图书简介

Theory, Technology and Systems: A Brief Introduction to Part 1 (C H Chen); Optimal Statistical Classification (Edward R Dougherty, Jr and Lori Dalton); Deep Discriminative Feature Learning Method for Object Recognition (Weiwei Shi, Yihong Gong); Deep Learning based Background/Foreground Separation in Videos: A Survey (Thierry Bouwmans, Huu Ton Le); Snake Detection with Deep Architectures (Sedat Ozer); Efficient Deep Learning on Embedded Systems (Xianju Wang); Boosting the Power of Random Forests Using Locally-Scoped Decision Trees (G Armano, A Giuliani, and E Tamponi); Random Forest for Dissimilarity-based Pattern Recognition (Simon Bernard); A Review of Image Colourisation (Bo Li, Yu-Kun Lai, Paul L Rosin); Recent Progress of Deep Learning for Speech Recognition (Jinyu Li and Dong Yu); Applications: A Brief Introduction to Part 2 (C H Chen); Machine Learning in Remote Sensing (Ronny Hänsch); Hyperspectral and Spatially Adaptive Unmixing (Fadi Kizel and Jon Atli Benediktsson); Image Processing for Sea Ice Parameters from Visual Images (Qin Zhang); Deep Learning for Image Reconstruction (Zhiyang Fu, Sagar Mandaava and Ali Bilgin); Applications of Deep Learning to Segmentation and Labeling of MRI Brain Structures (Evan Fletcher and Alexander Knaack); Automatic Segmentation of IVUS Images Based on Temporal Texture Analysis (A Gangidi and C H Chen); Deep Learning for Historical Document Analysis (Marcus Liwicki); Signature Verification via Graph-Based Methods (Paul Maergner, Kaspar Riesen, Rolf Ingold, Andreas Fischer); Cellular Neural Network for Seismic Pattern Recognition (K Y Huang); Incorporating Facial Attributes in Cross-modal Face Verification and Synthesis (Hadi Kazemi (student), Seyed Mehdi Iranmanesh (student) and Nasser M Nasrabadi); Controlling Steering Angle for Cooperative Self-Driving Vehicles Utilizing CNN and LSTM Based Deep Networks (R Valiente, M Zaman, S Ozer, Y P Fallan);

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