Search Results - "scalable image coding"

Scalable Image Coding for Humans and Machines by 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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Semantic and Saliency-Aware Scalable Image Coding Toward Human-Machine Collaboration by 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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SSSIC: Semantics-to-Signal Scalable Image Coding With Learned Structural Representations by 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…”
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Semantic Prior-Guided Scalable Image Coding by Shi, Wuzhen, Yin, Wennan, Tao, Fei, Wen, Yang

“…We propose a semantic priori-guided scalable image coding method for simultaneously supporting fast machine vision analysis and high quality human visual experience…”
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Scalable image coding with enhancement features for human and machine by Wu, Ying, An, Ping, Yang, Chao, Huang, XinPeng

“…The past decade has seen significant advancements in computer vision technologies, resulting in an increasing consumption of images and videos by both human…”
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Layered and scalable image coding with semantic features for human and machine by Wei, Jiao, An, Ping, Wang, Shipei, Huang, Kunqiang, Yang, Chao, Huang, Xinpeng

“…In recent years, there has been an emergence of numerous edge devices capturing visual data primarily for machine vision analysis, with occasional viewing by…”
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Scalable Image Coding Based on Epitomes by Alain, Martin, Guillemot, Christine, Thoreau, Dominique, Guillotel, Philippe

“…In this paper, we propose a novel scheme for scalable image coding based on the concept of epitome…”
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STSIC: Swin-transformer-based scalable image coding for human and machine by Wang, Shipei, An, Ping, Yang, Chao, Huang, Kunqiang, Huang, Xinpeng

“…•The scalable image coding framework is employed in STSIC.•Swin-Transformer is used as the backbone of STSIC…”
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Semantically Scalable Image Coding With Compression of Feature Maps by Yan, Ning, Liu, Dong, Li, Houqiang, Wu, Feng

“…In this paper, we consider a novel image coding paradigm, termed semantically scalable coding. In the new paradigm, coded bitstream serves for multiple…”
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Towards Semantically Scalable Image Coding using Semantic Map by Yan, Ning, Liu, Dong, Li, Houqiang, Wu, Feng, Xiong, Zhiwei, Zha, Zheng-Jun

“… We implement such a semantically scalable image coding scheme based on semantic map. In the proposed scheme, the original image is firstly semantically segmented and the semantic map is compressed as the base layer…”
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Resolution Scalable Image Coding With Reversible Cellular Automata by Cappellari, L, Milani, S, Cruz-Reyes, C, Calvagno, G

“…In a resolution scalable image coding algorithm, a multiresolution representation of the data is often obtained using a linear filter bank…”
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Towards Coding For Human And Machine Vision: A Scalable Image Coding Approach by Hu, Yueyu, Yang, Shuai, Yang, Wenhan, Duan, Ling-Yu, Liu, Jiaying

“…The past decades have witnessed the rapid development of image and video coding techniques in the era of big data. However, the signal fidelity-driven coding…”
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Scalable Image Coding for Humans and Machines Using Feature Fusion Network by Shindo, Takahiro, Watanabe, Taiju, Tatsumi, Yui, Watanabe, Hiroshi

“… We propose a learning-based scalable image coding method for humans and machines that is compatible with numerous image recognition models…”
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Scalable image coding using reversible integer wavelet transforms by Bilgin, A., Sementilli, J., Fang Sheng, Marcellin, M.W.

“…Reversible integer wavelet transforms allow both lossless and lossy decoding using a single bitstream. We present a new fully scalable image coder and…”
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End to End Scalable Image Coding for Machines by Wu, Zijun, Wang, Hanming, Wang, Huifen, Zhang, Yuan

“…With the rapid advancements in image data acquisition technology, there has been a significant improvement in the resolution of captured images. This progress…”
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text +\mathrm: Plug and Play Scalable Image Coding for Humans and Machines by Harell, Alon, Foroutan, Yalda, Bajic, Ivan V.

“…Compression for machines is an emerging field, where inputs are encoded while optimizing the performance of down-stream automated analysis. In scalable coding…”
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Scalable Image Coding for Humans and Machines by 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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Learned Disentangled Latent Representations for Scalable Image Coding for Humans and Machines by Ozyilkan, Ezgi, Ulhaq, Mateen, Choi, Hyomin, Racape, Fabien

“…As an increasing amount of image and video content will be analyzed by machines, there is demand for a new codec paradigm that is capable of compressing visual…”
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Scalable Image Coding for Human and Machines: Based on partial channel context model by Shi, Yunhui, Ren, Jiawei, Wang, Lilong, Wang, Jin, Liu, Jiale

“…In recent years, there has been a substantial increase in the amount of visual data generated by edge devices. Machines typically process this data to…”
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Frequency-Aware Hierarchical Image Compression for Humans and Machines by Luo, Yue, Zhang, Zixiang, Kuang, Jinhao, Yu, Li

“…To achieve efficient compression for both human vision and machine perception, scalable coding methods have been proposed in recent years. However, existing…”
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