Deep learning for visual recognition at pixel, object, and image levels

• المؤلف الرئيسي: Kuen, Jason Wen Yong
• مؤلفون آخرون: Tan Yap Peng
• التنسيق: Theses and Dissertations
• اللغة: English
• منشور في: 2019
• الموضوعات: Engineering::Electrical and electronic engineering
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/107566; http://hdl.handle.net/10220/50321
• المؤسسة: Nanyang Technological University

Deep (machine) learning in recent years has significantly increased the predictive modeling strengths for applications in the areas of computer vision, speech recognition, and natural language processing. Being heavily data-driven, conventional general-purpose deep learning methods mainly rely on tr...