Lectures related to Visual Intelligence: Machines and Minds

Computer Vision: Image Formation and Transformation

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

Geometric Stereo: Depth Recovery Techniques

Discusses geometric stereo principles and depth recovery techniques using stereo vision methods.

Visual Intelligence: Machines and Minds

Explores visual intelligence, image formation, computer vision, and representation understanding in machines and minds.

Computer Vision: Historical Insights and Project Inspirations

Explores the historical development of computer vision and inspires innovative project ideas.

Visual Intelligence: Machines and Minds

Explores visual intelligence, covering image formation, perception, computer vision, correspondence learning, motion analysis, and recognition in videos.

Visual Prostheses: History and Intracortical Stimulation

Explores the history and challenges of visual prostheses, focusing on intracortical microstimulation for artificial vision.

Restoring Conscious Visual Perception: Bypassing Eye Limitations

Covers methods to restore conscious visual perception by projecting images directly onto the visual brain, bypassing the eyes, particularly for blind patients.

Transformers in Vision: Applications and Architectures

Covers the impact of transformers in computer vision, discussing their architecture, applications, and advancements in various tasks.

Computer Vision History Recap

Offers a historical overview of computer vision, exploring key developments and influential figures in the field.

Depth Perception: Monocular and Binocular Cues

Covers depth perception, focusing on monocular and binocular cues, including motion parallax and stereoscopic vision.

Neuronal Dynamics: Aims and Challenges

Explores the aims and challenges in computational neuroscience, focusing on neuronal dynamics of cognition and mean-field arguments.

Perceptual Robotics: Integrating Vision and Action

Covers the integration of visual perception and robotic actions in embodied AI.

Galilean Transformations: Spacetime and Measurements

Explores Galilean transformations in spacetime, focusing on measurements and coordinate transformations.

Image Formation: Understanding 2D Projections from 3D Scenes

Explains the principles of image formation, covering light projection, digitization, and the pinhole camera model.

Understanding Human Perception

Discusses human perception mechanisms and processes in interpreting the world.

Classical Vision Theories: Understanding Perception and Cognition

Provides an overview of classical vision theories, exploring how perception is shaped by psychological and environmental factors.

Visual Intelligence: Machines and Minds

Explores visual intelligence, perception, image classification, and the connection between vision and action in complex systems.

Reconstructing Color Images: Techniques and Applications

Covers techniques for reconstructing color images using optical detection and artificial intelligence to enhance image quality and reduce noise.

Image Processing in Fiji

Covers the basics of image processing using Fiji software, focusing on managing files and applying filters.

Isometries in Euclidean Spaces

Explores isometries in Euclidean spaces, including translations, rotations, and linear symmetries, with a focus on matrices.