Suchergebnisse - "Image coding"

Scalable Image Coding for Humans and Machines von Choi, Hyomin, Bajic, Ivan V.

“… At present, and increasingly so in the future, much of the captured visual content will not be seen by humans. Instead, it will be used for automated machine …”
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Deep-Learning-Based Lossless Image Coding von Schiopu, Ionut, Munteanu, Adrian

“… This paper proposes a novel approach for lossless image compression. The proposed coding approach employs a deep-learning-based method to compute the …”
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Fully Connected Network-Based Intra Prediction for Image Coding von Li, Jiahao, Li, Bin, Xu, Jizheng, Xiong, Ruiqin, Gao, Wen

“… This paper proposes a deep learning method for intra prediction. Different from traditional methods utilizing some fixed rules, we propose using a fully …”
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Semantic-Aware Visual Decomposition for Image Coding von Chang, Jianhui, Zhang, Jian, Li, Jiguo, Wang, Shiqi, Mao, Qi, Jia, Chuanmin, Ma, Siwei, Gao, Wen

“… In this paper, we propose a novel image coding framework with semantic-aware visual decomposition towards extremely low bitrate compression …”
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JPEG XS-A New Standard for Visually Lossless Low-Latency Lightweight Image Coding von Descampe, Antonin, Richter, Thomas, Ebrahimi, Touradj, Foessel, Siegfried, Keinert, Joachim, Bruylants, Tim, Pellegrin, Pascal, Buysschaert, Charles, Rouvroy, Gael

“… (formally known as ISO/International Electrotechnical Commission (IEC) JTC1/SC29/WG1). It defines an interoperable, visually lossless low-latency lightweight image coding that can be used for mezzanine compression within any AV market …”
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Directional Discrete Cosine Transforms-A New Framework for Image Coding von Zeng, Bing, Fu, Jingjing

“… Nearly all block-based transform schemes for image and video coding developed so far choose the 2-D discrete cosine transform (DCT) of a square block shape …”
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Rate–distortion optimization of multi-exposure image coding for high dynamic range image coding von Chiang, Jui-Chiu, Shih, Wen-Hsien, Deng, Jhih-You

“… High dynamic range (HDR) images have many practical applications because they offer an extended dynamic range and a more realistic visual experience. A HDR …”
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Accelerated decoding method in fractal image coding von Wang, Qiang

“… To accelerate the fractal decoding process, a minimum domain block set (MDBS)‐based fast fractal decoding method is proposed here. In fractal encoding process, …”
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Image Coding For Machines: an End-To-End Learned Approach von Le, Nam, Zhang, Honglei, Cricri, Francesco, Ghaznavi-Youvalari, Ramin, Rahtu, Esa

“… Over recent years, deep learning-based computer vision systems have been applied to images at an ever-increasing pace, oftentimes representing the only type of …”
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Advanced Scalability for Light Field Image Coding von Amirpour, Hadi, Guillemot, Christine, Ghanbari, Mohammad, Timmerer, Christian

“… Light field imaging, which captures both spatial and angular information, improves user immersion by enabling post-capture actions, such as refocusing and …”
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Semantic Structured Image Coding Framework for Multiple Intelligent Applications von Sun, Simeng, He, Tianyu, Chen, Zhibo

“… tasks such as classification, recognition, detection, etc. Therefore, in this article, we propose a learning-based semantically structured image coding (SSIC …”
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Semantic and Saliency-Aware Scalable Image Coding Toward Human-Machine Collaboration von Cui, Tengyao, Wang, Yongfang, Wang, Yihan, Fang, Zhijun

“… With the widespread deployment of intelligent vision applications, a substantial amount of visual data is being transmitted to machines for automated analysis …”
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Adaptively hybrid fractal image coding von Wang, Qiang, Jin, Guohua, Bi, Sheng

“… An adaptively hybrid method was proposed to improve the performance of fractal coding methods. First, it is found that the range blocks with large variances …”
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Cloud-Based Image Coding for Mobile Devices-Toward Thousands to One Compression von Yue, Huanjing, Sun, Xiaoyan, Yang, Jingyu, Wu, Feng

“… Current image coding schemes make it hard to utilize external images for compression even if highly correlated images can be found in the cloud …”
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SSSIC: Semantics-to-Signal Scalable Image Coding With Learned Structural Representations von Yan, Ning, Gao, Changsheng, Liu, Dong, Li, Houqiang, Li, Li, Wu, Feng

“… We address the requirement of image coding for joint human-machine vision, i.e., the decoded image serves both human observation and machine analysis/understanding …”
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Dynamic Neural Network for Lossy-to-Lossless Image Coding von Dardouri, Tassnim, Kaaniche, Mounir, Benazza-Benyahia, Amel, Pesquet, Jean-Christophe

“… Lifting-based wavelet transform has been extensively used for efficient compression of various types of visual data. Generally, the performance of such coding …”
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Comparison and Evaluation of Light Field Image Coding Approaches von Viola, Irene, Rerabek, Martin, Ebrahimi, Touradj

“… The recent advances in light field imaging, supported among others by the introduction of commercially available cameras, e.g., Lytro or Raytrix, are changing …”
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Lenslet Light Field Image Coding: Classifying, Reviewing and Evaluating von Brites, Catarina, Ascenso, Joao, Pereira, Fernando

“… In recent years, visual sensors have been quickly improving, notably targeting richer acquisitions of the light present in a visual scene. In this context, the …”
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Image Coding With Data-Driven Transforms: Methodology, Performance and Potential von Zhang, Xinfeng, Yang, Chao, Li, Xiaoguang, Liu, Shan, Yang, Haitao, Katsavounidis, Ioannis, Lei, Shaw-Min, Kuo, C.-C. Jay

“… Image compression has always been an important topic in the last decades due to the explosive increase of images. The popular image compression formats are …”
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Towards Coding for Human and Machine Vision: Scalable Face Image Coding von Yang, Shuai, Hu, Yueyu, Yang, Wenhan, Duan, Ling-Yu, Liu, Jiaying

“… In this paper, we come up with a novel face image coding framework by leveraging both the compressive and the generative models, to support machine vision and human perception tasks jointly …”
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