MultiMedia Modeling 27th International Conference, MMM 2021, Prague, Czech Republic, June 22-24, 2021 : proceedings. Part I /
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 pos...
| Corporate Authors: | International Conference on Multi-Media Modeling Prague, Czech Republic) |
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| Other Authors: | International Conference on Multi-Media Modeling, Lokoč, Jakub,, Skopal, Tomas,, Schoeffmann, Klaus,, Mezaris, Vasileios,, Li, Xirong,, Vrochidis, Stefanos, 1975-, Patras, Ioannis,, SpringerLink (Online service) |
| Format: | eBook |
| Language: | English |
| Published: |
Cham :
Springer,
[2021]
|
| Physical Description: |
1 online resource (xxv, 733 pages) : illustrations (chiefly color). |
| Series: |
Lecture notes in computer science ;
12572. LNCS sublibrary. Information systems and applications, incl. Internet/Web, and HCI. |
| Subjects: |
| 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. |
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| Item Description: |
International conference proceedings. Includes author index. 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. Intro -- Preface -- Organization -- Contents -- Part I -- Contents -- Part II -- Crossed-Time Delay Neural Network for Speaker Recognition -- 1 Introduction -- 2 Baseline Models -- 3 Crossed-Time Delay Neural Network -- 3.1 Crossed-Time Delay Layer -- 3.2 Statistical Concatenation -- 4 Experiments -- 4.1 Preprocessing -- 4.2 Model Configuration -- 4.3 Training Parameters Settings -- 4.4 Embedding Extraction and Verification -- 5 Results -- 5.1 VoxCeleb1 -- 5.2 Vcc2016 -- 6 Conclusion -- References -- An Asymmetric Two-Sided Penalty Term for CT-GAN -- 1 Introduction -- 2 Background -- 2.1 WGAN. 2.2 WGAN-GP -- 2.3 CT-GAN -- 3 Our Approach -- 3.1 Asymmetric Two-Sided Penalty -- 3.2 WGAN with Asymmetric Two-Sided Penalty -- 4 Experiments -- 4.1 Datasets and Evaluation -- 4.2 Results -- 5 Conclusion -- References -- Fast Discrete Matrix Factorization Hashing for Large-Scale Cross-Modal Retrieval -- 1 Introduction -- 2 Proposed Method -- 2.1 Problem Formulation -- 2.2 Fast Discrete Matrix Factorization Hashing -- 2.3 Optimization Algorithm -- 2.4 Out-of-Sample Extension -- 3 Experiment -- 3.1 Experiment Settings -- 3.2 Experimental Results -- 3.3 Parameter Sensitivity Analysis. 3.4 Time Cost Analysis -- 4 Conclusion -- References -- Fast Optimal Transport Artistic Style Transfer -- 1 Introduction -- 2 Related Work -- 3 Methodology -- 3.1 Fast Style Transfer Framework -- 3.2 Learn to Style Transfer via Optimal Transport -- 3.3 Optimization Objectives -- 4 Experiments -- 4.1 Implementation Details -- 4.2 Qualitative Analysis -- 4.3 Quantitative Analysis -- 4.4 Ablation Study -- 5 Conclusion -- References -- Stacked Sparse Autoencoder for Audio Object Coding -- 1 Introduction -- 2 Related Work -- 3 Proposed Approach -- 3.1 Structure of SSAE-SAOC. 3.2 Architecture of Stacked Sparse Autoencoder -- 4 Experimental Evaluation -- 4.1 Experiments Conditions -- 4.2 SSAE Model Training -- 4.3 Test Results and Data Analysis -- 5 Conclusions -- References -- A Collaborative Multi-modal Fusion Method Based on Random Variational Information Bottleneck for Gesture Recognition -- 1 Introduction -- 2 Related Work -- 3 Methodology -- 3.1 Variational Information Bottleneck -- 3.2 Random Variational Information Bottleneck -- 4 Experiment -- 4.1 Data Processing -- 4.2 Experimental Analysis -- 5 Conclusion -- References. Frame Aggregation and Multi-modal Fusion Framework for Video-Based Person Recognition -- 1 Introduction -- 2 Related Work -- 3 Our Framework -- 3.1 Overview -- 3.2 AttentionVLAD for Frame Aggregation -- 3.3 MLMA for Multi-modal Fusion -- 4 Experiments -- 4.1 Dataset -- 4.2 Results -- 4.3 Implementation Details -- 4.4 Ablation Study -- 5 Conclusion -- References -- An Adaptive Face-Iris Multimodal Identification System Based on Quality Assessment Network -- 1 Introduction -- 2 Proposed System -- 2.1 Preprocessing -- 2.2 Feature Extraction -- 2.3 Matching -- 2.4 FaceIrisQANet -- 2.5 Fusion and Decision. |
| Physical Description: |
1 online resource (xxv, 733 pages) : illustrations (chiefly color). |
| ISBN: |
9783030678326 3030678326 |