Multimodal learning toward micro-video understanding, Liqiang Nie, Meng Liu, and Xuemeng Song

Resource Information

The instance Multimodal learning toward micro-video understanding, Liqiang Nie, Meng Liu, and Xuemeng Song represents a material embodiment of a distinct intellectual or artistic creation found in Sydney Jones Library, University of Liverpool. This resource is a combination of several types including: Instance, Electronic.

Image

http://covers.openlibrary.org/b/isbn/9781681736297-M.jpg?default=false

Label

Multimodal learning toward micro-video understanding, Liqiang Nie, Meng Liu, and Xuemeng Song

Statement of responsibility

Liqiang Nie, Meng Liu, and Xuemeng Song

Instantiates

• Multimodal learning toward micro-video understanding

Publication

• San Rafael, California, Morgan & Claypool, 2019

Note

Part of: Synthesis digital library of engineering and computer science

Bibliography note

Includes bibliographical references (pages)

Carrier category

online resource

Carrier MARC source

rdacarrier

Color

multicolored

Content category

text

Content type MARC source

rdacontent

Contents

• 1. Introduction -- 1.1. Micro-video proliferation -- 1.2. Practical tasks -- 1.3. Research challenges -- 1.4. Our solutions -- 1.5. Book structure
• 2. Data collection -- 2.1. Dataset i for popularity prediction -- 2.2. Dataset ii for venue category estimation -- 2.3. Dataset iii for micro-video routing -- 2.4. Summary
• 3. Multimodal transductive learning for micro-video popularity prediction -- 3.1. Background -- 3.2. Research problems -- 3.3. Feature extraction -- 3.4. Related work -- 3.5. Notations and preliminaries -- 3.6. Multimodal transductive learning -- 3.7. Multi-modal transductive low-rank learning -- 3.8. Summary
• 4. Multimodal cooperative learning for micro-video venue categorization -- 4.1. Background -- 4.2. Research problems -- 4.3. Related work -- 4.4. Multimodal consistent learning -- 4.5. Multimodal complementary learning -- 4.6. Multimodal cooperative learning -- 4.7. Summary
• 5. Multimodal transfer learning in micro-video analysis -- 5.1. Background -- 5.2. Research problems -- 5.3. Related work -- 5.4. External sound dataset -- 5.5. Deep multi-modal transfer learning -- 5.6. Experiments -- 5.7. Summary
• 6. Multimodal sequential learning for micro-video recommendation -- 6.1. Background -- 6.2. Research problems -- 6.3. Related work -- 6.4. Multimodal sequential learning -- 6.5. Experiments -- 6.6. Summary
• 7. Research frontiers -- 7.1. Micro-video annotation -- 7.2. Micro-video captioning -- 7.3. Micro-video thumbnail selection -- 7.4. Semantic ontology construction -- 7.5. Pornographic content identification

Control code

201907IVM020

Dimensions

unknown

Extent

1 PDF (xv, 170 pages)

File format

multiple file formats

Form of item

online

Isbn

9781681736297

Media category

electronic

Media MARC source

isbdmedia

Other physical details

color illustrations.

Record ID

b5663174

Reformatting quality

access

Specific material designation

remote

System control number

• (CaBNVSL)thg00979531
• (OCoLC)1121141680