Displaying 273 resources

Video Captioning

This lecture overviews Video Captioning that has many applications in video description, search and retrieval. It covers the following topics in detail: Video captioning definitions and datasets.
Category
Data for AI, Systems, methodologies, hardware, and tools
Source
AI-OnDemand

Autonomous Systems Sensors

This lecture overviews Autonomous Systems Sensors  that has many applications in Autonomous robots, cars, vessels and drones.
Category
Systems, methodologies, hardware, and tools
Source
AI-OnDemand

A survey of manifold learning and its applications for multimedia, Hannes Fassold, Proc. ICVSP, 2023

The survey paper gives an introduction into manifold learning and how it is employed for important application fields (similarity search, image classification, synthesis & enhancement, video analysis, 3D data processing, nonlinear dimension reduc
Category
Systems, methodologies, hardware, and tools
Source
AI-OnDemand

Pedestrian Detection

This lecture overviews Pedestrian Detection  that has many applications in autonomous car vision and smart city applications.
Category
Data for AI, Systems, methodologies, hardware, and tools, Recommendations towards policy changes
Source
AI-OnDemand

Deep Semantic Image Segmentation

Semantic image segmentation is a very important computer vision task with several applications in autonomous systems perception, robotic vision and medical imaging.
Category
Systems, methodologies, hardware, and tools
Source
AI-OnDemand

Road Traffic Monitoring

This lecture overviews Road Traffic Monitoring that has many applications in in autonomous car perception and smart city management.
Category
Systems, methodologies, hardware, and tools
Source
AI-OnDemand

3D Object Localization

This lecture overviews 3D Object Localization that has many applications in robotics and autonomous systems.
Category
Systems, methodologies, hardware, and tools
Source
AI-OnDemand

Video Streaming

This lecture overviews Video Streaming  that has many applications in videoconferencing, social media and TV webcasting.
Category
Systems, methodologies, hardware, and tools
Source
AI-OnDemand

Transform Video Compression

This lecture overviews Transform Video Compression  that has many applications in digital TV broadcasting, videoconferencing, video streaming and social media.
Category
Systems, methodologies, hardware, and tools
Source
AI-OnDemand

Multiple Drone Media Production

This lecture overviews Multiple Drone Media Production that has many applications in drone cinematography.
Category
Systems, methodologies, hardware, and tools
Source
AI-OnDemand

Image-Based Rendering and View Synthesis

This lecture overviews Image-Based Rendering and View Synthesis that has many applications in computer graphics, data visualization, simulators, Virtual Environments and media production.
Category
Systems, methodologies, hardware, and tools
Source
AI-OnDemand

Recurrent Neural Networks. LSTMs

This lecture overviews Recurrent Neural Networks and Long Short-Term Memory (LSTM) networks that have many applications in signal and video analysis. It covers the following topics in detail: Neural Networks for Sequence Analysis.
Category
Data for AI, Systems, methodologies, hardware, and tools
Source
AI-OnDemand