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Minjiang Li - IEEE Xplore Author Profile

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Although it has been surpassed by many subsequent coding standards, JPEG occupies a large storage share of the current data hosting service. To reduce the storage costs, DropBox proposed a secondary lossless compression algorithm, Lepton, to further improve the compression rate of JPEG images. However, the bloated probability models defined by Lepton severely restrict its throughput and energy eff...Show More
The images captured in hazy weather are always affected by haze, hence image dehazing has become a hot field in image processing. However, the existing dehazing algorithms are hard to be implemented on hardware to speed up because of high computational complexity. In this paper, we propose a novel hardware friendly image dehazing method to improve the image quality and save the execution time simu...Show More
Neural network has been one of the most useful techniques in the area of image analysis and speech recognition in recent years. Long Short-Term Memory (LSTM), a popular type of recurrent neural networks (RNNs), has widely been implemented on CPUs and GPUs. However, software implementation cannot offer large parallelism for the complicated computation of LSTM, and most of the LSTM hardware implemen...Show More