Image and Vision Computing, Special Issue on “Advancing Transparency and Privacy: Explainable AI and Synthetic Data in Biometrics and Computer Vision”

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*** Call for Papers –  Image and Vision Computing***

Special issue on Advancing Transparency and Privacy: Explainable AI and Synthetic Data in Biometrics and Computer Vision

*PAPER SUBMISSION DEADLINE: Feb 7, 2025*
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OVERVIEW =

The rapid advancement of deep learning presents significant challenges, particularly in the realm of ethical data collection and usage. As regulations like the General Data Protection Regulation (GDPR) gain prominence, the need for rigorous ethical standards across various fields becomes increasingly apparent. In domains such as biometrics, data has frequently been collected without appropriate consent or ethical consideration. The medical field, in particular, grapples with the dual challenges of safeguarding privacy and the inherent difficulties of data acquisition.

Ensuring continued progress in deep learning requires that data collection and generation practices adhere to strict ethical guidelines. Greater control over data is essential to enhancing transparency and fairness within deep learning methodologies. Attention must also be given to the explainability of systems trained on generated data, as well as the fairness implications of using synthetic datasets. Addressing these challenges is critical to fostering more ethical and responsible advancements in deep learning.


= SPECIAL ISSUE TOPICS =

The Special Issue aims to promote research on the use of Explainable AI and Synthetic Data to enhance transparency and privacy in Biometrics and Computer Vision.  Topics include, but are certainly not limited to:
  • Responsible image synthesis
  • Generative models
  • Assessing and comparing AI explanations
  • Researching causal learning and inference
  • Synthetic medical data with clinical information
  • Innovative synthesis of biometric data
  • Generating natural language for explanations
  • AI transparency and fairness
  • Learning from synthetic data
  • Interpreting biometric models and vulnerabilities
  • Fairness enhancement with synthetic data

= IMPORTANT DATES =

Submission dates:


Submission Open Date: Oct 1, 2024
Final Manuscript Submission Deadline: Feb 7, 2025
Editorial Acceptance Deadline: Apr 7, 2025


= GUEST EDITORS =

Lucia Cascone – University of Salerno, Italy (lcascone@unisa.it)
Zilong Huang – TikTok, Singapore (
zilonghuang2020@gmail.com)
Pedro C. Neto – Unilabs & FEUP (pedro.d.carneiro@inesctec.pt)
Ana F. Sequeira – INESC TEC (ana.f.sequeira@inesctec.pt)

= SUBMISSION AND REVIEW DETAILS =

Manuscript submission information:

The Journal's submission system (Editorial Manager) will be open for submissions to our Special Issue from Oct 1st, 2024. Please refer to the Guide for Authors to prepare your manuscript and select the article type of “VSI: XAISynData” when submitting your manuscript online. Both the Guide for Authors and the submission portal could be found on the Journal Homepage: Guide for authors – Image and Vision Computing – ISSN 0262-8856 (elsevier.com)

Intelligent Environment Conference 2025 – Deadline 1st December

We would like to invite you to submit your papers to the Intelligent Environment Conference taking place from 23.-26. June 2025  in Darmstadt, Germany

 

IE is a multidisciplinary event welcoming contributions from a diversity of various relevant areas, including sensors and actuators, signal processing (incl. audio and images), networking, human-computer interaction, artificial intelligence, software engineering, context-awareness, internet of things, pervasive and ubiquitous computing, applied in domains such as healthcare, education, culture, building environments and smart cities

 

All papers accepted at the main conference will be published by IEEE-indexed proceedings.

 

The conference will include keynote talks by Klara Nahrstedt, Sumio Morioka and Dirk Kutscher, distinguished speakers from industry and academia.

 

 

You may find the full CFP below

 

We hope to see you there,

 

 

 

      ======================CALL FOR PAPERS  ======================

                           21st International Conference on Intelligent Environments (IE 2025)
                                         https://www.ie2025.fraunhofer.de/
        

The International Conference on Intelligent Environments (IE) is in its twenty-first year and is now recognized as a major annual venue in the area. IE, which has been hosted worldwide, offers a truly international forum and welcomes contributions from all over the planet. Intelligent environments refer to physical spaces in which information and communication technologies, artificial intelligence, interface sensing and actuating technologies are woven to create interacting spaces. The ultimate objective of such environments is to enrich users' activities, while allowing users to manage them and be aware of each other’s capabilities.
 
The 21st International Conference on Intelligent Environments (IE2025) will take place in Darmstadt, Germany. Conveniently located just a 30-minute bus ride from Frankfurt International Airport, the city offers excellent accessibility for global attendees. Renowned as a hub of innovation and research, Darmstadt provides an inspiring setting for the conference. For those unable to attend in person, IE2025 will also offer hybrid (online) participation options.
 
**Conference Program:**  IE is a multidisciplinary event welcoming contributions from a diversity of various relevant areas, including sensors and actuators, signal processing (incl. audio and images), networking, human-computer interaction, artificial intelligence, software engineering, context-awareness, internet of things, pervasive and ubiquitous computing, applied in domains such as healthcare, education, culture, building environments and smart cities. The event will include regular full/short papers as well as a Doctoral Colloquium, a Posters Session, and Demos & Videos Session and affiliated workshops. 
 
** Special Sessions: **  Within the conference, special tracks will be proposed by members from our scientific community.
** Workshops: ** The event will also be complemented with a varied workshops program (to be announced soon).
** Tutorials:**  Supplementing the workshops, there will be tutorials delivered by well-known colleagues on current relevant topics.

 
Proposals for workshops, special sessions, or tutorials by:           10 September 2024
Decisions on proposals communicated on:                                     20 September 2024
 
**Publications:**  As in previous editions, we expect all papers accepted at the main conference to be published by IEEE-indexed proceedings (currently in negotiation with IEEE, as in previous editions). All papers accepted in the workshops will be published as a volume of the IOS Press Ambient Intelligence and Smart Environments book Series of IOS Press, which is published Open Access and indexed by Clarivate (Web of Science). Both the articles in the IEEE proceedings and the IOS Press books will be ISI-indexed. As in previous years, selected papers will be invited to be extended and submitted to journals for publication.
 
**Keynote Speakers:** The conference will include keynote lectures by distinguished speakers from industry and academia.
 
**Industrial Forum:** This will be a networking event and an opportunity for the business sector to showcase innovation.
 
**Awards:** As in past editions there will be a range of prizes to reward the quality of the contributions made by scientists in our community
 

IFIP – ICEC 2025 JAPAN – Call for participation

Call for Paper IEEE VR 2025 Workshop on Next Generation Avatar (NGA2025)

we are pleased to announce the first IEEE VR Workshop on “Next Generation Avatars”, to be help during the IEEE VR 2025 conference, 8-12 March 2025 in Saint-Malo, France (https://ieeevr.org/2025/). NGA2025 is a half-day on-site workshop which focuses on the very last advancement in avatar capture, modeling, control, animation, interaction and user-studies, with interests also in ethical questions.


NGA – Next Generation of Avatars

More details can be found here: project.inria.fr/nga2025

Recent advances in deep learning, neural representations, and physics-based character simulation… have contributed to a breakthrough in avatar design, simulation, control and rendering. Computer vision now enables detailed and accurate pose and shape capture with affordable systems (e.g. a single RGB camera) in real-time, and to build controllable representations of specific users instead of anonymous virtual humans. In particular, advances in image-based rendering, such as NERF or Gaussian Splatting, also offer new challenges to control high quality avatars, opening new questions about avatar control, and its impact on human experience in VR. Novel view synthesis based on sparse views of the user may be a promising alternative to traditional character simulation, especially in teleoperation and telepresence applications, among many others. Furthermore, motion control including retargeting and interaction are still open and difficult problems, that may benefit from the above-mentioned new representations. How to retarget the motion of the user on an avatar simulated with these new representations? In traditional rendering pipelines, how to benefit from new information, such as the surface of the user, to adapt the pose of the avatar in real-time? Alternatively, how to control this avatar, with all the possible representations, using only a few sensors (e.g. controllers, inertial sensors…)? All these new possibilities may have various impacts on the user experience. How can new representations, new control metaphors or devices, and new ways of doing character simulation, enhance the VR experience of users? How can we evaluate these new methods to measure the degree of interaction, embodiment, agency, and impact? What are the potential risks and limitations of these approaches from the user perspective? The goal of the workshop is to discuss different aspects of the most recent works in this domain, and explore how it would impact future research in VR. After scientific presentations, showcasing the latest research advances in avatar representation, simulation and control, a round table will help to imagine the next generation of avatars, and their impact on user experience.

We call for submissions of research papers and technical notes (4-8 pages) or position papers and work-in-progress research abstracts (2-3 pages) on the following topics:

§  Avatar modeling,

§  Avatar simulation,

§  Avatar control,

§  Avatar rendering,

§  User experience with avatars,

§  Interaction paradigms with avatars,

§  Ethics, GDPR and regulations related to avatar use

Accepted papers will be presented in scientific sessions, encouraging interaction with the audience (15 minutes talk + 15 minutes discussion) to help imagining the future trends of avatar modeling, representation, control and interaction. A round table composed of selected contributors will conclude the workshop: “Next Generation of Avatars: promises and limits”.

All the submissions should follow the IEEE Computer Society VGTC conference format (https://tc.computer.org/vgtc/publications/conference/).

Submissions must be camera-ready. NGA2025 uses double-blind reviewing, so please remove all personal data, such as author names and affiliation from all your submission files. 

 Papers should be submitted thanks to the Easychair system:

https://easychair.org/conferences/?conf=nga2025

Important dates:

§  Submission deadline: January 10, 2025

§  Notification: February 3, 2025

§  Camera-ready deadline : February 21, 2025

§  Workshop date : March 8-9, 2025

Organizers:

§  Franck Multon, Inria, franck.multon@inria.fr (contact)

§  Ludovic Hoyet, Inria, ludovic.hoyet@inria.fr

§  Quentin Avril, InterDigital, Quentin.Avril@InterDigital.com

§  Victoria Fernández Abrevaya, Max Planck Institute for Intelligent Systems, victoria.abrevaya@tuebingen.mpg.de

:IJCNN 2025: Call for Papers!

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15 January 2025: Regular Paper Submission Deadline
31 March 2025: Acceptance Notification
1 May 2025: Final Camera Ready Paper & Early Registration Deadline
IJCNN is the premier international conference in the area of neural networks theory, analysis and applications. Since its inception, IJCNN has been playing a leading role in promoting and facilitating interaction among researchers and practitioners, and dissemination of knowledge in neural networks and related facets of machine learning. And Rome with its history and geographical position will further contribute to grow and maintain the role of the IJCNN as a prominent platform for exchange of knowledge in neural networks and artificial intelligence.
The technical program, including tutorials, special sessions, workshops and plenary talks, covers almost all facets of neural networks and related learning systems including supervised learning, unsupervised learning, reinforcement learning, convolutional neural networks, spiking neural networks, cognitive algorithms, and deep learning along with a wide spectrum of applications. A special track is also included dedicated to the conference theme on “Human-AI interaction in creative arts and sciences”.
Prospective authors are invited to submit complete papers of no more than eight (8) pages in the IEEE two-column conference proceedings format, according to the Paper Submission Guidelines. All the accepted and presented papers will be published on IEEE Xplore Digital Library and indexed by Scopus.
Explore Author Instructions
Double-Blind Reviewing

The review process for IJCNN 2025 will be double-blind, i.e. reviewers will not know the author's identity (and vice versa). Authors should ensure their anonymity in the submitted papers. In brief:

  • authors' names should not be included in the submitted pdf;
  • please refer to your prior work in the third person wherever possible;
  • a reviewer may be able to deduce the authors' identities by using external resources, such as technical reports published on the web. The availability of information on the web that may allow reviewers to infer the authors' identities does not constitute a breach of the double-blind submission policy.

Note that anonymizing your paper is mandatory, and papers that explicitly or implicitly reveal the authors' identities may be rejected.

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