Modern machine learning techniques and their applications in cartoon animation research

• Tác giả: Dacheng Tao, Jun Yu
• Ngôn ngữ: eng
• ISBN-13: 978-1118559963
• Ký hiệu phân loại: 006.696 Digital video
• Thông tin xuất bản: Piscataway, New Jersey : IEEE Press, 2013.
• Mô tả vật lý: 1 PDF (208 pages).
• Bộ sưu tập: Tài liệu truy cập mở
• ID: 314522
• Chủ đề: 1. Computer animation; 2. Machine learning

Tóm tắt

 The integration of machine learning techniques and cartoon animation research is fast becoming a hot topic. This book helps readers learn the latest machine learning techniques, including patch alignment framework
  spectral clustering, graph cuts, and convex relaxation
  ensemble manifold learning
  multiple kernel learning
  multiview subspace learning
  and multiview distance metric learning. It then presents the applications of these modern machine learning techniques in cartoon animation research. With these techniques, users can efficiently utilize the cartoon materials to generate animations