Deep Learning in Computer Vision : Principles and Applications (Hardcover)

1. Accelerating CNN Inference of FPGAs2. Object Detection with Convolutional Neural Networks3. Efficient Convolutional Neural Networks for Fire Detection in Surveillance Applications4. A Multi-biometric Face Recognition System Based on Multimodal Deep Learning Representations5. Deep LSTM based Sequence Learning Approaches for Action and Activity Recognition6. Deep Semantic Segmentation in Autonomous Driving7. Aerial Imagery Registration using Deep Learning for UAV Geolocalization8. Applications of Deep Learning in Robot Vision9. Deep Convolutional Neural Networks: Foundations and Applications in Medical Imaging10. Lossless Full Resolution Deep Learning Convolutional Networks for Skin Lesion Boundary Segmentation11. Skin Melanoma Classification Using Deep Convolutional Neural Networks