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PRELUDE 2022 : PeRvasive sEnsing and muLtimedia UnDErstanding

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Link: https://www.sitis-conference.org/2022/contribute/workshops/prelude/
 
When Oct 19, 2022 - Oct 21, 2022
Where Iijon, France
Submission Deadline Jul 15, 2022
Notification Due Sep 9, 2022
Final Version Due Sep 16, 2022
Categories    computer vision   artifcial intelligence   pervasive computing   machine learning
 

Call For Papers

**Co-located with:**

SITIS 2022 - The 16th International Conference on Signal Image Technology & Internet based Systems
19-21 October 2022 - Dijon, France

*Scope*

Advances in sensing and computing are currently impacting several sectors ranging from healthcare to cultural heritage, from smart cities to Industry 4.0. Information collected by sensors is propagated through internet-based systems and processed through the network's nodes. Mobile, edge and fog computing approaches have pushed advanced "smart" processing to the far edges of the network, while AI as a Service (AIaaS) paradigms abstract and virtualise intelligent services for deployment on the cloud. Multimedia information, including images, video streams, acoustic data and temporal series, are a relevant part of the data to be processed, analysed and understood for fully taking advantage of sensing resources.

This workshop aims to shorten the gap between edge-based and cloud-based approaches for multimedia understanding by addressing the challenges and opportunities of the combined approach. Relevance will be given to transversal issues, such as those related to the privacy and security of such hybrid strategies, as well as to the quest for optimal and greener configuration of AI services towards sustainable and ethical use of computing resources. The co-existence of intelligent services distributed in a computational continuum made of heterogeneous nodes opens the possibilities of performing learning, including reinforcement learning, in such scenarios while coping with possible data shortages or faults of some nodes.

Contributions addressing the above issues from a theoretical or simulation perspective are sought, while demonstrations in applicative scenarios will also be welcome.



*Topics*

Topics for the workshop include, but are not limited to:

• Embedded systems and smart camera networks

• Mobile and pervasive computing

• Artificial intelligence in resource-constrained environments and on-device machine learning;

• Learning in multi-tier networked ecosystems

• Perception, sensing, and smart environment monitoring;

• Sensor fusion for environment perception;

• Video data representation, summarization, and visualization.

• Multi-view computer vision

• Learning in scarce data scenarios

• Reinforcement learning

• Fault-tolerant decision making

• Privacy and security aspects

• Explainability, trustworthiness and sustainability of pervasive AI paradigms

• Applications in

o Industry, smart cities and smart mobility

o Cultural heritage and tourism

o Healthcare



*Important dates*

Submission deadline: July 15, 2022

Acceptance/Reject notification: September 9, 2022

Camera-ready: September 16, 2022

Author Registration: September 16, 2022

*Submission*

Each submission should be at most 8 pages in total, including bibliography and well-marked appendices and must follow the IEEE double columns publication format available at:

· Manuscript templates for IEEE conference proceedings

Paper submission will only be online via: Easy Chair.

All submitted papers will be carefully evaluated based on originality, significance, technical soundness, and clarity of expression by at least two reviewers. The organizers will examine the reviews and make final paper selections.

*Publication*

All the papers accepted for the workshop will be included in the conference proceedings. The proceedings will be published by IEEE Computer Society and referenced in IEEE Xplore Digital Library, Scopus, DBLP and major indexes.

*Registration*

At least one author of each accepted paper must register for the workshop. The workshop registration fee is determined by SITIS. A single registration for the workshop or the conference allows attending both events.

*Contacts*

giuseppericcardo.leone@cnr.it
davide.moroni@isti.cnr.it
toreyin@itu.edu.tr
maria.trocan@isep.fr

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