| Description |
1 online resource (xxv, 501 pages) : illustrations (chiefly color) |
| Series |
Lecture notes in computer science ; 12573 |
|
LNCS sublibrary: SL3 - Information systems and applications, incl. Internet/Web, and HCI |
|
Lecture notes in computer science ; 12573.
|
|
LNCS sublibrary. SL 3, Information systems and applications, incl. Internet/Web, and HCI.
|
| Contents |
Intro -- Preface -- Organization -- Contents -- Part II -- Contents -- Part I -- MSCANet: Adaptive Multi-scale Context Aggregation Network for Congested Crowd Counting -- 1 Introduction -- 2 Related Work -- 3 Proposed Method -- 3.1 Multi-scale Context Aggregation Module -- 3.2 Multi-scale Context Aggregation Network -- 3.3 Compared to Other Context Modules -- 4 Experiments -- 4.1 Datasets -- 4.2 Implementation Details -- 4.3 Evaluation Metrics -- 4.4 Comparison with State-of-the-Arts -- 4.5 Ablation Study -- 5 Conclusion -- References |
|
Tropical Cyclones Tracking Based on Satellite Cloud Images: Database and Comprehensive Study -- 1 Introduction -- 2 The Proposed TCTSCI Database -- 2.1 Data Preprocessing -- 2.2 Annotation -- 2.3 Attributes -- 3 Evaluation -- 3.1 Evaluation Metric -- 3.2 Evaluated Trackers -- 3.3 Evaluation Results with OPE -- 3.4 Evaluation Results with EAO -- 3.5 Analysis -- 4 Conclusion -- References -- Image Registration Improved by Generative Adversarial Networks -- 1 Introduction -- 2 Proposed Method -- 2.1 Background -- 2.2 Proposed Network Structure -- 2.3 Loss Function -- 3 Experiments -- 3.1 Dataset |
|
3.2 Implementation Details -- 3.3 Results -- 4 Conclusion -- References -- Deep 3D Modeling of Human Bodies from Freehand Sketching -- 1 Introduction -- 2 Related Work -- 3 Our Method -- 3.1 Intermediate Skeleton Construction -- 3.2 Joint-Wise Pose Regression -- 3.3 Loss -- 4 Experiments and Discussion -- 4.1 Dataset -- 4.2 Network Details and Training Settings -- 4.3 Results and Discussion -- 4.4 Body Modeling by Freehand Sketching -- 5 Conclusions -- References -- Two-Stage Real-Time Multi-object Tracking with Candidate Selection -- 1 Introduction -- 2 Related Work |
|
2.1 Tracking-by-Detection Methods -- 2.2 Simultaneous Detection and Tracking Methods -- 3 Proposed Method -- 3.1 Backbone Network -- 3.2 Two Branches -- 3.3 Candidate Selection -- 3.4 Cascade Data Association -- 4 Experiments -- 4.1 Datasets and Metrics -- 4.2 Implementation Details -- 4.3 Experimental Results -- 5 Conclusion -- References -- Tell as You Imagine: Sentence Imageability-Aware Image Captioning -- 1 Introduction -- 2 Related Work -- 3 Image Captioning Considering Imageability -- 3.1 Data Augmentation -- 3.2 Sentence Imageability Calculation -- 3.3 Image Captioning -- 4 Evaluation |
|
4.1 Environment -- 4.2 Analysis on the Sentence Imageability Scores -- 4.3 Evaluation of Image Captioning Results -- 4.4 Subjective Evaluation -- 5 Conclusion -- References -- Deep Face Swapping via Cross-Identity Adversarial Training -- 1 Introduction -- 2 Related Works -- 3 Our Approach -- 3.1 Network Architecture -- 3.2 Model Objective -- 4 Implementation -- 5 Experiments and Analysis -- 5.1 Qualitative Results -- 5.2 Quantitative Results -- 5.3 Ablation Study -- 5.4 Difficult Cases -- 6 Conclusion -- References |
| Summary |
The two-volume set LNCS 12572 and 1273 constitutes the thoroughly refereed proceedings of the 27th International Conference on MultiMedia Modeling, MMM 2021, held in Prague, Czech Republic, in June2021. Of the 211 submitted regular papers, 40 papers were selected for oral presentation and 33 for poster presentation; 16 special session papers were accepted as well as 2 papers for a demo presentation and 17 papers for participation at the Video Browser Showdown 2021. The papers cover topics such as: multimedia indexing; multimedia mining; multimedia abstraction and summarization; multimedia annotation, tagging and recommendation; multimodal analysis for retrieval applications; semantic analysis of multimedia and contextual data; multimedia fusion methods; multimedia hyperlinking; media content browsing and retrieval tools; media representation and algorithms; audio, image, video processing, coding and compression; multimedia sensors and interaction modes; multimedia privacy, security and content protection; multimedia standards and related issues; advances in multimedia networking and streaming; multimedia databases, content delivery and transport; wireless and mobile multimedia networking; multi-camera and multi-view systems; augmented and virtual reality, virtual environments; real-time and interactive multimedia applications; mobile multimedia applications; multimedia web applications; multimedia authoring and personalization; interactive multimedia and interfaces; sensor networks; social and educational multimedia applications; and emerging trends |
| Notes |
International conference proceedings |
|
Includes author index |
|
Online resource; title from PDF title page (SpringerLink, viewed March 10, 2021) |
| Subject |
Multimedia systems -- Congresses
|
|
Computer simulation -- Congresses
|
|
Optical data processing.
|
|
Application software.
|
|
Education -- Data processing.
|
|
Artificial intelligence.
|
|
Database management.
|
|
Artificial Intelligence
|
|
artificial intelligence.
|
|
Application software
|
|
Artificial intelligence
|
|
Computer simulation
|
|
Database management
|
|
Education -- Data processing
|
|
Multimedia systems
|
|
Optical data processing
|
| Genre/Form |
proceedings (reports)
|
|
Conference papers and proceedings
|
|
Conference papers and proceedings.
|
|
Actes de congrès.
|
| Form |
Electronic book
|
| Author |
Lokoč, Jakub, editor
|
|
Skopal, Tomas, editor.
|
|
Schoeffmann, Klaus, editor.
|
|
Mezaris, Vasileios, editor
|
|
Li, Xirong, editor
|
|
Vrochidis, Stefanos, 1975- editor.
|
|
Patras, Ioannis, editor
|
| ISBN |
9783030678357 |
|
3030678350 |
|
