Experimental realization of convolution processing in photonic synthetic frequency dimensions

L Fan, K Wang, H Wang, A Dutt, S Fan - Science Advances, 2023 - science.org
Convolution is an essential operation in signal and image processing and consumes most of
the computing power in convolutional neural networks. Photonic convolution has the …

Platform Independent Satellite Image Processing Using GPGPU

J Kanjalkar, A Natu, U Patel, H Sonawane… - … Conference on Data …, 2024 - Springer
The volume of multimedia data is increasing in areas such as big data analytics, image
processing, and computer vision, making it challenging to interpret and use information …

GPU 를이용한위성영상의병렬처리: 이산합성곱과행렬연산중심으로

한수희, 이정호, 송정헌, 이선구 - 한국측량학회지, 2022 - dbpia.co.kr
본 연구에서는 위성 영상의 처리에 빈번히 사용되는 이산 합성곱 (discrete convolution) 과 행렬
곱셈의 효율 제고를 위하여 GPU 를 이용한 병렬처리 코드를 구현하고 성능을 평가하였다 …