Reading

Textbooks

• Image Processing For Computer Graphics and Vision
• Deep Learning
• Computer Vision: Algorithms and Applications
• Computer Vision with the OpenCV

Deep Learning

• Deep learning Survey
• ImageNet Classification with Deep Convolutional Neural Networks
• Going Deeper with Convolutions
• Generative Adversarial Networks (paper)

• Generative Adversarial Networks (MS dissertation)

Wavelets and Deep Learning

• Understanding Deep Convolutional Networks
• Deep Neural Network Mathematical Mysteries for High Dimensional Learning

Course Notes

• Wavelets Tutorial Notes (From Fourier Analysis to Wavelets)
• Filtros e Transformadas de Sinais

Surveys and Etc

• Real-Time Computer Vision with OpenCV

• Bilateral Filtering: Theory and Applications
• Local Invariant Feature Detectors
• Graph Cuts and Ef?cient N-D Image Segmentation
• Seamless Image Stitching in the Gradient Domain
• Image and Video Matting: A Survey
• Image Alignment and Stitching: A Tutorial