26th International Conference on Pattern Recognition
ICPR 2022
- URL: https://www.icpr2022.com/
- Event Date: 2022-08-21 ~ 2022-08-25
- Abstract Submission Date: 2022-01-10
- Submission Date: 2022-01-17
- Location: Montreal, Canada
ICPR 2022 is the premier world conference in Pattern Recognition. It covers both theoretical issues and applications of the discipline. We solicit original research for publication in the main conference.
Topics of interest include all aspects of Pattern Recognition, not limited to the following detailed list:
Track 1: Artificial Intelligence, Machine Learning for Pattern Analysis:
Classification and clustering
Statistical learning theory
Syntactic and structural pattern recognition
Neural network architectures and models
Graph models
Deep learning
Representation learning
Online learning and continual learning
Supervised, unsupervised, self-supervised and semi-supervised learning
Transfer learning and meta learning
Multi-modal and multi-view learning
Active and ensemble learning
Reinforcement learning
Compressed sensing and sparse representation
Large scale learning and big data
Recurrent networks, temporal models and non-feed-forward methods
Low-shot and long-tailed learning
Generative models
Track 2: Computer Vision and Robotic Perception:
Early and low-level vision
Stereo and 3D vision
Multiple view geometry
Object detection and recognition
Motion, tracking and video analysis
Deformable models and registration
Learning for vision
Scene analysis and understanding
Action and behavior recognition
Vision and language
Perception for autonomous navigation and/or driving
Vision for robotics, robot navigation and SLAM
Perceptually driven reinforcement learning
Track 3: Image, Video, Speech, and Signal Analysis:
Sensor array and multichannel signal processing
Image and video processing
Enhancement, restoration and filtering
Segmentation, features and descriptors
Coding, compression and super-resolution
Speech and speaker recognition
Audio and acoustic processing
Computational photography
Models, representations, and techniques for image mining
Image analysis with ill-structured and spatial information
Track 4: Biometrics and Human-Machine Interaction:
Hard biometrics: face, iris, fingerprint, palmprint
Soft biometrics: skin, hair, ear, vein, facial expression
Gait and behavior
Multi-biometrics
Person identification and re-identification
Human-robot interaction
Brain-computer interfaces
Social robotics
Human body motion and gesture-based interaction
Speech and natural language-based interaction
Affective computing
Surveillance and security
Ethics and fairness issues in the use of biometrics
Track 5: Document and Media Analysis:
Text and symbol recognition
Handwritten text recognition
Document image analysis
Document understanding
Natural language processing
Scene text detection and recognition
Graphics recognition
Content based image retrieval and data mining
Visual question and answering
Multimedia document analysis
Media analysis for augmented and virtual reality
Multimodal fusion
Table detection, recognition, and structure extraction
Video text detection and recognition
Human-document interaction
Track 6: Biomedical Image Analysis and Informatics:
Data-driven modeling of clinical care
Clinical predictive modeling
Biostatistics
Biomedical imaging techniques
Quantitative microscopy
Medical image analysis
Interactive segmentation
Visualization and 3D printing
Medical applications
Submission guidelines
ICPR 2022 will employ a two-round review process. Papers must be registered prior to submission and all submissions take place through the PaperCept Conference Management Submission.
Papers submitted by the paper deadline will be reviewed using single-blind peer review. Authors are required to include their names and affiliations in their paper as illustrated in the sample paper templates. Submissions must identify the preferred track among the six conference tracks.
The result of the first review round will either be accept (possibly with recommended changes), reject, or revise to resubmit for a second review round. Accepted papers will be published by IEEE and be available in IEEE Xplore. Submissions must be limited to six pages plus additional pages for references, in IEEE 2-column format.
IAPR Ethical Requirements for Authors
IAPR requires that all authors wishing to present a paper declare that:
* The paper is substantially original and that no paper substantially similar in content has been submitted or will be submitted to any other conference or journal during the review period.
* The paper does not contain any plagiarism.
* The paper will be presented by the author or a co-author in person or online.
* IAPR retains the right to eliminate any papers in violation of these requirements and to exclude the authors of such papers from future IAPR community activities.
For the full statement of IAPR ethical requirements for authors, see the webpage https://iapr.org/constitution/soe.php.
In case of no-show, where neither an author nor a proxy presents the paper at the conference, ICPR 2022 reserves the right to exclude the paper from distribution and publication after the conference by removal from IEEE Xplore.
Important Dates
Abstract registration deadline January 10, 2022
Paper submission deadline January 17, 2022
Acceptance/Rejection/Revision decision March 14, 2022
Revision/rebuttal deadline April 11, 2022
Final decision on submissions May 9, 2022
Camera ready manuscript deadline June 6, 2022
Early bird registration deadline June 6, 2022
ICPR 2022 August 21-25, 2022
Topics of interest include all aspects of Pattern Recognition, not limited to the following detailed list:
Track 1: Artificial Intelligence, Machine Learning for Pattern Analysis:
Classification and clustering
Statistical learning theory
Syntactic and structural pattern recognition
Neural network architectures and models
Graph models
Deep learning
Representation learning
Online learning and continual learning
Supervised, unsupervised, self-supervised and semi-supervised learning
Transfer learning and meta learning
Multi-modal and multi-view learning
Active and ensemble learning
Reinforcement learning
Compressed sensing and sparse representation
Large scale learning and big data
Recurrent networks, temporal models and non-feed-forward methods
Low-shot and long-tailed learning
Generative models
Track 2: Computer Vision and Robotic Perception:
Early and low-level vision
Stereo and 3D vision
Multiple view geometry
Object detection and recognition
Motion, tracking and video analysis
Deformable models and registration
Learning for vision
Scene analysis and understanding
Action and behavior recognition
Vision and language
Perception for autonomous navigation and/or driving
Vision for robotics, robot navigation and SLAM
Perceptually driven reinforcement learning
Track 3: Image, Video, Speech, and Signal Analysis:
Sensor array and multichannel signal processing
Image and video processing
Enhancement, restoration and filtering
Segmentation, features and descriptors
Coding, compression and super-resolution
Speech and speaker recognition
Audio and acoustic processing
Computational photography
Models, representations, and techniques for image mining
Image analysis with ill-structured and spatial information
Track 4: Biometrics and Human-Machine Interaction:
Hard biometrics: face, iris, fingerprint, palmprint
Soft biometrics: skin, hair, ear, vein, facial expression
Gait and behavior
Multi-biometrics
Person identification and re-identification
Human-robot interaction
Brain-computer interfaces
Social robotics
Human body motion and gesture-based interaction
Speech and natural language-based interaction
Affective computing
Surveillance and security
Ethics and fairness issues in the use of biometrics
Track 5: Document and Media Analysis:
Text and symbol recognition
Handwritten text recognition
Document image analysis
Document understanding
Natural language processing
Scene text detection and recognition
Graphics recognition
Content based image retrieval and data mining
Visual question and answering
Multimedia document analysis
Media analysis for augmented and virtual reality
Multimodal fusion
Table detection, recognition, and structure extraction
Video text detection and recognition
Human-document interaction
Track 6: Biomedical Image Analysis and Informatics:
Data-driven modeling of clinical care
Clinical predictive modeling
Biostatistics
Biomedical imaging techniques
Quantitative microscopy
Medical image analysis
Interactive segmentation
Visualization and 3D printing
Medical applications
Submission guidelines
ICPR 2022 will employ a two-round review process. Papers must be registered prior to submission and all submissions take place through the PaperCept Conference Management Submission.
Papers submitted by the paper deadline will be reviewed using single-blind peer review. Authors are required to include their names and affiliations in their paper as illustrated in the sample paper templates. Submissions must identify the preferred track among the six conference tracks.
The result of the first review round will either be accept (possibly with recommended changes), reject, or revise to resubmit for a second review round. Accepted papers will be published by IEEE and be available in IEEE Xplore. Submissions must be limited to six pages plus additional pages for references, in IEEE 2-column format.
IAPR Ethical Requirements for Authors
IAPR requires that all authors wishing to present a paper declare that:
* The paper is substantially original and that no paper substantially similar in content has been submitted or will be submitted to any other conference or journal during the review period.
* The paper does not contain any plagiarism.
* The paper will be presented by the author or a co-author in person or online.
* IAPR retains the right to eliminate any papers in violation of these requirements and to exclude the authors of such papers from future IAPR community activities.
For the full statement of IAPR ethical requirements for authors, see the webpage https://iapr.org/constitution/soe.php.
In case of no-show, where neither an author nor a proxy presents the paper at the conference, ICPR 2022 reserves the right to exclude the paper from distribution and publication after the conference by removal from IEEE Xplore.
Important Dates
Abstract registration deadline January 10, 2022
Paper submission deadline January 17, 2022
Acceptance/Rejection/Revision decision March 14, 2022
Revision/rebuttal deadline April 11, 2022
Final decision on submissions May 9, 2022
Camera ready manuscript deadline June 6, 2022
Early bird registration deadline June 6, 2022
ICPR 2022 August 21-25, 2022
Journal Promotion
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