IET Computer Vision – Special Issue on “Deep Learning for 3D Vision”

With the rapid development of 3D imaging sensors, such as depth cameras and laser scanning systems, 3D data has become increasingly accessible. Meanwhile, the increasing popularity of deep learning algorithms, such as convolutional neural networks and deep reinforcement learning, has further increased the usability of 3D vision systems. Driven by these factors, 3D vision has become an emerging and core component for numerous applications, such as autonomous driving, AR/VR, and robotics. Although remarkable progress has been achieved in this area during the last few years, there are still several challenges that need to be addressed, such as the noisy, sparse, and irregular nature of point clouds, and the high cost to label 3D data. 3D data produced by different 3D imaging sensors (e.g., structured light, stereo, LiDAR, time-of-flight) have different characteristics. It is therefore necessary to study general algorithms that can mitigate the domain gap between different types of 3D data. Besides, how to effectively integrate geometry-based and learning based techniques to develop 3D vision systems is still an open problem. The aim of this special issue of IET Computer Vision is to collect and present the latest research development in learning-based 3D vision theories and their applications, and to inspire future research in this area. Papers working on 3D data acquisition, 3D modelling, 3D data (including point cloud, voxels, meshes) analysis, and their applications with deep learning are within the scope of this special issue. Note that papers purely working on 2D vision tasks (for example regular video processing) are out of the scope of this special issue.

Guest Editors:  Yulan Guo, Hanyun Wang, Stefano Berretti, Ronald Clark and Mohammed Bennamoun.

Submissions must be made through ScholarOne by 31 December 2021. 

More information on this special issue and submitting an article can be found at 

ICMR 2022 Call for Regular Papers

ACM ICMR 2022 (https://www.icmr2022.org/) is calling for high quality
original papers addressing innovative research in multimedia retrieval
and its related broad fields. The main scope of the conference is not
only search and retrieval of multimedia data but also analysis and
understanding of multimedia contents including community-contributed
social data, lifelogging data and automatically generated sensor data,
integration of diverse multimodal data, deep learning-based methodology
and practical multimedia applications.
Long research papers should present complete work with evaluations on
topics related to the Conference. They will have both oral and poster
presentations at the conference. Authors of the best papers will be
offered an opportunity to extend their work for a Special Issue in
Springer’s International Journal of Multimedia Information Retrieval.
Short research papers should present preliminary results or more focused
contributions. They will be presented as posters at the conference.

Topics of Interest
ACM ICMR 2022 is a premier conference to display scientific achievements
and innovative industrial products in the field of multimedia retrieval.
We are seeking original high-quality submissions addressing innovative
research in the field. Topics of interest include (but are not limited to):
–    Multimedia content-based search and retrieval,
–    Multimedia-content-based (or hybrid) recommender systems,
–    Large-scale and Web-scale multimedia retrieval,
–    Multimedia content extraction, analysis, and indexing,
–    Multimedia analytics and knowledge discovery,
–    Multimedia machine learning, deep learning, and neural networks,
–    Relevance feedback, active learning, and transfer learning,
–    Fine-grained retrieval for multimedia,
–    Event-based indexing and multimedia understanding,
–    Semantic descriptors and novel high- or mid-level features,
–    Crowdsourcing, community contributions, and social multimedia,
–    Multimedia retrieval leveraging quality, production cues, style,
framing, and affect,
–    Narrative generation and narrative analysis,
–    User intent and human perception in multimedia retrieval,
–    Query processing and relevance feedback,
–    Multimedia browsing, summarization, and visualization,
–    Multimedia beyond video, including 3D data and sensor data,
–    Mobile multimedia browsing and search,
–    Multimedia analysis/search acceleration, e.g., GPU, FPGA,
–    Benchmarks and evaluation methodologies for multimedia analysis/search,
–    Fairness, explainability, and ethics in multimedia analysis/search,
–    Applications of multimedia retrieval, e.g., medicine, sports,
commerce, lifelogs, travel, security, and environment.

Maximum Length of a Paper
Long research paper: Each long research paper should not be longer than
8 pages, plus additional pages for the list of references.
Short research  paper: Each short research paper should not be longer
than 4 pages, plus additional pages for the list of references.

Important Dates
–    Paper Submission Due: Jan. 20, 2022
–    Notification of Acceptance: Mar. 30, 2022
–    Camera-Ready Papers Due: TBD

Review Style
ACM ICMR follows a double-blind review process for full paper selection.
Authors should not know the names of the reviewers of their papers, and
reviewers should not know the name(s) of the author(s). Please prepare
your paper in a way that preserves anonymity of the authors:
–    Do not put your names under the title,
–    Avoid using phrases such as “our previous work” when referring to
earlier publications by the authors,
–    Remove information that may identify the authors in the
acknowledgments (e.g., co-workers and grant IDs),
–    Check supplemental material for information that may identify the
authors’ identity,
–    Avoid providing links to Websites that identify the authors.

Abstract and Keywords
The abstract and the keywords form the primary source for assigning
papers to reviewers. So make sure that they form a concise and complete
summary of your paper with sufficient information to let someone who has
not read the full paper know what it is about.

Contact
For any question regarding full and short paper submissions, please
visit the conference website (icmr2022.org) or email the Technical
Program Chairs:
–    Wen-Huang Cheng, National Yang Ming Chiao Tung University, Taiwan
(whcheng@nycu.edu.tw)
–    Ichiro Ide, Nagoya University, Japan (ide@i.nagoya-u ac.jp)
–    Vivek Singh, Rutgers University, USA (v.singh@rutgers.edu)

Website: https://www.icmr2022.org/

CALL for Papers ICPRAI 2022

CALL for Papers ICPRAI 2022

Endorsed by IAPR

Deadline for Paper submission: 15/12/2021

Printed in LNCS proceedings volume

 

You are invited to submit a paper for the third International Conference on Pattern Recognition and Artificial Intelligence (ICPRAI 2022)

It will be held in PARIS 1st to 3rd June 2022

See at https://icprai2022.sciencesconf.org

 

At the moment in Paris (France), we cannot predict what will be sanitary situation next June. In this context, we cannot schedule for sure, how the conference will take place. We hope most of you can travel for an on site conference, but an hybrid version is also possible.

 

Scope of the Conference

The conference aims to bring together researchers, students and practitioners of pattern recognition and artificial intelligence, to present and discuss new advances.

Pattern recognition : recognition of different types of patterns, feature extraction / selection and evaluation, structural / statistical approaches

Computer vision : image processing / analysis, segmentation, object recognition, scene understanding

Artificial intelligence : machine / deep learning, expert systems, system interpretability, knowledge representation, perception, semantic analysis, intelligent systems

Big data : data visualization, volume / velocity / data variety, small sample size, supercomputing, cloud, data mining and performance evaluation

With applications related to: handwriting, document, text, language processing, e-learning, image processing / analysis, bio-medical imaging, remote sensing, image retrieval, 2D / 3D images and graphics, audio / video, multimedia applications, security and forensic studies, mobile applications, face, fingerprint, iris, brain, strategic objects and targets, industrial applications of PRAI, innovation and technology transfer, financial trends and analysis, traffic analysis and smart transportation systems, robotics and autonomous vehicles …

 

With 5 special sessions

·      Medical Applications of Pattern Recognition and AI

·      Analysis and learning of multi-variate, multi-temporal, multi-resolution and multi-source remote sensing data

·      Graphs for Pattern Recognition: Representations, Theory and Applications

·      Time series analysis

·      Vis&ML for XAI: Bridging the gap between ML and visualization communities for eXplainable Artificial Intelligence 

and

3 keynotes

 

A Special Issue is scheduled for the best papers in IJPRAI journal

As well as a Special Section of the Pattern Recognition Letters (Elsevier) journal.

 

 

Proposed by:

Honorary Chair          Ching Y. Suen (Canada)

General chair              Nicole Vincent (France) 

Conference Co-Chairs           Edwin Hancock (UK)

Yuan Y. Tang (China)

Program Chairs          Mounim El Yacoubi (France)

                        Umapada Pal (India)

                        Eric Granger (Canada)

                        Pong C. Yuen (China)

 

Key dates

Deadline for Paper submission: 15/12/2021

Author notification: 8/03/2022

 

Submissions

The conference solicits papers covering any of these topics. Papers will be 12 pages of content in the Springer LNCS style and should report on novel, unpublished work.

 

The proceedings of the conference will be published as a Lecture Notes in Computer Science (LNCS) proceedings volume.

 

Contact

icprai2022@sciencesconf.org

 

Sponsors are : IMDS , IDEMIA , LIPADE , Université de Paris faculté des Sciences

ICMR 2022 – Call for Special Sessions Proposals

ACM ICMR 2022 (https://www.icmr2022.org/) will include one or more
Special Sessions on innovative and frontier topics in the field of
multimedia retrieval. Special sessions differentiate from the regular
sessions in the sense that they address very specific problems or very
focused communities. They should attract the presentation of innovative
contributions in the targeted narrow domain. The special session papers
will appear in the ACM ICMR 2022 proceedings and will be presented at
the conference in a dedicated oral session.

Important Dates
– Proposal Submission Due: 2022/12/1
– Proposal Notification of Acceptance: 2022/12/15
– SS Paper Submission Due: the same as the main conference

Submission Instructions
Proposals should be submitted by email to the Special Session Chairs, in
PDF format. Please include the following information:
– Title of the proposed special session,
– Description of the importance of the topic and the rationale for the
proposal,
– Identification of the target audience and how is related to ACM ICMR,
– A brief bio and contact information for the organizers,
– A tentative/confirmed list of invited papers (title / authors /
affiliations),
– Information about any supporting projects (if the case).

Evaluation of the Proposals
Proposals will be evaluated based on topic appropriateness for ACM ICMR,
its relevance and potential impact in the targeted field, the experience
of the organizers, the potential in attracting high quality submissions,
and the overall quality of the written proposal.

Contact
For any questions regarding special session submissions, please visit
the conference website (icmr2022.org) or email the Special Session Chairs:
•    Pradeep K Atrey, University at Albany, SUNY, USA (patrey@albany.edu)
•    Xirong Li, Renmin University of China, China (xirong@ruc.edu.cn)
•    Yoko Yamakata, The University of Tokyo, Japan
(yamakata@mi.u-tokyo.ac.jp)

ICMR 2022 – Call for Special Sessions Proposals

ACM ICMR 2022 (https://www.icmr2022.org/) will include one or more
Special Sessions on innovative and frontier topics in the field of
multimedia retrieval. Special sessions differentiate from the regular
sessions in the sense that they address very specific problems or very
focused communities. They should attract the presentation of innovative
contributions in the targeted narrow domain. The special session papers
will appear in the ACM ICMR 2022 proceedings and will be presented at
the conference in a dedicated oral session.

Important Dates
– Proposal Submission Due: 2022/12/1
– Proposal Notification of Acceptance: 2022/12/15
– SS Paper Submission Due: the same as the main conference

Submission Instructions
Proposals should be submitted by email to the Special Session Chairs, in
PDF format. Please include the following information:
– Title of the proposed special session,
– Description of the importance of the topic and the rationale for the
proposal,
– Identification of the target audience and how is related to ACM ICMR,
– A brief bio and contact information for the organizers,
– A tentative/confirmed list of invited papers (title / authors /
affiliations),
– Information about any supporting projects (if the case).

Evaluation of the Proposals
Proposals will be evaluated based on topic appropriateness for ACM ICMR,
its relevance and potential impact in the targeted field, the experience
of the organizers, the potential in attracting high quality submissions,
and the overall quality of the written proposal.

Contact
For any questions regarding special session submissions, please visit
the conference website (icmr2022.org) or email the Special Session Chairs:
•    Pradeep K Atrey, University at Albany, SUNY, USA (patrey@albany.edu)
•    Xirong Li, Renmin University of China, China (xirong@ruc.edu.cn)
•    Yoko Yamakata, The University of Tokyo, Japan
(yamakata@mi.u-tokyo.ac.jp)

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