| | The Fifth (2022) IEEE International Conference on
Multimedia Information Processing and Retrieval (MIPR'22)
http://www.ieee-mipr.org
Taking Place Virtually
August 2 - August 4, 2022
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MIPR 2022 highlights
Keynote Speakers
* Philip S. Yu, Professor, University of Illinois Chicago
* Jian Pei, Professor, Simon Fraser University
* Shih-Fu Chang, Professor, Columbia University
Innovation Forums
* The Future Trending of Metaverse
Moderator: Shuxue Quan, Oppo
* Hardware and Software Acceleration for AI Applications
Moderator: Xin Chen, Intel
* The Future of Media Compression: Deep Learning Approaches
Moderator: Dong Liu, University of Science and Technology of China
* Computer Vision
Moderator: Zhou Ren, Wormpex AI Research
New forms of multimedia data (such as text, numbers, tags, networking,
signals, geo-tagged information, graphs/relationships, 3D/VR/AR and
sensor data, etc.) has emerged in many applications in addition to
traditional multimedia data (image, video, audio). Multimedia has
become the biggest of big data as the foundation of today's
data-driven discoveries. Almost all disciplines of science and
engineering, as well as social sciences, involve multimedia data in
some forms, such as recording experiments, driverless cars, unmanned
aerial vehicles, smart communities, biomedical instruments, security
surveillance. Some recent events demonstrate the power of real-time
broadcast of unfolding events on social networks. Multimedia data is
not just big in volume, but also multi-modal and mostly
unstructured. Storing, indexing, searching, integrating, and
recognizing from the vast amounts of data create unprecedented
challenges. Even though significant progress has been made processing
multimedia data, today's solutions are inadequate in handling data
from millions of sources simultaneously.
The IEEE International Conference on Multimedia Information Processing
and Retrieval (IEEE-MIPR) aims to provide a forum for original
research contributions and practical system design, implementation,
and applications of multimedia information processing and retrieval
for single modality or multiple modalities. The target audiences will
be university researchers, scientists, industry practitioners,
software engineers, and graduate students who need to become
acquainted with technologies for big data analytics, machine
intelligence, information fusion in multimedia information processing
and retrieval. A collection of keynotes, tutorials, and workshops
will be held, together with paper/poster sessions. In addition, MIPR
2022 Innovation Forum invites leaders in multimedia society to discuss
the topics covering video compression, AI acceleration, metaverse, and
Computer Vision.
The conference will accept regular papers (6 pages), short papers (4
pages), and demo papers (4 pages). Authors are encouraged to compare
their approaches, qualitatively or quantitatively, with existing work
and explain the strength and weakness of the new approaches. Selected
submissions will be invited to submit to journal special issues.
The conference includes (but not limited) the following topics of
multimedia data processing and retrieval.
Multimedia Retrieval
Multimedia Search and Recommendation
Web-Scale Retrieval
Relevance Feedback, Active/Transfer Learning
3D and sensor data retrieval
Multimodal Media (images, videos, texts, graph/relationship)
Retrieval
High-Level Semantic Multimedia Features
Machine Learning/Deep Learning/Data Mining
Deep Learning in Multimedia Data and / or Multimodal Fusion
Deep Cross-Learning for Novel Features and Feature Selection
High-Performance Deep Learning (Theories and Infrastructures)
Spatio-Temporal Data Mining
Novel Dataset for Learning and Multimedia
Content Understanding and Analytics
Multimodal/Multisensor Integration and Analysis
Effective and Scalable Solution for Big Data Integration
Affective and Perceptual Multimedia
Multimedia/Multimodal Interaction Interfaces with humans
Multimedia and Vision
Multimedia Telepresence and Virtual/Augmented/Mixed Reality
Visual Concept Detection
Object Detection and Tracking
3D Modeling, Reconstruction, and Interactive Applications
Networks for Multimedia Systems
Internet Scale System Design
Information Coding for Content Delivery
Systems and Infrastructures
Multimedia Systems and Middleware
Software Infrastructure for Data Analytics
Distributed Multimedia Systems and Cloud Computing
Data Management
Multimedia Data Collections, Modeling, Indexing, or Storage
Data Integrity, Security, Protection, Privacy
Standards and Policies for Data Management
Novel Applications
Multimedia applications for health and sports
Multimedia applications for culture and education
Multimedia applications for fashion and living
Multimedia applications for security and safety
Internet of Multimedia Things
Real-Time Data Processing
Autonomous Systems such as Driverless Cars, Robots, and Drones
Mobile and Wearable Multimedia
* IEEE Technical Committee on Multimedia Computing (TCMC) will sponsor
5-6 student registration scholarships. Preference will be given to
student authors
Important Dates:
Regular and Short Paper Submission: March 28, 2022 [Extended]
Notification of acceptance: May 10, 2022
Camera ready due: July 1, 2022
Conference Date: August 2 - 4, 2022
General Co-Chairs:
C.-C. Jay Kuo (University of Southern California, USA)
Klara Nahrstedt (University of Illinois at Urbana-Champaign, USA)
Yong Rui (Lenovo Group, China)
Guan-Ming Su (Dolby Labs, USA)
Program Co-Chairs:
Ming-Ching Chang (State University of New York at Albany, USA)
Abdulmotaleb El Saddik (University of Ottawa, Canada)
Yan Tong (University of South Carolina, USA)
Bihan Wen (Nanyang Technological University, Singapore) |
