Lost in Translation: The Critical Role of Attention in Adaptive Image Reconstruction
Conference
Wickremasinghe, LTN, Niwarthana, DSPA, Somarathne, PMPH et al. (2023). Lost in Translation: The Critical Role of Attention in Adaptive Image Reconstruction
. 10.1364/ISA.2023.JM1B.5
Wickremasinghe, LTN, Niwarthana, DSPA, Somarathne, PMPH et al. (2023). Lost in Translation: The Critical Role of Attention in Adaptive Image Reconstruction
. 10.1364/ISA.2023.JM1B.5
We propose a novel attention-based deep learning framework for reconstructing images from compressively sensed measurements. Our method leverages knowledge of the sampling basis and structured sampling patterns, highlighting the importance of learning adaptive features from measurements.
