Deep Learning in Computer Vision

Deep Learning in Computer Vision

Principles and Applications

Hassaballah, Mahmoud; Awad, Ali Ismail

Taylor & Francis Ltd

04/2020

322

Dura

Inglês

9781138544420

15 a 20 dias

653

Descrição não disponível.
Chapter 1 Accelerating the CNN Inference on FPGAs Chapter 2 Object Detection with Convolutional Neural Networks Chapter 3 Efficient Convolutional Neural Networks for Fire Detection in Surveillance Applications Chapter 4 A Multi-biometric Face Recognition System Based on Multimodal Deep Learning Representations Chapter 5 Deep LSTM-Based Sequence Learning Approaches for Action and Activity Recognition Chapter 6 Deep Semantic Segmentation in Autonomous Driving Chapter 7 Aerial Imagery Registration Using Deep Learning for UAV Geolocalization Chapter 8 Applications of Deep Learning in Robot Vision Chapter 9 Deep Convolutional Neural Networks: Foundations and Applications in Medical Imaging Chapter 10 Lossless Full-Resolution Deep Learning Convolutional Networks for Skin Lesion Boundary Segmentation Chapter 11 Skin Melanoma Classification Using Deep Convolutional Neural Networks
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Original RGB Image;Visual Servoing;CNN Feature;Convolutional Layer;RGB Image;RGB Color Space;Softmax Classifier;CNN Model;Semantic Segmentation;DNNs;Deep Learning Approaches;RGB Information;CNN Architecture;RGB Camera;Dermoscopy Images;Experiment Iii;Visual Slam;Gps Coordinate;DOF;Early Fire Detection;DCNN;UAV Image;Roc;Hidden Units;HSI Color Space