دانلود کتاب بینایی کامپیوتر بررسی معیارها، طبقه‌بندی و تحلیل بینایی کامپیوتر، علوم اعصاب بصری و هوش مصنوعی بصری

Visual Computing and Visual AI is at an inflexion point where historical visual computing sciences are being superseded, piece by piece, by newer Visual AI methods. Seemingly mature visual computing applications are being improved using AI methods, such as computer graphics algorithms, image processing, scene analysis, feature representation, object detection, to name a few. The GPU is being recast to incorporate Visual AI methods, combining computer vision with computer graphics. This update to Computer Vision Metrics adds a survey of more recent and noteworthy visual computing methods and applications, with an updated taxonomy of architectures and research concepts, including the latest advances in transformers, attention mechanisms, innovative learning models, view synthesis using caption classifiers with zero-shot learning, and hybrid DNNs using a variety of basic features besides convolutional filters. Discussion and analysis are provided to uncover intuition and delve into the essence of key advancements, with an eye towards the future of third-generation Visual AI.