace to watch this video

Covers fostering advanced imaging through interdisciplinary collaborations and high-impact developments at EPFL.

Quantitative Imaging for Civil Engineers Log in to Mediaspace to watch this video

Introduces quantitative imaging concepts for civil engineers, covering resolution, optics, image quality, and 3D measurements.

Image Classification: Decision Trees & Random Forests Log in to Mediaspace to watch this video

Explores image classification using decision trees and random forests to reduce variance and improve model robustness.

Texture Analysis: Statistical and Structural Approaches Log in to Mediaspace to watch this video

Discusses texture analysis in images, focusing on statistical and structural properties, segmentation techniques, and machine learning applications for texture classification.

Image Processing I Log in to Mediaspace to watch this video

Covers the basics of image processing and its applications in various fields.

Image Processing I: Composition, Pooling, Continuity, and Denoising Log in to Mediaspace to watch this video

Explores composition, pooling, continuity, denoising, and popular CNN architectures for image segmentation in image processing.

Shape from Shading: Recovering 3D Information from 2D Images Log in to Mediaspace to watch this video

Covers the techniques for recovering 3D shape information from 2D images using shading models and modern deep learning approaches.

Image Processing in Frequency Space Log in to Mediaspace to watch this video

Explores Fourier Transform, frequency filtering, segmentation, and particle size estimation using image analysis techniques.

Image Processing Basics Log in to Mediaspace to watch this video

Covers the basics of image processing, focusing on writing a program to process images.

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