Research, standards and thoughts for the digital world

Earlier posts by categories:

MPAI MPEG ISO

An overview of AI Framework (MPAI-AIF)

From its early days, MPAI realised that AI-based data coding standards could facilitate AI explainability if monolithic AI applications could be broken down to individual components with identified functionality processing and producing data with semantics known as far as possible. An important side effect of this approach was identified in the possibility for developers to provide components with standard interfaces and potentially better performance than that provided by other developers. Version 1 of AI Framework (MPAI-AIF) published in September 2021…

Continue ReadingAn overview of AI Framework (MPAI-AIF)

What is the AI for Health Call for Technologies about?

AI for Health (MPAI-AIH) is a project addressing interfaces and data types involved in an AIH Platform where End Users acquire and process health data on their handsets equipped with an AI Framework executing AI Workflows enabled by models distributed by the AIH Back end and installed in their handsets (AIH Front ends). Figure 1 depicts the AIH Front end. Figure 1 – The AIH Front-End End Users upload their processed health data with associated Smart Contracts granting the AIH…

Continue ReadingWhat is the AI for Health Call for Technologies about?

An overview of Avatar Representation and Animation (MPAI-ARA)

  • Post author:
  • Post category:MPAI

“Digital humans” are computer-created digital objects that can be rendered with a human appearance and called Avatars. As Avatars have mostly been created, animated, and rendered in closed environments, there is no surprise that there has been very little need for standards. In a communication context, say, in an interoperable metaverse, digital humans may not be constrained to be in a closed environment. Therefore, if a sender requires that a remote receiving client reproduce a digital human as intended by…

Continue ReadingAn overview of Avatar Representation and Animation (MPAI-ARA)

An overview of Connected Autonomous Vehicle (MPAI-CAV) – Architecture

  • Post author:
  • Post category:MPAI

Connected Autonomous Vehicles (CAV) promise to replace human errors with a lower machine errors rate, give more time to human brains for rewarding activities, optimise use of vehicles, infrastructure, traffic management, reduce congestion and pollution, and help elderly and disabled people have a better life. MPAI thinks that standards can accelerate the coming of CAVs as an established reality. The first MPAI standard is “Connected Autonomous Vehicles – Architecture”. It specifies a CAV Reference Model broken down into Subsystems for…

Continue ReadingAn overview of Connected Autonomous Vehicle (MPAI-CAV) – Architecture

What is the XR Venues – Live Theatrical Stage Performance Call for Technologies about?

  • Post author:
  • Post category:MPAI

XR Venues is an MPAI project addressing contexts enabled by Extended Reality (XR) – any combination of Augmented Reality (AR), Virtual Reality (VR) and Mixed Reality (MR) technologies – and enhanced by Artificial Intelligence (AI) technologies. The word “Venue” is used as a synonym for Real and Virtual Environments. MPAI thinks that the Live Theatrical Stage Performance use case fits well with the current trend that sees theatrical stage performances such as Broadway theatre, musicals, dramas, operas, and other performing…

Continue ReadingWhat is the XR Venues – Live Theatrical Stage Performance Call for Technologies about?

An overview of MPAI Metaverse Model (MPAI-MMM) – Architecture

  • Post author:
  • Post category:MPAI

There is no common definition of the word metaverse. MPAI characterises the word Metaverse Instance (M-Instance) as a system that captures data from the real world (in the following, called Universe), processes it, and combines it with internally generated data to create virtual environments that users can interact with. Examples of M-Instances are plentiful. So far, their developers have made technology decisions that best responded to their needs, often without considering the choices that other developers might have made for…

Continue ReadingAn overview of MPAI Metaverse Model (MPAI-MMM) – Architecture