Scinovex
Physical Sciences → Computer Science → Computer Vision and Pattern Recognition

Advanced Image Processing Techniques

This cluster of papers focuses on the development and application of single image super-resolution techniques, utilizing deep learning methods such as convolutional networks, generative adversarial networks, and sparse representation. The cluster also covers related topics such as deblurring, video enhancement, and applications in medical imaging.

40.7K works worldwide673.7K citations
Super-ResolutionImageDeep LearningConvolutional NetworksGenerative Adversarial NetworksSparse RepresentationDeblurringNeural NetworksVideo EnhancementMedical Imaging

Journals publishing in this area

1IEEE Transactions on Image Processing cover
IEEE Transactions on Image Processing
ISSN 1057-71491,869 articles in this topic
391h-index
2IEEE Transactions on Pattern Analysis and Machine Intelligence cover
547h-index
3Pattern Recognition cover
Pattern Recognition
ISSN 0031-3203505 articles in this topic
300h-index
4
International Journal of Computer Vision
ISSN 0920-5691317 articles in this topic
287h-index
5ACM Transactions on Graphics cover
ACM Transactions on Graphics
ISSN 0730-0301277 articles in this topic
310h-index