Reading

Textbooks

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

Deep Learning

• Deep learning Survey
• ImageNet Classification with Deep Convolutional Neural Networks
• Going Deeper with Convolutions

Generative Models

• Generative Adversarial Nets (paper)
• Generative Adversarial Networks in Computer Vision (survey)
• Generative Adversarial Networks (MS dissertation)
• GANS in Action (Book)

Wavelets and Deep Learning

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

Notes and Other References

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

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