View-based 3-D Object Retrieval: Computer Science Reviews and Trends
Autor Yue Gao, Qionghai Daien Limba Engleză Paperback – 7 dec 2014
View-based 3-D Object Retrieval introduces and discusses the fundamental challenges in view-based 3-D object retrieval, proposes a collection of selected state-of-the-art methods for accomplishing this task developed by the authors, and summarizes recent achievements in view-based 3-D object retrieval. Part I presents an Introduction to View-based 3-D Object Retrieval, Part II discusses View Extraction, Selection, and Representation, Part III provides a deep dive into View-Based 3-D Object Comparison, and Part IV looks at future research and developments including Big Data application and geographical location-based applications.
- Systematically introduces view-based 3-D object retrieval, including problem definitions and settings, methodologies, and benchmark testing beds
- Discusses several key challenges in view-based 3-D object retrieval, and introduces the state-of-the-art solutions
- Presents the progression from general image retrieval techniques to view-based 3-D object retrieval
- Introduces future research efforts in the areas of Big Data, feature extraction, and geographical location-based applications
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Specificații
ISBN-13: 9780128024195
ISBN-10: 0128024194
Pagini: 154
Dimensiuni: 152 x 229 x 15 mm
Editura: ELSEVIER SCIENCE
Seria Computer Science Reviews and Trends
ISBN-10: 0128024194
Pagini: 154
Dimensiuni: 152 x 229 x 15 mm
Editura: ELSEVIER SCIENCE
Seria Computer Science Reviews and Trends
Cuprins
Part I The Start1. Introduction2. The Benchmark and Evaluation
Part II View Extraction, Selection, and Representation3. View Extraction4. View Selection5. View Representation
Part III View-Based 3-D Object Comparison6. Multiple-View Distance Metric7. Learning-based 3-D Object Retrieval
Part IV Conclusion8. Conclusions and Future Work
Part II View Extraction, Selection, and Representation3. View Extraction4. View Selection5. View Representation
Part III View-Based 3-D Object Comparison6. Multiple-View Distance Metric7. Learning-based 3-D Object Retrieval
Part IV Conclusion8. Conclusions and Future Work