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Related lectures (29)
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Visual Intelligence: Machines and Minds
Explores visual intelligence, covering image formation, perception, computer vision, correspondence learning, motion analysis, and recognition in videos.
Internship Report: Hangqian Li
Covers an internship report at Tencent Al lab, focusing on 3D avatar reconstruction and neural rendering techniques.
Thermal Comfort Monitoring: Non-Intrusive Solutions
Presents a framework for non-intrusive thermal comfort monitoring using computer vision and machine learning techniques.
Convolutional filters as inductive bias for images
Delves into convolutional filters as an inductive bias for images in neural networks, emphasizing independence to translation and local feature detectors.
Image Processing I: Correlation Measures and Matched Filtering
Explores correlation measures, matched filtering, and feature extraction in image processing.
Visual Intelligence: Machines and Minds
Explores the history and techniques of computer vision, covering image formation, transformation, dynamic perspectives, and 3D estimation cues.
Robust Vision: Data Augmentation and Ensembling Techniques
Explores data augmentation and ensembling techniques for robust vision, comparing ViT and ResNet models.
Computer Vision: Historical Insights and Project Inspirations
Explores the historical development of computer vision and inspires innovative project ideas.
Deep Learning: Edge Detection and Neural Networks
Discusses edge detection techniques and the evolution of deep learning in neural networks.