Advances in Artificial Intelligence: Human and Non-Human Gesture and Action Recognition

Prof. Fabio Cuzzolin, Head of Artificial Intelligence and Vision at Oxford Brookes University, Oxford, United Kingdom participates in Risk Roundup to discuss “Advances in Artificial Intelligence: Human and Non-Human Gesture and Action Recognition”.

 

Overview

How would we define and describe man-machine or a machine-machine interface and why is it relevant to understanding Artificial Intelligence? Mediator between human (and non-human users) and machines, a man-machine or machine-machine interface, is basically a system that takes care of the entire human-non-human communication process. It is responsible for the delivery of the machine or computer knowledge, functionality and available information, in a way that is compatible with the end-user’s communication channels, be it human or non-human. It then translates the user’s (human or non-human) actions (user input) into a form (instructions/commands) that is understandable by a machine.

When increasingly complex Artificial Intelligence based systems, products and services are rapidly emerging across nations, the necessity for more user friendly man-machine or machine-machine interface is becoming increasingly necessary for their effective utilization, and consequently for the success that they were designed for.

Artificial Intelligence has come a long way. Over the years, graphical user interfaces, audio based interaction, speech synthesis and understanding, natural languages, direct manipulation, multimodal interaction dialogues, ergonomics as well as human factors evaluation have all contributed to the evolution of more powerful, more complex and more demanding man-machine and machine-machine user interfaces.

Having said that, as traditional computers give way to tablets, smartphones, internet of things, internet of nanothings and more, the need for symmetric communication between, we the humans and non-humans and different forms of computers (non-humans: AI based Robots and more) is becoming absolutely essential.

Advances in Artificial Intelligence have reached a point where different forms of computers or machines are not just receivers of human instructions but collaborators. When Artificial Intelligence based computers, machines or robots are now able to harness a full range of natural modes that includes language, gesture, facial and other expressions and actions that are hands-free and non-visual are becoming more important than ever.

To understand whether Artificial Intelligence can recognize and respond to human and non-human gesture and recognition effectively, please listen to the Podcast.


To watch or listen Prof. Fabio Cuzzolin, Head of Artificial Intelligence and Vision at Oxford Brookes University, Oxford, United Kingdom’s views on “Advances in Artificial Intelligence: Human and Non-Human Gesture and Action Recognition” please watch the video or hear the audio podcast

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About the Guest

Fabio Cuzzolin was born in Jesolo, Italy. He received the laurea degree magna cum laude from the University of Padova, Italy, in 1997 and the Ph.D. degree from the same institution in 2001, with a thesis entitled “Visions of a generalized probability theory”. During his doctoral term he worked at the Autonomous Navigation and Computer Vision Laboratory at the University of Padova. He has been researcher in the Image and Sound Processing Group of the Politecnico di Milano in Milan, Italy, and postdoc with the UCLA Vision Lab at the University of California at Los Angeles, California. He was Marie Curie fellow with the Perception project at INRIA Rhone-Alpes, Grenoble.
He is with the Department of Computing of Oxford Brookes University since September 2008. He is a Reader there since September 2011, and has taken on the role of Head of the Artificial Intelligence and Vision research group in September 2012.
His research includes computer vision applications like gesture and action recognition, object pose estimation and identity recognition from gait. His main field of investigation remains however that of generalized and imprecise probabilities. In particular, he has formulated a geometric approach to uncertainty measures, focusing mainly on the probabilistic approximation problem, and studied the notion of independence of sources from an algebraic point of view.
He is the author of some 80 peer-reviewed publications, published or under review, including 2 monographs, 3 book chapters, 16 journal papers (+ 6u/r), 9 chapters in collections.
He is member of IEEE since 2001, and member of the Society for Imprecise Probabilities and Their Applications, member of the Board of Directors of the Belief Functions and Applications Society (BFAS), and was part of the Technical Programme Committe of some 50 international conferences. He is Associate Editor of the IEEE Transactions on Fuzzy Systems and of the IEEE Transactions on Human-Machine Systems.

About the Host of Risk Roundup
Jayshree Pandya (née Bhatt) is a visionary leader, who is working passionately with imagination, insight and boldness to achieve “Global Peace through Risk Management”. It is her strong belief that collaboration between and across nations: its government, industries, organizations and academia (NGIOA) will be mutually beneficial to all—for not only in the identification and understanding of critical risks facing one nation, but also for managing the interconnected and interdependent risks facing all nations. She calls on nations to build a shared sense of identity and purpose, for how the NGIOA framework is structured will determine the survival and success of nations in the digital global age. She sees the big picture, thinks strategically and works with the power of intentionality and alignment for a higher purpose—for her eyes are not just on the near at hand but on the future of humanity!
At Risk Group, Jayshree is defining the language of risks and currently developing thought leadership, researching needed practices, tools, framework and systems to manage the “strategic and shared risks” facing nations in a “Global Age”. She believes that cyberspace cannot be secured if NGIOA works in silo within and across its geographical boundaries. As cyber-security requires an integrated NGIOA approach with a common language, she has recently launched “cyber-security risk research center” that will merge the boundaries of “geo-security, cyber-security and space-security”.
Previously, she launched and managed “Risk Management Matters”, an online risk journal and one of the first risk publications, publishing “Industry Risk Reports of Biotechnology, Energy, Healthcare, Nanotechnology, and Natural Disasters” over the course of five years. Jayshree’s inaugural book, “The Global Age: NGIOA @ Risk”, was published by Springer in 2012.

About Risk Roundup

“Risk Roundup” is an “integrated strategic security risk dialogue” for nations: its government,  industries, organizations and academia (NGIOA) in cyberspace, geospace and space (CGS).Risk Roundup is released in both audio and video format and is available for subscription at (Risk Group WebsiteiTunesGoogle PlayStitcher RadioAndroid, and Risk Group Professional Social Media).

About Risk Group
Risk Group believes that risk management, security and peace walk together hand in hand. Though security is related to management of threats and peace to the management of conflict, risk management is related to management of security vulnerabilities as well as management of conflict, and it is not possible to conceive any one of the three without the existence of the other two. All three concepts feed into each other. Risk Group believes that the security we build for ourselves is precarious and uncertain until it is secured for everyone across nations. Tradition becomes our security-so if we build a culture of managing risks effectively it will lead us to security and security will lead us to peace!

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