Quaternion-Based Sparse Image Processing

1. Quaternion-Sparse based image processing: Applications, benefits and future challenge2. Technical challenges in using quaternion complex algebra for multimodal and Multispectral image processing3. Quaternion differential equations for multimodal and multispectral color image processing4. Quaternion cooler sparse representations for image processing: a technical review5. Quaternion sparse matrix optimization6. Collaborative and sparse representation of color image processing7. Robust sparse representation in quaternion space for multimodal image processing8. Sparse representation-based regularization for multimodal and multispectral image processing9. Fusion of multimodal, multispectral image processing using Quaternion Principal Component Analysis10. Experimental evaluation and validation of different variants of PCA on quaternion multispectral imaging11. Quaternion wavelet transformation for image processing: application, benefits and future challenges12. Discrete wavelet transformation on quaternion space13. De-noising in color images using quaternion discrete wavelet transformation14. Fundamentals of hypercomplex Fourier transform in quaternion space15. Application of Hypercomplex Fourier transform in quaternion space for skin image classification16. Quaternion neural network types of application, benefits and future challenges for multispectral image processing17. Quaternion neural network for geometrical operators in high dimensional quaternion space18. Image dehazing using quaternion complex algebra-based neural networks19. Classification of multispectral imaging using quaternion convolution neural network20. Phasor quaternion neural network for multimodal image processing