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        TITLE = "Image compression system with an optimisation of compression ratio",
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Compression",
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@article{bb35708,
        AUTHOR = "Wang, J.M. and Wang, W. and Chen, J.H.",
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Characteristics Estimation",
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        VOLUME = "31",
        YEAR = "2022",
        PAGES = "734-747",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc172.html#TT33994"}

@article{bb35709,
        AUTHOR = "Guerin, N.D. and da Silva, R.C. and de Oliveira, M.C. and Jung, H.C. and Martins, L.G.R. and Peixoto, E. and Macchiavello, B. and Hung, E.M. and Testoni, V. and Freitas, P.G.",
        TITLE = "Rate-constrained learning-based image compression",
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@article{bb35710,
        AUTHOR = "Guerin, N.D. and da Silva, R.C. and Macchiavello, B.",
        TITLE = "Learning-Based Image Compression With Parameter-Adaptive
Rate-Constrained Loss",
        JOURNAL = SPLetters,
        VOLUME = "31",
        YEAR = "2024",
        PAGES = "1099-1103",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc172.html#TT33996"}

@article{bb35711,
        AUTHOR = "Duan, Z.H. and Lu, M. and Ma, J. and Huang, Y.N. and Ma, Z. and Zhu, F.Q.",
        TITLE = "QARV: Quantization-Aware ResNet VAE for Lossy Image Compression",
        JOURNAL = PAMI,
        VOLUME = "46",
        YEAR = "2024",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "436-450",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc172.html#TT33997"}

@inproceedings{bb35712,
        AUTHOR = "Duan, Z.H. and Lu, M. and Ma, Z. and Zhu, F.Q.",
        TITLE = "Lossy Image Compression with Quantized Hierarchical VAEs",
        BOOKTITLE = WACV23,
        YEAR = "2023",
        PAGES = "198-207",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc172.html#TT33998"}

@article{bb35713,
        AUTHOR = "Wei, X.K. and Zhou, M.L. and Wang, H.Q. and Yang, H.Y. and Chen, L. and Kwong, S.",
        TITLE = "Recent Advances in Rate Control: From Optimization to Implementation
and Beyond",
        JOURNAL = CirSysVideo,
        VOLUME = "34",
        YEAR = "2024",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "17-33",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc172.html#TT33999"}

@article{bb35714,
        AUTHOR = "Hui, C. and Zhang, S.P. and Cui, W.X. and Liu, S.H. and Jiang, F. and Zhao, D.B.",
        TITLE = "Rate-Adaptive Neural Network for Image Compressive Sensing",
        JOURNAL = MultMed,
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        YEAR = "2024",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc172.html#TT34000"}

@article{bb35715,
        AUTHOR = "Shi, J.Q. and Lu, M. and Ma, Z.",
        TITLE = "Rate-Distortion Optimized Post-Training Quantization for Learned
Image Compression",
        JOURNAL = CirSysVideo,
        VOLUME = "34",
        YEAR = "2024",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "3082-3095",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc172.html#TT34001"}

@article{bb35716,
        AUTHOR = "Gao, Y.X. and Feng, R.S. and Guo, Z.Y. and Chen, Z.B.",
        TITLE = "Exploring the rate-distortion-complexity optimization in neural image
compression",
        JOURNAL = JVCIR,
        VOLUME = "105",
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@inproceedings{bb35717,
        AUTHOR = "Liu, J.M. and Feng, R.Y. and Qi, Y.P. and Chen, Q.Y. and Chen, Z.B. and Zeng, W.J. and Jin, X.",
        TITLE = "Rate-distortion-cognition Controllable Versatile Neural Image
Compression",
        BOOKTITLE = ECCV24,
        YEAR = "2024",
        PAGES = "LVI: 329-348",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc172.html#TT34003"}

@article{bb35718,
        AUTHOR = "Harell, A. and Foroutan, Y. and Ahuja, N. and Datta, P. and Kanzariya, B. and Somayazulu, V.S. and Tickoo, O. and de Andrade, A. and Bajic, I.V.",
        TITLE = "Rate-Distortion Theory in Coding for Machines and Its Applications",
        JOURNAL = PAMI,
        VOLUME = "47",
        YEAR = "2025",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "5501-5519",
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@article{bb35719,
        AUTHOR = "Li, C. and Li, T.Y. and Meng, F.Y. and Mao, Q.Y. and Bao, Y.N. and Tian, Y.H. and Liang, Y.S.",
        TITLE = "One is All: A Unified Rate-Distortion-Complexity Framework for
Learned Image Compression Under Energy Concentration Criteria",
        JOURNAL = MultMed,
        VOLUME = "27",
        YEAR = "2025",
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@article{bb35720,
        AUTHOR = "Ye, F. and Liu, B. and Li, L. and Liu, D.",
        TITLE = "Rate-Distortion-Optimized Deep Preprocessing for JPEG Compression",
        JOURNAL = CirSysVideo,
        VOLUME = "35",
        YEAR = "2025",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "8330-8343",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc172.html#TT34006"}

@article{bb35721,
        AUTHOR = "Zhang, Y.W. and Wang, M. and Li, J. and Zhang, K. and Zhang, L. and Wang, S.Q.",
        TITLE = "A Theoretical and Experimental Study for Dependent Learned
Rate-Distortion Optimization",
        JOURNAL = CirSysVideo,
        VOLUME = "35",
        YEAR = "2025",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "9414-9427",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc172.html#TT34007"}

@article{bb35722,
        AUTHOR = "Ge, Z.Q. and Huang, Z.M. and Jia, C.M. and Ma, S.W. and Gao, W.",
        TITLE = "Rethinking the Functionality of Latent Representation:
A Logarithmic Rate-Distortion Model for Learned Image Compression",
        JOURNAL = CirSysVideo,
        VOLUME = "35",
        YEAR = "2025",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "11553-11566",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc172.html#TT34008"}

@article{bb35723,
        AUTHOR = "Pan, X. and Ding, G.C. and Chen, Z.Z. and Chen, C.W.",
        TITLE = "An Efficient Neural Rate Control for JPEG-AI",
        JOURNAL = CirSysVideo,
        VOLUME = "36",
        YEAR = "2026",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "3917-3922",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc172.html#TT34009"}

@article{bb35724,
        AUTHOR = "Lu, R. and Zhang, Y. and Man, H. and Wang, M. and Xu, L. and Wang, S.Q. and Fan, X.P.",
        TITLE = "Learned Reference Picture Resampling Control: A Data-Centric Approach",
        JOURNAL = CirSysVideo,
        VOLUME = "36",
        YEAR = "2026",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "5828-5838",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc172.html#TT34010"}

@article{bb35725,
        AUTHOR = "Fernandez Menduina, S. and Pavez, E. and Ortega, A.",
        TITLE = "Image Coding for Machines via Feature-Preserving Rate-Distortion
Optimization",
        JOURNAL = MultMed,
        VOLUME = "28",
        YEAR = "2026",
        PAGES = "4970-4984",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc172.html#TT34011"}

@article{bb35726,
        AUTHOR = "Zhang, Z. and Liao, L. and Xiao, J.",
        TITLE = "Bridging distortion and perception: Variable-rate image compression
with multi-level codebook learning",
        JOURNAL = JVCIR,
        VOLUME = "119",
        YEAR = "2026",
        PAGES = "104855",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc172.html#TT34012"}

@inproceedings{bb35727,
        AUTHOR = "Fernandez Menduina, S. and Xiong, X. and Pavez, E. and Ortega, A. and Birkbeck, N. and Adsumilli, B.",
        TITLE = "Rate-Distortion Optimization with Non-Reference Metrics for UGC
Compression",
        BOOKTITLE = ICIP25,
        YEAR = "2025",
        PAGES = "2372-2377",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc172.html#TT34013"}

@inproceedings{bb35728,
        AUTHOR = "Pakiyarajah, D. and Pavez, E. and Ortega, A. and Mukherjee, D. and Guleryuz, O. and Lu, K.S. and Sivakumar, K.K.",
        TITLE = "Joint Optimization of Primary and Secondary Transforms Using
Rate-Distortion Optimized Transform Design",
        BOOKTITLE = ICIP25,
        YEAR = "2025",
        PAGES = "2594-2599",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc172.html#TT34014"}

@inproceedings{bb35729,
        AUTHOR = "Xu, T.D. and Li, J.H. and Li, B. and Wang, Y. and Zhang, Y.Q. and Lu, Y.",
        TITLE = "PICD: Versatile Perceptual Image Compression with Diffusion Rendering",
        BOOKTITLE = CVPR25,
        YEAR = "2025",
        PAGES = "28436-28445",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc172.html#TT34015"}

@inproceedings{bb35730,
        AUTHOR = "Zhang, Y. and Duan, Z.H. and Huang, Y.N. and Zhu, F.Q.",
        TITLE = "Balanced Rate-Distortion Optimization in Learned Image Compression",
        BOOKTITLE = CVPR25,
        YEAR = "2025",
        PAGES = "2428-2438",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc172.html#TT34016"}

@inproceedings{bb35731,
        AUTHOR = "Chen, X. and Li, H.Y. and Qiu, P. and Zhu, W.H. and Amin, R. and Razi, A.",
        TITLE = "RD-DPP: Rate-Distortion Theory Meets Determinantal Point Process to
Diversify Learning Data Samples",
        BOOKTITLE = WACV25,
        YEAR = "2025",
        PAGES = "6911-6920",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc172.html#TT34017"}

@inproceedings{bb35732,
        AUTHOR = "Wang, H. and Zhu, H.X. and He, T.Y. and Feng, R.S. and Deng, J.J. and Bian, J. and Chen, Z.B.",
        TITLE = "End-to-end Rate-distortion Optimized 3d Gaussian Representation",
        BOOKTITLE = ECCV24,
        YEAR = "2024",
        PAGES = "LVIII: 76-92",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc172.html#TT34018"}

@inproceedings{bb35733,
        AUTHOR = "Gomez, P. and Meoni, G.",
        TITLE = "Tackling the Satellite Downlink Bottleneck with Federated Onboard
Learning of Image Compression",
        BOOKTITLE = AI4Space24,
        YEAR = "2024",
        PAGES = "6809-6818",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc172.html#TT34019"}

@inproceedings{bb35734,
        AUTHOR = "Gungordu, O. and Tekalp, A.M.",
        TITLE = "Saliency-Aware End-to-End Learned Variable-Bitrate 360-Degree Image
Compression",
        BOOKTITLE = ICIP24,
        YEAR = "2024",
        PAGES = "1795-1801",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc172.html#TT34020"}

@inproceedings{bb35735,
        AUTHOR = "Iwai, S. and Miyazaki, T. and Omachi, S.",
        TITLE = "Controlling Rate, Distortion, and Realism: Towards a Single
Comprehensive Neural Image Compression Model",
        BOOKTITLE = WACV24,
        YEAR = "2024",
        PAGES = "2888-2897",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc172.html#TT34021"}

@inproceedings{bb35736,
        AUTHOR = "Tong, K. and Wu, Y.J. and Li, Y. and Zhang, K. and Zhang, L. and Jin, X.",
        TITLE = "QVRF: A Quantization-Error-Aware Variable Rate Framework for Learned
Image Compression",
        BOOKTITLE = ICIP23,
        YEAR = "2023",
        PAGES = "1310-1314",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc172.html#TT34022"}

@inproceedings{bb35737,
        AUTHOR = "Kao, C.H. and Weng, Y.C. and Chen, Y.H. and Chiu, W.C. and Peng, W.H.",
        TITLE = "Transformer-Based Variable-Rate Image Compression with
Region-of-Interest Control",
        BOOKTITLE = ICIP23,
        YEAR = "2023",
        PAGES = "2960-2964",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc172.html#TT34023"}

@inproceedings{bb35738,
        AUTHOR = "Duan, Z.H. and Ma, J. and He, J.P. and Zhu, F.Q.",
        TITLE = "An Improved Upper Bound on the Rate-Distortion Function of Images",
        BOOKTITLE = ICIP23,
        YEAR = "2023",
        PAGES = "246-250",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc172.html#TT34024"}

@inproceedings{bb35739,
        AUTHOR = "Qi, C.Y. and Yang, X. and Cheng, K.L. and Chen, Y.C. and Chen, Q.F.",
        TITLE = "Real-time 6K Image Rescaling with Rate-distortion Optimization",
        BOOKTITLE = CVPR23,
        YEAR = "2023",
        PAGES = "14092-14101",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc172.html#TT34025"}

@inproceedings{bb35740,
        AUTHOR = "Gupta, R. and Suryateja, B.V. and Kapoor, N. and Jaiswal, R. and Nangi, S. and Kulkarni, K.",
        TITLE = "User-Guided Variable Rate Learned Image Compression",
        BOOKTITLE = CLIC22,
        YEAR = "2022",
        PAGES = "1752-1757",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc172.html#TT34026"}

@inproceedings{bb35741,
        AUTHOR = "Wang, D.Z. and Yang, W.H. and Hu, Y.Y. and Liu, J.Y.",
        TITLE = "Neural Data-Dependent Transform for Learned Image Compression",
        BOOKTITLE = CVPR22,
        YEAR = "2022",
        PAGES = "17358-17367",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc172.html#TT34027"}

@inproceedings{bb35742,
        AUTHOR = "Zou, R.J. and Song, C.F. and Zhang, Z.X.",
        TITLE = "The Devil Is in the Details:
Window-Based Attention for Image Compression",
        BOOKTITLE = CVPR22,
        YEAR = "2022",
        PAGES = "17471-17480",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc172.html#TT34028"}

@inproceedings{bb35743,
        AUTHOR = "Jiang, W. and Wang, W. and Li, S. and Liu, S.",
        TITLE = "Online Meta Adaptation for Variable-Rate Learned Image Compression",
        BOOKTITLE = NTIRE22,
        YEAR = "2022",
        PAGES = "497-505",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc172.html#TT34029"}

@inproceedings{bb35744,
        AUTHOR = "Xiao, J.H. and Aggarwal, L. and Banerjee, P. and Aggarwal, M. and Medioni, G.",
        TITLE = "Identity Preserving Loss for Learned Image Compression",
        BOOKTITLE = NTIRE22,
        YEAR = "2022",
        PAGES = "516-525",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc172.html#TT34030"}

@inproceedings{bb35745,
        AUTHOR = "Sinha, A.K. and Moorthi, S.M. and Dhar, D.",
        TITLE = "Self-Supervised Variable Rate Image Compression using Visual
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        BOOKTITLE = CLIC22,
        YEAR = "2022",
        PAGES = "1720-1724",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc172.html#TT34031"}

@inproceedings{bb35746,
        AUTHOR = "Lohdefink, J. and Sitzmann, J. and Bar, A. and Fingscheidt, T.",
        TITLE = "Adaptive Bitrate Quantization Scheme Without Codebook for Learned
Image Compression",
        BOOKTITLE = CLIC22,
        YEAR = "2022",
        PAGES = "1731-1736",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc172.html#TT34032"}

@inproceedings{bb35747,
        AUTHOR = "Baek, C. and Wu, Z.Y. and Chan, K.H.R. and Ding, T.J. and Ma, Y. and Haeffele, B.D.",
        TITLE = "Efficient Maximal Coding Rate Reduction by Variational Forms",
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        YEAR = "2022",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc172.html#TT34033"}

@inproceedings{bb35748,
        AUTHOR = "Li, B.Z. and Wang, S.R. and Wang, S.Q.",
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@inproceedings{bb35749,
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