Metaheuristics, Soft Computing, and Machine Learning in Image Processing and Computer Vision

Dear Colleagues,

I am contacting you as the guest editor of a Special Issue titled Metaheuristics, Soft Computing, and Machine Learning in Image Processing and Computer Vision”  in Computers Materials & Continua (IF: 3.1). 
Your submission will be subject to peer review and published in full open access. The deadline for the submission is 31 May 2024

Abstract:
The use of images and videos has widely increased in the last few years. Cameras are an extension of the human vision sense. However, analyzing the scenes could be time-consuming, especially for some specific tasks. The use of intelligent algorithms is a way to help in the analysis of the scenes in mages or videos. Computational tools such as metaheuristics, soft computing, and machine learning are employed to overcome the drawbacks of classical image processing tools. This Special Issue is a collection of implementations and hybridizations of machine learning and metaheuristics in solving complex problems in image processing and computer vision. Recent advantages among the areas are included. Besides, literature reviews and surveys are also included to study the importance of the related areas and applications extensively. 

Best Regards,
Seyed Jalaleddin Mousavirad
Mid Sweden University, Sweden


EarthVision Workshop at CVPR 2024

CALL FOR PAPERS

EarthVision 2024 – Large Scale Computer Vision for Remote Sensing Imagery Workshop 

in conjunction with CVPR 2024, June 2024, Seattle, USA. 

Website: https://www.grss-ieee.org/events/earthvision-2024/

AIMS AND SCOPE

Earth Observation (EO) and remote sensing are fast growing fields of investigation where computer vision, machine learning, and signal/image processing meet. The general objective of EO is to provide large-scale and consistent information about processes occurring at the surface of the Earth by exploiting data collected by airborne and spaceborne sensors. EO covers a broad range of tasks, from detection to registration, data mining, and multi-sensor, multi-resolution, multi-temporal, multi-modal fusion and regression, to name just a few. It serves numerous  applications such as location-based services, online mapping, large-scale surveillance, 3D urban modeling, navigation systems, natural hazard forecast and response, climate change monitoring, virtual habitat modeling, food security, etc. The sheer amount of data calls for highly automated scene interpretation workflows. 

The Earthvision workshop, held for its seventh edition at the CVPR 2023, aims at fostering collaboration between the computer vision, machine learning, and the remote sensing communities to boost automated analysis of EO data. EarthVision will strive to build cooperation within the CVPR community for this highly challenging and quickly evolving field with a significant impact on society, economy, industry, and the environment. 

We invite contributions in the fields of (not exhaustive list):

  • Super-resolution in the spectral and spatial domain

  • Hyperspectral and multispectral image processing

  • Reconstruction and segmentation of optical and LiDAR 3D point clouds

  • Feature extraction and learning from spatio-temporal data 

  • Analysis  of UAV / aerial and satellite images and videos

  • Deep learning tailored for large-scale Earth Observation

  • Domain adaptation, concept drift, and the detection of out-of-distribution data

  • Data-centric machine learning

  • Evaluating models using unlabeled data

  • Self-, weakly, and unsupervised approaches for learning with spatial data

  • Foundation models and representation learning in the context of EO

  • Human-in-the-loop and active learning

  • Multi-resolution, multi-temporal, multi-sensor, multi-modal processing

  • Fusion of machine learning and physical models

  • Explainable and interpretable machine learning in Earth Observation applications

  • Uncertainty quantification of machine-learning based prediction from EO data

  • Applications for climate change, sustainable development goals, and geoscience

  • Public benchmark datasets: training data standards, testing & evaluation metrics, as well as open source research and development.

IMPORTANT DATES

Full paper submission: March 8, 2024

Notification of acceptance: April 5, 2024

Camera-ready paper: April 12, 2024

Workshop (full day): June 17/18, 2024

SUBMISSION GUIDELINES

A complete paper should be submitted using the EarthVision templates provided on the workshop website. The paper length must not exceed 8 pages (excluding references) and formatting follows CVPR 2024 instructions. All manuscripts will be subject to a double-blind review process, i.e. authors must not identify themselves on the submitted papers. The reviewing process is single-stage, meaning that there will not be rebuttals to reviewers.

Papers are to be submitted using the dedicated submission platform on the workshop website. By submitting a manuscript, the authors guarantee that it has not been previously published or accepted for publication in substantially similar form. CVPR rules regarding plagiarism, double submission, etc. apply.  

WORKSHOP ORGANIZERS

Ronny Hänsch, German Aerospace Center, Germany

Devis Tuia, EPFL, Switzerland

Jan Dirk Wegner, University of Zurich & ETH Zurich, Switzerland

Bertrand Le Saux, ESA/ESRIN, Italy

Loïc Landrieu, IGN, France

Charlotte Pelletier, UBS Vannes, France

Hannah Kerner, Arizona State University, USA

SPONSORING

The event is co-organized by the Image Analysis and Data Fusion Technical Committee of the IEEE-GRSS, and it is sponsored by Exolabs. If your organization is interested to co-sponsor the event, please don’t hesitate to reach out.

Website: https://www.grss-ieee.org/events/earthvision-2024/

CFP LAD’24: International Workshop on LLM-Aided Design

CALL FOR PAPERS – LAD’24

1st IEEE International Workshop on LLM-Aided Design

June 28-29 2024, Almaden, CA 

 

This new international workshop will focus on how to use LLM (Large Language Model) as a methodology to help design circuits, software, and computing systems with improved quality, productivity, robustness, and cost. It is the first of its kind international workshop in the community that will focus on discussing results that leverage the significant advancement and innovation captured by the generative AI and LLM technology to offer new methods and solutions for design automation targeting various applications. The workshop will be a timely venue that will host leading researchers and thought leaders in this fast-growing area and will provide a forum for researchers and practitioners to present their latest results, contribute open-source LLM models, datasets, tool flows, and offer benchmarking, testing and validation methods and solutions. Topics of interest include but are not limited to:

  • LLM-aided hardware/software design specification and code generation
  • System-level design methodology development with LLMs
  • Security and robustness of LLM-generated designs
  • LLM-aided security verification and bug-fixing
  • Finetuning of large foundation models for specialization in design automation
  • LLMs for EDA, including HLS, physical design, and EDA scripting
  • LLMs for reasoning and math used in design process 
  • Computational efficiency of LLM-aided design tools
  • Privacy, copyright and other regulatory concerns around LLM-aided design
  • Data science and data analytics for LLM-aided design

 

SUBMISSION INSTRUCTIONS

The workshop invites 4-page regular papers in the IEEE Conference format. Page limits do not include references. Papers should be anonymized for double-blind peer review. We strongly encourage papers with a commitment to open and reproducible research, including datasets and methods. Papers with open-source implementations will be highlighted at the workshop. All papers will be published on IEEEXplore. Papers can be submitted via OpenReview (https://openreview.net/group?id=IEEE.org/LAD/2024) starting March 1st, 2024. See the workshop website (https://www.islad.org/) for more details. 

 

IMPORTANT DATES

Full paper submission:           April 1st, 2024 (Submission website opens March 1st, 2024)

Notification of acceptance:     May 1st, 2024

Camera ready paper due:      May 15th, 2024

 

PAPER FORMATTING

Authors should follow the recommended IEEE Conference format for their submissions (https://www.ieee.org/conferences/publishing/templates.html) to ensure compatibility with IEEEXplore. Manuscripts should be blinded so as to not disclose author identities. LAD’24 encourages open-source and reproducible research. Authors can provide anonymized URLs to their datasets and methods in the paper, or commit to open release on paper acceptance. However, this is not mandatory. 

 

POLICY ON SUBMISSIONS TO OTHER VENUES

LAD’24 expects previously unpublished papers describing original research. Accepted LAD’24 papers will appear on IEEEXplore and count as formal, archival publications. LAD’24 papers can be enhanced and submitted for publication in other conferences or journals; the enhancements should be significant and consistent with the policies of these venues.

 

ORGANIZING COMMITTEE

General Chairs                       Ruchir Puri (IBM), Deming Chen (UIUC)

Program Chairs                      Siddharth Garg (NYU), Haoxing (Mark) Ren (NVidia)

Finance Chair                         Callie Hao (GaTech) 

Special Sessions Chair          Azalia Mirhoseini (Stanford) 

Industrial Liaison                    Yong Liu (Cadence)

Open Community Chair          Yingyan (Celine) Lin (GaTech)

Publicity Chair                        Jeff Goeders (BYU) 

Local Arrangements               Ehsan Degan (IBM)

Webmaster                             Kaiwen Cao (UIUC)

 

WIFS 2024 Calls for Special Sessions, Demos, Challenges, Tutorials, Papers

16th IEEE INTERNATIONAL WORKSHOP ON INFORMATION FORENSICS AND SECURITY (WIFS) 2024

 

ROME, ITALY, DECEMBER 2-5, 2024

 

https://wifs2024.uniroma3.it

 

AIMS AND SCOPE

The IEEE International Workshop on Information Forensics and Security (WIFS) 2024 will be the 16th edition of the major annual event organized by the IEEE Information Forensics and Security Technical Committee (IFS-TC) of the IEEE Signal Processing Society (SPS). The major goal of WIFS is to bring together researchers working in the different areas of information forensics and security to discuss challenges, exchange ideas, and share state-of-the-art results and technical expertise, with the aim of building a community capable of providing adequate tools and solutions to face the challenges of tomorrow.

WIFS 2024 will be held in Rome, Italy, from December 2 to December 5, hosted by Roma Tre University, and it will see the participation of researchers from all over the world, who will allow to have a high-level technical program, also thanks to the expertise of the program committee involved, and who will have the opportunity to exploit an interesting social program taking advantage of the charm of the Eternal City.

CALL FOR TUTORIALS

The organizing committee invites proposals for Tutorials on relevant and emerging topics in the areas of Information Forensics and Security. Tutorials will be given during the first day of the conference, on Monday December 2, 2024.

CALL FOR SPECIAL SESSIONS

The organizing committee invites proposals for innovative and high-quality special sessions on emerging topics, which complement the regular program of the conference. Special sessions should both provide an overview of the state of the art in the proposed field, and highlight the most promising research directions, trends and issues. Special session proposals will be evaluated based on the proposed topic, the expected impact, the expected quality of the contributed papers, and the session organizers and contributing authors. Special session paper submissions will be reviewed via the same process used for the regular program, and papers are expected to meet the same quality standards. Accepted and presented papers will be submitted for inclusion into IEEE Xplore.

CALL FOR DEMOS

The organizing committee invites proposals for demonstrations of applications in information forensics and security topics. Demos are intended as real, practical, and interactive proof of the presenters' research ideas and scientific or engineering contributions, with the goal of providing researchers and practitioners with the opportunity to discuss working systems, applications, prototypes, or proof-of-concepts. Accepted and presented demos will be described in short papers that will be submitted for inclusion into IEEE Xplore.

CALL FOR CHALLENGES

The organizing committee invites proposals for challenges addressing problems that will engage and excite the information forensics and security research community. Organizers should design challenges to make the results replicable by others, thus requiring a formal benchmark (which may include a test set). Organizers will have to evaluate the submitted results/models, and will be asked to summarize the outcomes in a paper to be presented at the workshop and submitted for inclusion into IEEE Xplore.

CALL FOR PAPERS

Prospective authors are invited to submit research papers be up to 6 double-column pages, including references and figures, presenting original works and addressing Information Forensics and Security aspects in a broad sense. The review process will be single-blind (author’s names can be reported in the submitted papers). Accepted and presented papers will be submitted for inclusion into IEEE Xplore. It is planned to organize a special issue with invitations for a selection of the best presented papers.

Topics of interest include, but are not limited to, the use or advances of the following areas:

         Anonymization and Data Privacy

         Applied Cryptography

         Biometrics

         Communication and Physical-Layer Security

         Cybersecurity

         Forensic Analysis

         Hardware Security

         Multimedia Content Hash

         Network Security

         Surveillance

         Usability and Human Factors

         Watermarking and Data Hiding

         Adversarial Machine Learning

         Steganography and Covert Communications

         Information Theoretic Security

         Security of Large Networked Systems

IMPORTANT DATES

         Special Session proposal: March 18, 2024

         Special Session notification: March 29, 2024

         Challenge proposal: April 15, 2024

         Challenge notification: April 19, 2024

         Tutorial proposal: June 2, 2024

         Tutorial notification: June 7, 2024

         Paper submission: June 30, 2024

         Reviews notification: September 2, 2024

         Rebuttal/Challenge paper deadline: September 6, 2024

         Acceptance notification: September 13, 2024

         Camera-ready submission: September 27, 2024

         Early registration: October 4, 2024

         Workshop: December 2 – 5, 2024

CONTACTS

For further information, please visit https://wifs2024.uniroma3.it or send an email to wifs2024.contacts@uniroma3.it.

 

__________________________________________________________________

Emanuele Maiorana Ph.D.
Roma Tre University,
Via Vito Volterra 62, 00146 Roma, Italy
Ph.                       +39 0657337365
Lab URL              http://biomedia4n6.uniroma3.it

Personal             http://biomedia4n6.uniroma3.it/maiorana.html

 

ICUAS 2024 Invited Session on “Aerial Robotics in Inspection and Maintenance Operations – From Design to Deployment”

————————— Deadline approaching for the Invited Session at ICUAS2024  ——————

We would like to remind you that the submission deadline for the Invited Session Proposal titled “Aerial Robotics in Inspection and Maintenance Operations – From Design to Deployment,” to be presented at ICUAS24 in Chania, Crete, is drawing near and is set for January 19th, 2024.

https://sites.google.com/view/icuas-2024-special-session/home

Important Dates
=======================
Interested authors looking to submit a paper for the upcoming conference and session should prepare a document containing:
– List of authors, proposed paper title, and a brief abstract, and send it by January 19th, 2024, through the email address icuas24session@googlegroups.com.
Authors will be notified about the decision and provided with further submission instructions by January 31st, 2024.

Abstract and Scope
=======================
Aerial robots are becoming increasingly vital in inspection and maintenance operations, demonstrating advanced maneuverability for complex airborne tasks. These include visually examining electrical power line components, searching for cracks in pipelines at oil and gas facilities, and inspecting leading-edge erosion in wind turbine maintenance operations. Aerial robot technologies are revolutionizing high-altitude inspections and maintenance by utilizing onboard AI systems for detailed visual analysis and defect identification. They play a crucial role in high-risk environments, monitoring personnel safety with advanced sensors and enabling safe contactless interactions between humans and drones. Additionally, these robots are capable of performing direct physical tasks, such as delivering tools and conducting automated replacement operations. Despite their numerous advantages, they encounter challenges in development and control, necessitating precise navigation and operation within tight, unstructured spaces. A key focus is on ensuring safety, reliability, and autonomy, with designs that enable independent control of position and orientation in hard-to-access areas.

This special session is dedicated to highlighting state-of-the-art research in the field of aerial robotics, particularly as it pertains to inspection and maintenance operations. We are seeking contributions that explore a wide range of topics within this domain. Key areas of interest include innovative design, advanced control systems, autonomous navigation, direct physical interaction, safety monitoring in high-risk environments, and human-robot interaction, among others.

Topics
=======================
The primary list of topics of interest includes, but is not limited to:

* Innovative Design and Engineering of Aerial Robots
* Advanced Dynamics and Control Systems
* Autonomous Navigation and Path Planning
* AI and Machine Learning in Aerial Robotics
* Sensor Fusion and Data Processing
* Human-Robot Interaction and Collaboration
* Physical Interaction and Aerial Manipulation
* Energy Efficiency and Sustainability

General Information
=======================
Authors should follow the submission guidelines for regular papers at the 2024 Internal Conference on Unmanned Aircraft Systems (ICUAS2024). The deadline for paper submission is the same as for regular papers. Papers submitted to special sessions will undergo the same review process as the regular papers and will appear in the main conference proceedings. At least 4 papers are expected for the Special Session. In the case fewer papers are received for a Special Session, they will be moved to the main track and the Special Session will be canceled. If the amount of accepted papers is more than 8, multiple session slots will be organized.

Papers must be submitted electronically for peer review through PaperCept by February 4, 2024https://ras.papercept.net/conferences/scripts/start.pl.
Please note that the deadline for submitting a contribution may be subject to extension. Since this website is not directly linked with the portal, always refer to the dates listed on PaperCept or the conference website at https://uasconferences.com/2024_icuas/ for the most accurate and current information.
In PaperCept, click on the ICUAS 2024 link “Submit a Contribution to ICUAS 2024”, then under “Type of Submission” choose “Special Session paper”. Finally, enter the code provided by the organizers in the “Code” field. All papers must be written in English and should describe original work. For the initial submission, a manuscript can be 6-8 pages including references. For the final submission, a manuscript should be of 6 pages, With 2 additional pages allowed with an extra charge (TBA). All papers are reviewed using a single-blind review process.

About the Conference
=======================
The 2024 International Conference on Unmanned Aircraft Systems, ICUAS ’24, will take place on June 4-7. It is organized for the first time in the historical Center of Mediterranean Architecture (KAM), which is hosted in the Great Shipyard (Megalo Arsenali) of Chania.
The conference is under the auspices of the Technical University of Crete (TUC), and it is technically co-sponsored by, the IEEE Control Systems Society, the IEEE Robotics and Automation Society, and the Mediterranean Control Association. The conference is financially supported and sponsored by the ICUAS Association, Inc., a non-profit organization.
ICUAS ’24 offers unique opportunities to meet, interact and shape the future of unmanned aviation, worldwide, bringing together the technical, regulatory, and legal communities.

Organizing Committee
=======================
* Chiara Gabellieri, University of Twente, Enschede, The Netherlands, https://www.ram.eemcs.utwente.nl/about-us/staff/chiara-gabellieri.
* Giuseppe Silano, Czech Technical University in Prague, Prague, Czech Republic, https://giuseppesilano.net
* Mario Selvaggio, University of Naples Federico II, Naples, Italy, http://wpage.unina.it/mario.selvaggio/.


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