Displaying 352 resources
Neural Speech Recognition
This lecture overviews Neural Speech Recognition is a special case of Automatic Speech Recognition (ASR), i.e., the transcription of speech to text that has many applications e.g., in call centers, dictation, meeting minutes creation, Smart assistant
Image Transforms
This lecture overviews Image Transforms that are instrumental in image filtering, compression and power spectrum estimation.
Introduction to Signals and Systems
This lecture overviews Signals and Systems. 1D signals, 2D signals (images), 3D signals (videos, medical volumes) are presented. Multichannel signals come next.
Geometry
This lecture overviews Geometry that has many applications in Computer Vision and Machine Learning.
LiDAR in Robotics and Autonomous Systems
This lecture overviews LiDAR principles and technology. Active 3D shape reconstruction methods. Time-of-Flight principle. Pulsed wave. Continuous-wave propagation. Laser ToF Technology: LiDAR.
Music Genre Recognition
This lecture overviews Music Genre Recognition that has many applications in the music industry and in the social/broadcasted media. It covers the following topics in detail: Audio Feature Extraction.
Video Indexing and Retrieval
This lecture overviews Video Indexing and Retrieval that has many applications in video description, search, retrieval and browsing.
Neural Semantic 3D World Modeling and Mapping
This lecture overviews neural semantic 3D world modeling and mapping that has many applications in 3D world mapping and in attaching semantics to the world maps It covers the following topics in detail: neural disparity/depth estimation and joi
Introduction to Video Processing and Analysis
This lecture overviews Video Processing and Analysis that has many applications in digital TV, video streaming, video conferencing and social media, to mention a few applications.
3D Surface and Volume Rendering
This lecture overviews 3D Surface and Volume Rendering hat has many applications in 3D computer graphics, games, data visualization, simulators, Virtual Environments and media production.
Digital Image Restoration
This lecture overviews Digital Image Restoration that has many applications in scientific/medical imaging and in digital photography.
AI Science and High School Mathematics
This lecture addresses the challenge to explain the AI science basics using only High school Mathematics. Luckily enough, it has been proven to be a successful and very interesting undertaking.