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        AUTHOR = "Liu, X.M. and Cheung, G. and Wu, X.L. and Zhao, D.B.",
        TITLE = "Inter-block consistent soft decoding of JPEG images with sparsity and
graph-signal smoothness priors",
        BOOKTITLE = ICIP15,
        YEAR = "2015",
        PAGES = "1628-1632",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT29752"}

@inproceedings{bb31401,
        AUTHOR = "Liu, X.M. and Wu, X.L. and Zhou, J.T. and Zhao, D.B.",
        TITLE = "Data-driven sparsity-based restoration of JPEG-compressed images in
dual transform-pixel domain",
        BOOKTITLE = CVPR15,
        YEAR = "2015",
        PAGES = "5171-5178",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT29753"}

@inproceedings{bb31402,
        AUTHOR = "Liu, X.M. and Wu, X.L. and Zhao, D.B.",
        TITLE = "Sparsity-based soft decoding of compressed images in transform domain",
        BOOKTITLE = ICIP13,
        YEAR = "2013",
        PAGES = "563-566",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT29754"}

@article{bb31403,
        AUTHOR = "Braca, P. and Lazzeretti, R. and Marano, S. and Matta, V.",
        TITLE = "Learning With Privacy in Consensus + Obfuscation",
        JOURNAL = SPLetters,
        VOLUME = "23",
        YEAR = "2016",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "1174-1178",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT29755"}

@article{bb31404,
        AUTHOR = "Alshehri, S.A.",
        TITLE = "Neural network technique for image compression",
        JOURNAL = "IET-IP",
        VOLUME = "10",
        YEAR = "2016",
        NUMBER = "3",
        PAGES = "222-226",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT29756"}

@article{bb31405,
        AUTHOR = "Jiang, F. and Tao, W. and Liu, S. and Ren, J. and Guo, X. and Zhao, D.",
        TITLE = "An End-to-End Compression Framework Based on Convolutional Neural
Networks",
        JOURNAL = CirSysVideo,
        VOLUME = "28",
        YEAR = "2018",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "3007-3018",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT29757"}

@article{bb31406,
        AUTHOR = "Ding, J. and Wang, I. and Chen, H.",
        TITLE = "Improved Efficiency on Adaptive Arithmetic Coding for Data
Compression Using Range-Adjusting Scheme, Increasingly Adjusting
Step, and Mutual-Learning Scheme",
        JOURNAL = CirSysVideo,
        VOLUME = "28",
        YEAR = "2018",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "3412-3423",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT29758"}

@article{bb31407,
        AUTHOR = "Gan, Z.L.",
        TITLE = "Low Bit-Rate Compression Image Restoration through Subspace Joint
Regression Learning",
        JOURNAL = IEICE,
        VOLUME = "E101-D",
        YEAR = "2018",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "2539-2542",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT29759"}

@article{bb31408,
        AUTHOR = "Zhao, L.J. and Bai, H.H. and Wang, A.H. and Zhao, Y.",
        TITLE = "Learning a virtual codec based on deep convolutional neural network
to compress image",
        JOURNAL = JVCIR,
        VOLUME = "63",
        YEAR = "2019",
        PAGES = "102589",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT29760"}

@article{bb31409,
        AUTHOR = "Dumas, T. and Roumy, A. and Guillemot, C.",
        TITLE = "Context-Adaptive Neural Network-Based Prediction for Image
Compression",
        JOURNAL = IP,
        VOLUME = "29",
        YEAR = "2020",
        NUMBER = "1",
        PAGES = "679-693",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT29761"}

@article{bb31410,
        AUTHOR = "Fu, H.S. and Liang, F. and Lei, B. and Bian, N. and Zhang, Q. and Akbari, M. and Liang, J. and Tu, C.J.",
        TITLE = "Improved hybrid layered image compression using deep learning and
traditional codecs",
        JOURNAL = SP:IC,
        VOLUME = "82",
        YEAR = "2020",
        PAGES = "115774",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT29762"}

@article{bb31411,
        AUTHOR = "Song, Q. and Xiong, R. and Fan, X. and Liu, D. and Wu, F. and Huang, T. and Gao, W.",
        TITLE = "Compressed Image Restoration via Artifacts-Free PCA Basis Learning
and Adaptive Sparse Modeling",
        JOURNAL = IP,
        VOLUME = "29",
        YEAR = "2020",
        PAGES = "7399-7413",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT29763"}

@article{bb31412,
        AUTHOR = "Liu, J. and Liu, D. and Yang, W. and Xia, S. and Zhang, X. and Dai, Y.",
        TITLE = "A Comprehensive Benchmark for Single Image Compression Artifact
Reduction",
        JOURNAL = IP,
        VOLUME = "29",
        YEAR = "2020",
        PAGES = "7845-7860",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT29764"}

@article{bb31413,
        AUTHOR = "Cheng, Z. and Sun, H. and Takeuchi, M. and Katto, J.",
        TITLE = "Energy Compaction-Based Image Compression Using Convolutional
AutoEncoder",
        JOURNAL = MultMed,
        VOLUME = "22",
        YEAR = "2020",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "860-873",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT29765"}

@article{bb31414,
        AUTHOR = "Yeo, Y. and Shin, Y. and Sagong, M. and Kim, S. and Ko, S.",
        TITLE = "Simple Yet Effective Way for Improving the Performance of Lossy Image
Compression",
        JOURNAL = SPLetters,
        VOLUME = "27",
        YEAR = "2020",
        PAGES = "530-534",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT29766"}

@article{bb31415,
        AUTHOR = "Cai, J. and Cao, Z. and Zhang, L.",
        TITLE = "Learning a Single Tucker Decomposition Network for Lossy Image
Compression With Multiple Bits-per-Pixel Rates",
        JOURNAL = IP,
        VOLUME = "29",
        YEAR = "2020",
        PAGES = "3612-3625",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT29767"}

@article{bb31416,
        AUTHOR = "Schiopu, I. and Munteanu, A.",
        TITLE = "Deep-Learning-Based Lossless Image Coding",
        JOURNAL = CirSysVideo,
        VOLUME = "30",
        YEAR = "2020",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "1829-1842",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT29768"}

@article{bb31417,
        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
Compression",
        JOURNAL = IP,
        VOLUME = "30",
        YEAR = "2021",
        PAGES = "360-373",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT29769"}

@article{bb31418,
        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",
        MONTH = "March",
        PAGES = "450-460",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT29770"}

@article{bb31419,
        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",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT29771"}

@inproceedings{bb31420,
        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",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT29771"}

@article{bb31421,
        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
images",
        JOURNAL = SP:IC,
        VOLUME = "95",
        YEAR = "2021",
        PAGES = "116255",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT29772"}

@article{bb31422,
        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,
        VOLUME = "176",
        YEAR = "2021",
        PAGES = "169-181",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT29773"}

@article{bb31423,
        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",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT29774"}

@article{bb31424,
        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",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT29775"}

@article{bb31425,
        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#TT29776"}

@article{bb31426,
        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#TT29777"}

@article{bb31427,
        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#TT29778"}

@article{bb31428,
        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#TT29779"}

@article{bb31429,
        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#TT29780"}

@article{bb31430,
        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#TT29781"}

@article{bb31431,
        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#TT29782"}

@article{bb31432,
        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#TT29783"}

@article{bb31433,
        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#TT29784"}

@article{bb31434,
        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#TT29785"}

@inproceedings{bb31435,
        AUTHOR = "Wang, G.H. and Tan, W. and Meng, F.Y. and Liang, Y.S.",
        TITLE = "Towards Robust Text-Guided Image Compression Under Modality Missing",
        BOOKTITLE = ICIP25,
        YEAR = "2025",
        PAGES = "2486-2491",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT29786"}

@article{bb31436,
        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#TT29787"}

@article{bb31437,
        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#TT29788"}

@article{bb31438,
        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#TT29789"}

@article{bb31439,
        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#TT29790"}

@article{bb31440,
        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#TT29791"}

@article{bb31441,
        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#TT29792"}

@article{bb31442,
        AUTHOR = "Gao, J.L. and Huang, Z.M. and Mao, Q. and Ma, S.W. and Jia, C.M.",
        TITLE = "Exploring Multimodal Knowledge for Image Compression via Large
Foundation Models",
        JOURNAL = IP,
        VOLUME = "34",
        YEAR = "2025",
        PAGES = "5904-5919",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT29793"}

@article{bb31443,
        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#TT29794"}

@article{bb31444,
        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#TT29795"}

@inproceedings{bb31445,
        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#TT29796"}

@article{bb31446,
        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,
        VOLUME = "18",
        YEAR = "2024",
        NUMBER = "3",
        PAGES = "829-837",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT29797"}

@article{bb31447,
        AUTHOR = "Sui, Y. and Ding, D. and Pan, X. and Xu, X.Z. and Liu, S. and Yuan, B. and Chen, Z.Z.",
        TITLE = "Corner-to-Center long-range context model for efficient learned image
compression",
        JOURNAL = JVCIR,
        VOLUME = "98",
        YEAR = "2024",
        PAGES = "103990",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT29798"}

@article{bb31448,
        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.",
        TITLE = "Revisiting Learned Image Compression With Statistical Measurement of
Latent Representations",
        JOURNAL = CirSysVideo,
        VOLUME = "34",
        YEAR = "2024",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "2891-2907",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT29799"}

@article{bb31449,
        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,
        VOLUME = "31",
        YEAR = "2024",
        PAGES = "1044-1048",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT29800"}

@article{bb31450,
        AUTHOR = "Pakdaman, F. and Gabbouj, M.",
        TITLE = "Channel-Wise Feature Decorrelation for Enhanced Learned Image
Compression",
        JOURNAL = SPLetters,
        VOLUME = "31",
        YEAR = "2024",
        PAGES = "1635-1639",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT29801"}

@article{bb31451,
        AUTHOR = "Koyuncu, A.B. and Jia, P. and Boev, A. and Alshina, E. and Steinbach, E.",
        TITLE = "Efficient Contextformer: Spatio-Channel Window Attention for Fast
Context Modeling in Learned Image Compression",
        JOURNAL = CirSysVideo,
        VOLUME = "34",
        YEAR = "2024",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "7498-7511",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT29802"}

@inproceedings{bb31452,
        AUTHOR = "Koyuncu, A.B. and Gao, H. and Boev, A. and Gaikov, G. and Alshina, E. and Steinbach, E.",
        TITLE = "Contextformer: A Transformer with Spatio-Channel Attention for Context
Modeling in Learned Image Compression",
        BOOKTITLE = ECCV22,
        YEAR = "2022",
        PAGES = "XIX:447-463",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT29803"}

@article{bb31453,
        AUTHOR = "Gao, J.L. and Li, J. and Jia, C.M. and Wang, S.S. and Ma, S.W. and Gao, W.",
        TITLE = "Cross Modal Compression With Variable Rate Prompt",
        JOURNAL = MultMed,
        VOLUME = "26",
        YEAR = "2024",
        PAGES = "3444-3456",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT29804"}

@article{bb31454,
        AUTHOR = "Gao, J.L. and Jia, C.M. and Huang, Z.M. and Wang, S.S. and Ma, S.W. and Gao, W.",
        TITLE = "Rate-Distortion Optimized Cross Modal Compression With Multiple
Domains",
        JOURNAL = CirSysVideo,
        VOLUME = "34",
        YEAR = "2024",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "6978-6992",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT29805"}

@article{bb31455,
        AUTHOR = "Hang, X.Y. and Ge, Z.Q. and Fan, H.F. and Jia, C.M. and Ma, S.W. and Gao, W.",
        TITLE = "Rate-Distortion-Complexity Optimized Framework for Multi-Model Image
Compression",
        JOURNAL = IP,
        VOLUME = "34",
        YEAR = "2025",
        PAGES = "5385-5399",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT29806"}

@article{bb31456,
        AUTHOR = "Li, C. and Yin, S.Z. and Jia, C.M. and Meng, F.Y. and Tian, Y.H. and Liang, Y.S.",
        TITLE = "Multirate Progressive Entropy Model for Learned Image Compression",
        JOURNAL = CirSysVideo,
        VOLUME = "34",
        YEAR = "2024",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "7725-7741",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT29807"}

@article{bb31457,
        AUTHOR = "Fu, H.S. and Liang, F. and Liang, J. and Wang, Y.Q. and Fang, Z.M. and Zhang, G. and Han, J.N.",
        TITLE = "Fast and High-Performance Learned Image Compression With Improved
Checkerboard Context Model, Deformable Residual Module, and Knowledge
Distillation",
        JOURNAL = IP,
        VOLUME = "33",
        YEAR = "2024",
        PAGES = "4702-4715",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT29808"}

@article{bb31458,
        AUTHOR = "Wu, C.H. and Wu, Q.B. and Ma, R. and Ngan, K.N. and Li, H.L. and Meng, F.M. and Qiu, H.Q.",
        TITLE = "Continual Cross-Domain Image Compression via Entropy Prior Guided
Knowledge Distillation and Scalable Decoding",
        JOURNAL = CirSysVideo,
        VOLUME = "34",
        YEAR = "2024",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "8080-8092",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT29809"}

@article{bb31459,
        AUTHOR = "Li, D.X. and Bai, Y.C. and Wang, K. and Jiang, J.J. and Liu, X.M. and Gao, W.",
        TITLE = "GroupedMixer: An Entropy Model With Group-Wise Token-Mixers for
Learned Image Compression",
        JOURNAL = CirSysVideo,
        VOLUME = "34",
        YEAR = "2024",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "9606-9619",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT29810"}

@article{bb31460,
        AUTHOR = "Wu, C.H. and Wu, Q.B. and Ngan, K.N. and Li, H.L. and Meng, F.M. and Xu, L.F.",
        TITLE = "High efficiency deep image compression via channel-wise scale
adaptive latent representation learning",
        JOURNAL = SP:IC,
        VOLUME = "130",
        YEAR = "2025",
        PAGES = "117227",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT29811"}

@article{bb31461,
        AUTHOR = "Chen, Y.H. and Xie, H.S. and Chen, C.W. and Gao, Z.L. and Benjak, M. and Peng, W.H. and Ostermann, J.",
        TITLE = "MaskCRT: Masked Conditional Residual Transformer for Learned Video
Compression",
        JOURNAL = CirSysVideo,
        VOLUME = "34",
        YEAR = "2024",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "11980-11992",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT29812"}

@article{bb31462,
        AUTHOR = "Jiang, W. and Ning, P.R. and Yang, J.Y. and Zhai, Y.Q. and Gao, F. and Wang, R.G.",
        TITLE = "LLIC: Large Receptive Field Transform Coding With Adaptive Weights
for Learned Image Compression",
        JOURNAL = MultMed,
        VOLUME = "26",
        YEAR = "2024",
        PAGES = "10937-10951",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT29813"}

@article{bb31463,
        AUTHOR = "Wang, J. and Ling, Q.",
        TITLE = "FDNet: Frequency Decomposition Network for Learned Image Compression",
        JOURNAL = CirSysVideo,
        VOLUME = "34",
        YEAR = "2024",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "11241-11255",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT29814"}

@article{bb31464,
        AUTHOR = "Alshina, E. and Ascenso, J. and Ebrahimi, T.",
        TITLE = "JPEG AI: The First International Standard for Image Coding Based on
an End-to-End Learning-Based Approach",
        JOURNAL = MultMedMag,
        VOLUME = "31",
        YEAR = "2024",
        NUMBER = "4",
        MONTH = "October",
        PAGES = "60-69",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT29815"}

@article{bb31465,
        AUTHOR = "Esenlik, S. and Wu, Y.J. and Zhang, Z.B. and Wang, Y.K. and Zhang, K. and Zhang, L. and Ascenso, J. and Liu, S.",
        TITLE = "An Overview of the JPEG AI Learning-Based Image Coding Standard",
        JOURNAL = CirSysVideo,
        VOLUME = "36",
        YEAR = "2026",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "2520-2537",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT29816"}

@article{bb31466,
        AUTHOR = "Lu, G. and Ge, X.T. and Zhong, T.X. and Hu, Q. and Geng, J.",
        TITLE = "Preprocessing Enhanced Image Compression for Machine Vision",
        JOURNAL = CirSysVideo,
        VOLUME = "34",
        YEAR = "2024",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "13556-13568",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT29817"}

@article{bb31467,
        AUTHOR = "Zhang, P.P. and Wang, S.Q. and Wang, M. and Chen, P.L. and Wu, W.H. and Wang, X. and Kwong, S.",
        TITLE = "HNR-ISC: Hybrid Neural Representation for Image Set Compression",
        JOURNAL = MultMed,
        VOLUME = "27",
        YEAR = "2025",
        PAGES = "28-40",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT29818"}

@article{bb31468,
        AUTHOR = "Presta, A. and Tartaglione, E. and Fiandrotti, A. and Grangetto, M.",
        TITLE = "STanH: Parametric Quantization for Variable Rate Learned Image
Compression",
        JOURNAL = IP,
        VOLUME = "34",
        YEAR = "2025",
        PAGES = "639-651",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT29819"}

@article{bb31469,
        AUTHOR = "Wang, Y.Q. and Liang, F. and Wang, S. and Chen, H. and Cao, Q. and Fu, H. and Chen, Z.J.",
        TITLE = "Towards an Efficient Remote Sensing Image Compression Network with
Visual State Space Model",
        JOURNAL = RS,
        VOLUME = "17",
        YEAR = "2025",
        NUMBER = "3",
        PAGES = "425",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT29820"}

@article{bb31470,
        AUTHOR = "Zhao, N. and Pan, T.P. and Li, Z. and Chen, E. and Zhang, L.",
        TITLE = "The Paradigm Shift in Hyperspectral Image Compression:
A Neural Video Representation Methodology",
        JOURNAL = RS,
        VOLUME = "17",
        YEAR = "2025",
        NUMBER = "4",
        PAGES = "679",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT29821"}

@article{bb31471,
        AUTHOR = "Chen, Z.X. and He, X. and Ren, C. and Zhang, T.R. and Xiong, S.H.",
        TITLE = "Enhanced Attention Context Model for Learned Image Compression",
        JOURNAL = SPLetters,
        VOLUME = "32",
        YEAR = "2025",
        PAGES = "1301-1305",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT29822"}

@inproceedings{bb31472,
        AUTHOR = "Yue, J.T. and Lin, X. and Yang, Z.J. and Ren, C.",
        TITLE = "Dual-Representation Interaction Driven Image Quality Assessment with
Restoration Assistance",
        BOOKTITLE = WACV25,
        YEAR = "2025",
        PAGES = "3138-3147",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT29823"}

@article{bb31473,
        AUTHOR = "Zhang, H.T. and Li, L. and Liu, D.",
        TITLE = "Generalized Gaussian Model for Learned Image Compression",
        JOURNAL = IP,
        VOLUME = "34",
        YEAR = "2025",
        PAGES = "1950-1965",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT29824"}

@article{bb31474,
        AUTHOR = "Chen, L.H. and Bampis, C.G. and Li, Z. and Krasula, L. and Bovik, A.C.",
        TITLE = "Estimating the resize parameter in end-to-end learned image
compression",
        JOURNAL = SP:IC,
        VOLUME = "135",
        YEAR = "2025",
        PAGES = "117277",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT29825"}

@article{bb31475,
        AUTHOR = "Zhang, P.P. and Wang, M. and Chen, B.L. and Lin, R. and Wang, X. and Wang, S.Q. and Kwong, S.",
        TITLE = "Learning-Based Compression for Noisy Images in the Wild",
        JOURNAL = CirSysVideo,
        VOLUME = "35",
        YEAR = "2025",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "3745-3756",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT29826"}

@article{bb31476,
        AUTHOR = "Cao, M. and Dai, W.R. and Li, S.H. and Li, C.L. and Zou, J. and Chen, Y. and Xiong, H.K.",
        TITLE = "End-to-End Optimized Image Compression With Deep Gaussian Process
Regression",
        JOURNAL = CirSysVideo,
        VOLUME = "35",
        YEAR = "2025",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "3770-3785",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT29827"}

@article{bb31477,
        AUTHOR = "Cao, M. and Dai, W.R. and Li, S.H. and Li, C.L. and Zou, J. and Hu, W.S. and Xiong, H.K.",
        TITLE = "Generative Probabilistic Entropy Modeling With Conditional Diffusion
for Learned Image Compression",
        JOURNAL = CirSysVideo,
        VOLUME = "35",
        YEAR = "2025",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "9443-9459",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT29828"}

@inproceedings{bb31478,
        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#TT29829"}

@article{bb31479,
        AUTHOR = "Sun, H.M. and Yu, L. and Katto, J.",
        TITLE = "Q-LIC: Quantizing Learned Image Compression With Channel Splitting",
        JOURNAL = CirSysVideo,
        VOLUME = "35",
        YEAR = "2025",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "3798-3811",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT29830"}

@article{bb31480,
        AUTHOR = "Jiang, Y.H. and Zhang, H.T. and Li, L. and Liu, D. and Li, Z.",
        TITLE = "Sparse Point Clouds Assisted Learned Image Compression",
        JOURNAL = CirSysVideo,
        VOLUME = "35",
        YEAR = "2025",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "4000-4010",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT29831"}

@article{bb31481,
        AUTHOR = "Gao, Y.B. and Li, S. and Fu, M. and Lv, C. and Yang, Z.Y. and Cai, X. and Yuan, H. and Ye, M.",
        TITLE = "Approximately Invertible Neural Network for Learned Image Compression",
        JOURNAL = IP,
        VOLUME = "34",
        YEAR = "2025",
        PAGES = "3041-3055",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT29832"}

@article{bb31482,
        AUTHOR = "Wang, H. and Fu, N. and Chen, Z.Z. and Liu, S.",
        TITLE = "Dynamic kernel-based adaptive spatial aggregation for learned image
compression",
        JOURNAL = JVCIR,
        VOLUME = "110",
        YEAR = "2025",
        PAGES = "104456",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT29833"}

@article{bb31483,
        AUTHOR = "Tan, W. and Bao, Y. and Meng, F.Y. and Li, C. and Liang, Y.S.",
        TITLE = "Adaptive cross-channel transformation based on self-modulation for
learned image compression",
        JOURNAL = SP:IC,
        VOLUME = "138",
        YEAR = "2025",
        PAGES = "117325",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT29834"}

@article{bb31484,
        AUTHOR = "Wang, R. and Jiang, W. and Sun, H.M. and Katto, J.",
        TITLE = "Single model learned image compression utilizing multiple scaling
factors",
        JOURNAL = JVCIR,
        VOLUME = "111",
        YEAR = "2025",
        PAGES = "104541",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT29835"}

@article{bb31485,
        AUTHOR = "Bao, Y. and Tan, W. and Jia, C.M. and Li, M. and Liang, Y.S. and Tian, Y.H.",
        TITLE = "ShiftLIC: Lightweight Learned Image Compression With Spatial-Channel
Shift Operations",
        JOURNAL = CirSysVideo,
        VOLUME = "35",
        YEAR = "2025",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "9428-9442",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT29836"}

@article{bb31486,
        AUTHOR = "Yang, S. and Perez Bueno, F. and Qin, H.L. and Molina, R. and Katsaggelos, A.K.",
        TITLE = "LCNet: Lightweight Cycle Network Driven by Physical and Deep Prior
for Compressed Sensing",
        JOURNAL = MultMed,
        VOLUME = "27",
        YEAR = "2025",
        PAGES = "6422-6433",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT29837"}

@article{bb31487,
        AUTHOR = "Zhang, H.T. and Li, Y.Q. and Li, L. and Liu, D.",
        TITLE = "Learning Switchable Priors for Neural Image Compression",
        JOURNAL = CirSysVideo,
        VOLUME = "35",
        YEAR = "2025",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "11567-11582",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT29838"}

@article{bb31488,
        AUTHOR = "Tu, H.Y. and Wu, S.Q. and Li, L. and Zhou, W.G. and Li, H.Q.",
        TITLE = "Multi-Scale Invertible Neural Network for Wide-Range Variable-Rate
Learned Image Compression",
        JOURNAL = MultMed,
        VOLUME = "27",
        YEAR = "2025",
        PAGES = "8592-8602",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT29839"}

@article{bb31489,
        AUTHOR = "Ye, F. and Li, L. and Liu, D.",
        TITLE = "Variable-rate learned image compression with integer-arithmetic-only
inference",
        JOURNAL = JVCIR,
        VOLUME = "113",
        YEAR = "2025",
        PAGES = "104634",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT29840"}

@article{bb31490,
        AUTHOR = "Liu, X. and Chen, J.H. and Chen, B. and Liu, Z. and An, B. and Xia, S.T. and Wang, Z.",
        TITLE = "An Efficient Implicit Neural Representation Image Codec Based on
Mixed Autoregressive Model for Low-Complexity Decoding",
        JOURNAL = MultMed,
        VOLUME = "27",
        YEAR = "2025",
        PAGES = "8355-8365",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT29841"}

@article{bb31491,
        AUTHOR = "Li, C. and Tan, W. and Meng, F.Y. and Ding, R.W. and Wang, Y. and Liu, W. and Liang, Y.S.",
        TITLE = "Turbo principles meet compression: Rethinking nonlinear
transformations in learned image compression",
        JOURNAL = JVCIR,
        VOLUME = "114",
        YEAR = "2026",
        PAGES = "104643",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT29842"}

@article{bb31492,
        AUTHOR = "Jin, J. and Xia, F.X. and Ding, F. and Zhang, X.F. and Liu, M. and Zhao, Y. and Lin, W.S. and Meng, L.",
        TITLE = "Customizable ROI-Based Deep Image Compression",
        JOURNAL = CirSysVideo,
        VOLUME = "36",
        YEAR = "2026",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "566-578",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT29843"}

@article{bb31493,
        AUTHOR = "Feng, S.Y. and Zhu, L.W. and Zhang, Y. and Li, N. and Wang, S.Q.",
        TITLE = "C-CTX: Cubic-Checkerboard Context Entropy Model for Learned Image
Compression",
        JOURNAL = MultMed,
        VOLUME = "28",
        YEAR = "2026",
        PAGES = "1756-1766",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT29844"}

@article{bb31494,
        AUTHOR = "Wu, C.H. and Wu, Q.B. and Wei, H.R. and Wang, L. and Meng, F.M. and Ngan, K.N. and Zhuo, L. and Li, H.L.",
        TITLE = "On the Adversarial Robustness of Learning-Based Image Compression
Against Rate-Distortion Attacks",
        JOURNAL = MultMed,
        VOLUME = "28",
        YEAR = "2026",
        PAGES = "1715-1729",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT29845"}

@inproceedings{bb31495,
        AUTHOR = "Li, C. and Jia, C.M. and Meng, F.Y. and Qi, H. and Ma, S.W. and Liang, Y.S.",
        TITLE = "DMSO: A Dynamic Momentum-Smoothing Optimizer for Learned Image
Compression",
        BOOKTITLE = ICIP25,
        YEAR = "2025",
        PAGES = "307-312",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT29846"}

@inproceedings{bb31496,
        AUTHOR = "Blasco Andreo, N. and Mijares, S. and Chabert, M. and Oberlin, T. and Serra Sagrista, J.",
        TITLE = "Power Cost Comparison of Neural-Network Compression Methods for
Satellite Imagery",
        BOOKTITLE = ICIP25,
        YEAR = "2025",
        PAGES = "1145-1150",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT29847"}

@inproceedings{bb31497,
        AUTHOR = "Zeng, F. and Tang, H. and Shao, Y.H. and Chen, S. and Shao, L. and Wang, Y.",
        TITLE = "MambaIC: State Space Models for High-Performance Learned Image
Compression",
        BOOKTITLE = CVPR25,
        YEAR = "2025",
        PAGES = "18041-18050",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT29848"}

@inproceedings{bb31498,
        AUTHOR = "Feng, D.H. and Cheng, Z.X. and Wang, S. and Wu, R.H. and Hu, H.W. and Lu, G. and Song, L.",
        TITLE = "Linear Attention Modeling for Learned Image Compression",
        BOOKTITLE = CVPR25,
        YEAR = "2025",
        PAGES = "7623-7632",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT29849"}

@inproceedings{bb31499,
        AUTHOR = "Xu, H. and Hai, B. and Tang, Y.S. and He, Z.H.",
        TITLE = "Window-based Channel Attention for Wavelet-enhanced Learned Image
Compression",
        BOOKTITLE = ACCV24,
        YEAR = "2024",
        PAGES = "VII: 450-467",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT29850"}

Last update:Mar 28, 2026 at 17:09:41