Intra Prediction-Based Measurement Coding Algorithm for Block-Based Compressive Sensing Images
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DOI: 10.1109/access.2021.3068579
Abstract: Block-based compressive image sensor (BCIS) captures light and represents them as compressed data called measurement. It has potential to revolutionize conventional image and video acquisition system that builds upon high complexity and redundant process. However,… read more here.
Keywords: block based; prediction; based compressive; intra prediction ... See more keywords
Probability-Based Fast Intra Prediction Algorithm for Spatial SHVC
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Broadcasting"
DOI: 10.1109/tbc.2021.3126277
Abstract: Due to multi-layer encoding and Inter-layer prediction, Scalable High Efficiency Video Coding (SHVC) has extremely high coding complexity. It is very crucial to improve its coding speed so as to promote widespread and cost-effective SHVC… read more here.
Keywords: based fast; intra prediction; fast intra; shvc ... See more keywords
A Fully Pipelined Hardware Architecture for Intra Prediction of HEVC
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DOI: 10.1109/tcsvt.2016.2593618
Abstract: Ultrahigh definition (UHD), such as 4K/8K, is becoming the mainstream of video resolution nowadays. High Efficiency Video Coding (HEVC) is the emerging video coding standard to process the encoding and decoding of UHD video. This… read more here.
Keywords: prediction hevc; architecture intra; hevc; intra prediction ... See more keywords
Deep Intra Prediction by Jointly Exploiting Local and Non-Local Similarities
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DOI: 10.1109/tcsvt.2022.3220434
Abstract: Intra prediction, which aims to remove the redundancies within a frame, has shown promising performance by simply projecting and interpolating samples along multiple angular directions. Recently, with numerous approaches devoted to learning nonlinear predictors with… read more here.
Keywords: local non; intra prediction; non local; prediction ... See more keywords
Fully Connected Network-Based Intra Prediction for Image Coding
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DOI: 10.1109/tip.2018.2817044
Abstract: This paper proposes a deep learning method for intra prediction. Different from traditional methods utilizing some fixed rules, we propose using a fully connected network to learn an end-to-end mapping from neighboring reconstructed pixels to… read more here.
Keywords: image; network; connected network; fully connected ... See more keywords
Iterative Training of Neural Networks for Intra Prediction
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DOI: 10.1109/tip.2020.3038348
Abstract: This paper presents an iterative training of neural networks for intra prediction in a block-based image and video codec. First, the neural networks are trained on blocks arising from the codec partitioning of images, each… read more here.
Keywords: iterative training; networks intra; neural networks; intra prediction ... See more keywords