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AUTHOR = "Chen, L.H. and Bampis, C.G. and Li, Z. and Norkin, A. and Bovik, A.C.",
TITLE = "ProxIQA: A Proxy Approach to Perceptual Optimization of Learned Image
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AUTHOR = "Kudo, S. and Orihashi, S. and Tanida, R. and Takamura, S. and Kimata, H.",
TITLE = "GAN-Based Image Compression Using Mutual Information for Optimizing
Subjective Image Similarity",
JOURNAL = IEICE,
VOLUME = "E104-D",
YEAR = "2021",
NUMBER = "3",
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PAGES = "450-460",
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AUTHOR = "Wang, J. and Duan, Y. and Tao, X. and Xu, M. and Lu, J.",
TITLE = "Semantic Perceptual Image Compression With a Laplacian Pyramid of
Convolutional Networks",
JOURNAL = IP,
VOLUME = "30",
YEAR = "2021",
PAGES = "4225-4237",
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AUTHOR = "Wang, J. and Tao, X. and Xu, M. and Lu, J.",
TITLE = "Semantic Perceptual Image Compression With a Laplacian Pyramid of
Convolutional Networks",
BOOKTITLE = ICIP19,
YEAR = "2019",
PAGES = "699-703",
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AUTHOR = "Dua, Y. and Singh, R.S. and Parwani, K. and Lunagariya, S. and Kumar, V.",
TITLE = "Convolution Neural Network based lossy compression of hyperspectral
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JOURNAL = SP:IC,
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YEAR = "2021",
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AUTHOR = "Zhao, S.H. and Yang, S.Y. and Gu, J. and Liu, Z. and Feng, Z.X.",
TITLE = "Symmetrical lattice generative adversarial network for remote sensing
images compression",
JOURNAL = PandRS,
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YEAR = "2021",
PAGES = "169-181",
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AUTHOR = "Chen, Y.H. and Tan, B. and Wu, J. and Zhang, Z.F. and Ren, H.Q.",
TITLE = "A Deep Image Coding Scheme With Generative Network to Learn From
Correlated Images",
JOURNAL = MultMed,
VOLUME = "23",
YEAR = "2021",
PAGES = "2235-2244",
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AUTHOR = "Wang, Z.X. and Ding, G.G. and Han, J.G. and Li, F.",
TITLE = "Deep image compression with multi-stage representation",
JOURNAL = JVCIR,
VOLUME = "79",
YEAR = "2021",
PAGES = "103226",
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AUTHOR = "Hong, W.X. and Chen, T. and Lu, M. and Pu, S.L. and Ma, Z.",
TITLE = "Efficient Neural Image Decoding via Fixed-Point Inference",
JOURNAL = CirSysVideo,
VOLUME = "31",
YEAR = "2021",
NUMBER = "9",
MONTH = "September",
PAGES = "3618-3630",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT27252"}
@article{bb28810,
AUTHOR = "Sun, S. and He, T.Y. and Chen, Z.B.",
TITLE = "Semantic Structured Image Coding Framework for Multiple Intelligent
Applications",
JOURNAL = CirSysVideo,
VOLUME = "31",
YEAR = "2021",
NUMBER = "9",
MONTH = "September",
PAGES = "3631-3642",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT27253"}
@article{bb28811,
AUTHOR = "Guo, Z.Y. and Zhang, Z.Z. and Feng, R.S. and Chen, Z.B.",
TITLE = "Causal Contextual Prediction for Learned Image Compression",
JOURNAL = CirSysVideo,
VOLUME = "32",
YEAR = "2022",
NUMBER = "4",
MONTH = "April",
PAGES = "2329-2341",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT27254"}
@article{bb28812,
AUTHOR = "Mei, Y.X. and Li, L. and Li, Z. and Li, F.",
TITLE = "Learning-Based Scalable Image Compression With Latent-Feature Reuse
and Prediction",
JOURNAL = MultMed,
VOLUME = "24",
YEAR = "2022",
PAGES = "4143-4157",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT27255"}
@article{bb28813,
AUTHOR = "Li, D.W. and Li, Y.M. and Sun, H.M. and Yu, L.",
TITLE = "Deep image compression based on multi-scale deformable convolution",
JOURNAL = JVCIR,
VOLUME = "87",
YEAR = "2022",
PAGES = "103573",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT27256"}
@article{bb28814,
AUTHOR = "Lopes, L.S. and Chou, P.A. and de Queiroz, R.L.",
TITLE = "Adaptive Context Modeling for Arithmetic Coding Using Perceptrons",
JOURNAL = SPLetters,
VOLUME = "29",
YEAR = "2022",
PAGES = "2382-2386",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT27257"}
@article{bb28815,
AUTHOR = "Tang, Z. and Wang, H. and Yi, X.K. and Zhang, Y. and Kwong, S. and Kuo, C.C.J.",
TITLE = "Joint Graph Attention and Asymmetric Convolutional Neural Network for
Deep Image Compression",
JOURNAL = CirSysVideo,
VOLUME = "33",
YEAR = "2023",
NUMBER = "1",
MONTH = "January",
PAGES = "421-433",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT27258"}
@article{bb28816,
AUTHOR = "Guo, J.Y. and Xu, D. and Lu, G.",
TITLE = "CBANet: Toward Complexity and Bitrate Adaptive Deep Image Compression
Using a Single Network",
JOURNAL = IP,
VOLUME = "32",
YEAR = "2023",
PAGES = "2049-2062",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT27259"}
@article{bb28817,
AUTHOR = "Fu, H.S. and Liang, F. and Lin, J.P. and Li, B. and Akbari, M. and Liang, J. and Zhang, G. and Liu, D. and Tu, C.J. and Han, J.N.",
TITLE = "Learned Image Compression With Gaussian-Laplacian-Logistic Mixture
Model and Concatenated Residual Modules",
JOURNAL = IP,
VOLUME = "32",
YEAR = "2023",
PAGES = "2063-2076",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT27260"}
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AUTHOR = "Bao, Y. and Meng, F.Y. and Li, C. and Ma, S.W. and Tian, Y.H. and Liang, Y.S.",
TITLE = "Nonlinear Transforms in Learned Image Compression From a
Communication Perspective",
JOURNAL = CirSysVideo,
VOLUME = "33",
YEAR = "2023",
NUMBER = "4",
MONTH = "April",
PAGES = "1922-1936",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT27261"}
@article{bb28819,
AUTHOR = "Yang, Y. and Mandt, S. and Theis, L.",
TITLE = "An Introduction to Neural Data Compression",
JOURNAL = FTCGV,
VOLUME = "15",
YEAR = "2023",
NUMBER = "2",
PAGES = "113-200",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT27262"}
@article{bb28820,
AUTHOR = "Wang, S.R. and Wang, Z. and Wang, S.Q. and Ye, Y.",
TITLE = "Deep Image Compression Toward Machine Vision:
A Unified Optimization Framework",
JOURNAL = CirSysVideo,
VOLUME = "33",
YEAR = "2023",
NUMBER = "6",
MONTH = "June",
PAGES = "2979-2989",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT27263"}
@article{bb28821,
AUTHOR = "Lee, S. and Jeong, J.B. and Ryu, E.S.",
TITLE = "Entropy-Constrained Implicit Neural Representations for Deep Image
Compression",
JOURNAL = SPLetters,
VOLUME = "30",
YEAR = "2023",
PAGES = "663-667",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT27264"}
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AUTHOR = "Fu, H.S. and Liang, F. and Liang, J. and Li, B.L. and Zhang, G. and Han, J.N.",
TITLE = "Asymmetric Learned Image Compression With Multi-Scale Residual Block,
Importance Scaling, and Post-Quantization Filtering",
JOURNAL = CirSysVideo,
VOLUME = "33",
YEAR = "2023",
NUMBER = "8",
MONTH = "August",
PAGES = "4309-4321",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT27265"}
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AUTHOR = "Luo, S. and Fang, G.F. and Song, M.L.",
TITLE = "Deep semantic image compression via cooperative network pruning",
JOURNAL = JVCIR,
VOLUME = "95",
YEAR = "2023",
PAGES = "103897",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT27266"}
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AUTHOR = "Duan, W.H. and Chang, Z. and Jia, C.M. and Wang, S.S. and Ma, S.W. and Song, L. and Gao, W.",
TITLE = "Learned Image Compression Using Cross-Component Attention Mechanism",
JOURNAL = IP,
VOLUME = "32",
YEAR = "2023",
PAGES = "5478-5493",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT27267"}
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AUTHOR = "Zhang, G. and Zhang, X.F. and Tang, L.",
TITLE = "Enhanced Quantified Local Implicit Neural Representation for Image
Compression",
JOURNAL = SPLetters,
VOLUME = "30",
YEAR = "2023",
PAGES = "1742-1746",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT27268"}
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AUTHOR = "Tsubota, K. and Aizawa, K.",
TITLE = "Content-Adaptive Optimization Framework for Universal Deep Image
Compression",
JOURNAL = IEICE,
VOLUME = "E108-D",
YEAR = "2024",
NUMBER = "2",
MONTH = "February",
PAGES = "201-211",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT27269"}
@inproceedings{bb28827,
AUTHOR = "Tsubota, K. and Akutsu, H. and Aizawa, K.",
TITLE = "Universal Deep Image Compression via Content-Adaptive Optimization
with Adapters",
BOOKTITLE = WACV23,
YEAR = "2023",
PAGES = "2528-2537",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT27270"}
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AUTHOR = "Liang, Y.X. and Zhao, M. and Liu, X. and Jiang, J. and Lu, G.Y. and Jia, T.",
TITLE = "An adaptive image compression algorithm based on joint clustering
algorithm and deep learning",
JOURNAL = IET-IPR,
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NUMBER = "3",
PAGES = "829-837",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT27271"}
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TITLE = "Corner-to-Center long-range context model for efficient learned image
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AUTHOR = "Li, S.H. and Dai, W.R. and Fang, Y. and Zheng, Z.Y. and Fei, W. and Xiong, H.K. and Zhang, W.",
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Latent Representations",
JOURNAL = CirSysVideo,
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YEAR = "2024",
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PAGES = "2891-2907",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT27273"}
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AUTHOR = "Jiang, Z. and Liu, X.H. and Li, A. and Wang, G.Y.",
TITLE = "Enhancing High-Resolution Image Compression Through Local-Global
Joint Attention Mechanism",
JOURNAL = SPLetters,
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YEAR = "2024",
PAGES = "1044-1048",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT27274"}
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AUTHOR = "Pakdaman, F. and Gabbouj, M.",
TITLE = "Channel-Wise Feature Decorrelation for Enhanced Learned Image
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JOURNAL = SPLetters,
VOLUME = "31",
YEAR = "2024",
PAGES = "1635-1639",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT27275"}
@inproceedings{bb28833,
AUTHOR = "Jiang, W. and Wang, W. and Chen, Y.",
TITLE = "Neural Image Compression Using Masked Sparse Visual Representation",
BOOKTITLE = WACV24,
YEAR = "2024",
PAGES = "4177-4185",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT27276"}
@inproceedings{bb28834,
AUTHOR = "Park, J. and Lee, J.Y. and Kim, M.C.",
TITLE = "COMPASS: High-Efficiency Deep Image Compression with Arbitrary-scale
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BOOKTITLE = ICCV23,
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AUTHOR = "Tao, L.F. and Gao, W. and Li, G. and Zhang, C.H.",
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BOOKTITLE = ICCV23,
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@inproceedings{bb28836,
AUTHOR = "Yang, Y. and Mandt, S.",
TITLE = "Computationally-Efficient Neural Image Compression with Shallow
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BOOKTITLE = ICCV23,
YEAR = "2023",
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AUTHOR = "Presta, A. and Fiandrotti, A. and Tartaglione, E. and Grangetto, M.",
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AUTHOR = "Yang, Z. and Wang, R.G.",
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AUTHOR = "Haase, P. and Pfaff, J. and Schwarz, H. and Marpe, D. and Wiegand, T.",
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AUTHOR = "Foroutan, Y. and Harell, A. and de Andrade, A. and Bajic, I.V.",
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AUTHOR = "Ye, Y. and Pan, Y.J. and Jiang, Q. and Lu, M. and Fang, X.R. and Xu, B.",
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AUTHOR = "Brand, F. and Kopte, A. and Fischer, K. and Kaup, A.",
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AUTHOR = "Meng, X.D. and Zhu, S.Y. and Ma, S.W. and Zeng, B.",
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AUTHOR = "Hojjat, A. and Haberer, J. and Landsiedel, O.",
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AUTHOR = "He, D.L. and Yang, Z.M. and Yu, H.J. and Xu, T. and Luo, J.X. and Chen, Y. and Gao, C.J. and Shi, X. and Qin, H.W. and Wang, Y.",
TITLE = "PO-ELIC: Perception-Oriented Efficient Learned Image Coding",
BOOKTITLE = CLIC22,
YEAR = "2022",
PAGES = "1763-1768",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT27302"}
@inproceedings{bb28860,
AUTHOR = "Gao, G. and You, P. and Pan, R. and Han, S.Y. and Zhang, Y.Y. and Dai, Y.C. and Lee, H.",
TITLE = "Neural Image Compression via Attentional Multi-scale Back Projection
and Frequency Decomposition",
BOOKTITLE = ICCV21,
YEAR = "2021",
PAGES = "14657-14666",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT27303"}
@inproceedings{bb28861,
AUTHOR = "Kim, J.H. and Heo, B. and Lee, J.S.",
TITLE = "Joint Global and Local Hierarchical Priors for Learned Image
Compression",
BOOKTITLE = CVPR22,
YEAR = "2022",
PAGES = "5982-5991",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT27304"}
@inproceedings{bb28862,
AUTHOR = "Fischer, K. and Forsch, C. and Herglotz, C. and Kaup, A.",
TITLE = "Analysis of Neural Image Compression Networks for Machine-To-Machine
Communication",
BOOKTITLE = ICIP21,
YEAR = "2021",
PAGES = "2079-2083",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT27305"}
@inproceedings{bb28863,
AUTHOR = "Haase, P. and Becking, D. and Kirchhoffer, H. and Muller, K. and Schwarz, H. and Samek, W. and Marpe, D. and Wiegand, T.",
TITLE = "Encoder Optimizations for the NNR Standard on Neural Network
Compression",
BOOKTITLE = ICIP21,
YEAR = "2021",
PAGES = "3522-3526",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT27306"}
@inproceedings{bb28864,
AUTHOR = "Yilmaz, M.A. and Keless, O. and Guven, H. and Tekalp, A.M. and Malik, J. and Kiranyaz, S.",
TITLE = "Self-Organized Variational Autoencoders (Self-Vae) for Learned Image
Compression",
BOOKTITLE = ICIP21,
YEAR = "2021",
PAGES = "3732-3736",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT27307"}
@inproceedings{bb28865,
AUTHOR = "Mikami, Y. and Tsutake, C. and Takahashi, K. and Fujii, T.",
TITLE = "An Efficient Image Compression Method Based on Neural Network:
An Overfitting Approach",
BOOKTITLE = ICIP21,
YEAR = "2021",
PAGES = "2084-2088",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT27308"}
@inproceedings{bb28866,
AUTHOR = "Tsubota, K. and Aizawa, K.",
TITLE = "Comprehensive Comparisons of Uniform Quantizers for Deep Image
Compression",
BOOKTITLE = ICIP21,
YEAR = "2021",
PAGES = "2089-2093",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT27309"}
@inproceedings{bb28867,
AUTHOR = "Yang, C.H. and Ma, Y. and Yang, J.Y. and Liu, S.Y. and Wang, R.G.",
TITLE = "Graph-Convolution Network for Image Compression",
BOOKTITLE = ICIP21,
YEAR = "2021",
PAGES = "2094-2098",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT27310"}
@inproceedings{bb28868,
AUTHOR = "Yuan, L. and Luo, J.X. and Li, S.H. and Dai, W.R. and Li, C.L. and Zou, J. and Xiong, H.K.",
TITLE = "Learned Image Compression with Channel-Wise Grouped Context Modeling",
BOOKTITLE = ICIP21,
YEAR = "2021",
PAGES = "2099-2103",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT27311"}
@inproceedings{bb28869,
AUTHOR = "Dick, J. and Abreu, B. and Grellert, M. and Bampi, S.",
TITLE = "Quality and Complexity Assessment of Learning-Based Image Compression
Solutions",
BOOKTITLE = ICIP21,
YEAR = "2021",
PAGES = "599-603",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT27312"}
@inproceedings{bb28870,
AUTHOR = "He, D. and Zheng, Y.Y. and Sun, B.C. and Wang, Y. and Qin, H.W.",
TITLE = "Checkerboard Context Model for Efficient Learned Image Compression",
BOOKTITLE = CVPR21,
YEAR = "2021",
PAGES = "14766-14775",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT27313"}
@inproceedings{bb28871,
AUTHOR = "Liu, Y.C. and Shu, Z.X. and Li, Y.J. and Lin, Z. and Perazzi, F. and Kung, S.Y.",
TITLE = "Content-Aware GAN Compression",
BOOKTITLE = CVPR21,
YEAR = "2021",
PAGES = "12151-12161",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT27314"}
@inproceedings{bb28872,
AUTHOR = "Weber, M. and Renggli, C. and Grabner, H. and Zhang, C.",
TITLE = "Observer Dependent Lossy Image Compression",
BOOKTITLE = GCPR20,
YEAR = "2020",
PAGES = "130-144",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT27315"}
@inproceedings{bb28873,
AUTHOR = "Suzuki, A. and Akutsu, H. and Naruko, T. and Tsubota, K. and Aizawa, K.",
TITLE = "Learned Image Compression with Super-Resolution Residual Modules and
DISTS Optimization",
BOOKTITLE = CLIC21,
YEAR = "2021",
PAGES = "1906-1910",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT27316"}
@inproceedings{bb28874,
AUTHOR = "Gao, Y.X. and Wu, Y.J. and Guo, Z.Y. and Zhang, Z.Z. and Chen, Z.B.",
TITLE = "Perceptual Friendly Variable Rate Image Compression",
BOOKTITLE = CLIC21,
YEAR = "2021",
PAGES = "1916-1920",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT27317"}
@inproceedings{bb28875,
AUTHOR = "Islam, K. and Dang, L.M. and Lee, S. and Moon, H.",
TITLE = "Image Compression with Recurrent Neural Network and Generalized
Divisive Normalization",
BOOKTITLE = CLIC21,
YEAR = "2021",
PAGES = "1875-1879",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT27318"}
@inproceedings{bb28876,
AUTHOR = "Zhao, J. and Li, B. and Li, J.H. and Xiong, R.Q. and Lu, Y.",
TITLE = "A Universal Encoder Rate Distortion Optimization Framework for
Learned Compression",
BOOKTITLE = CLIC21,
YEAR = "2021",
PAGES = "1880-1884",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT27319"}
@inproceedings{bb28877,
AUTHOR = "Ayzik, S. and Avidan, S.",
TITLE = "Deep Image Compression Using Decoder Side Information",
BOOKTITLE = ECCV20,
YEAR = "2020",
PAGES = "XVII:699-714",
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AUTHOR = "Su, R. and Cheng, Z. and Sun, H. and Katto, J.",
TITLE = "Scalable Learned Image Compression With A Recurrent Neural
Networks-Based Hyperprior",
BOOKTITLE = ICIP20,
YEAR = "2020",
PAGES = "3369-3373",
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AUTHOR = "Guarda, A.F.R. and Rodrigues, N.M.M. and Pereira, F.",
TITLE = "Point Cloud Geometry Scalable Coding With a Single End-to-End Deep
Learning Model",
BOOKTITLE = ICIP20,
YEAR = "2020",
PAGES = "3354-3358",
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AUTHOR = "Singh, S. and Abu El Haija, S. and Johnston, N. and Balle, J. and Shrivastava, A. and Toderici, G.",
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AUTHOR = "Sun, H. and Liu, C. and Katto, J. and Fan, Y.",
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AUTHOR = "Lin, C. and Yao, J. and Chen, F. and Wang, L.",
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AUTHOR = "Agustsson, E. and Minnen, D. and Toderici, G. and Mentzer, F.",
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BOOKTITLE = CVPR23,
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AUTHOR = "Mentzer, F. and Agustsson, E. and Tschannen, M. and Timofte, R. and Van Gool, L.J.",
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AUTHOR = "Yang, J. and Yang, C. and Ma, Y. and Liu, S. and Wang, R.",
TITLE = "Learned Low Bit-rate Image Compression with Adversarial Mechanism",
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AUTHOR = "Huang, C.C. and Nguyen, T.P. and Lai, C.T.",
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Color Images",
BOOKTITLE = ICIP19,
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AUTHOR = "Cheng, Z.X. and Sun, H.M. and Takeuchi, M. and Katto, J.",
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Likelihoods and Attention Modules",
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AUTHOR = "Cheng, Z.X. and Sun, H.M. and Katto, J.",
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Learning for Inverse Imaging Problems",
BOOKTITLE = ICIP19,
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