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IEEE CSS/CASS/SMCS-AI-assisted and AI-based Image/Video Processors and Codec

Date and Time

Thursday, October 19, 2023, 7:00 PM until 8:00 PM

Location

Webinar
PA  
USA

Category

Affiliate Group Event

Registration Info

Registration is required

About this event

IEEE Philadelphia Chapter of CSS/CASS/SMCS Distinguished Lecture

 

Date: Thursday, Oct 19, 2023

Time: 7:00 pm to 8:00 pm

Location: Online Webinar (link provided to registrants)

 

AI-assisted and AI-based Image/Video Processors and Codec

 

Speaker: Dr. Yen-Kuang Chen

 

Abstract: AI has been used almost everywhere. Video analytics is the most commonly used AI. In the era of Internet of Video Things (IoVT), many cameras collect a massive amount of visual data to be analyzed by AI. While there are still challenges in the algorithms, especially after the systems are deployed, e.g., accuracy, energy efficiency, processing speed, we can further use AI to design efficient IoVT systems at the development time. This talk will discuss the following two topics:

 

  1. Deployment-time AI for Image/Video Processors and Codec: Here, AI is utilized to perform specific system functions, such as video analysis and object detection/recognition, after the hardware system has been designed.
  2. Development-time AI for Image/Video Processors and Codec: In this context, AI is employed to enhance the design. For example, EDA tools and compilers use AI to generate better designs. Given the numerous design trade-offs in image/video processing and compression, incorporating AI during the development phase (rather than relying solely on human-crafted heuristics) can result in more effective hardware system designs.

 

 

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