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AUTHOR = "Gan, Z.L.",
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Regression Learning",
JOURNAL = IEICE,
VOLUME = "E101-D",
YEAR = "2018",
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MONTH = "October",
PAGES = "2539-2542",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT29951"}
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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
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JOURNAL = JVCIR,
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YEAR = "2019",
PAGES = "102589",
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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",
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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
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JOURNAL = SP:IC,
VOLUME = "82",
YEAR = "2020",
PAGES = "115774",
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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#TT29955"}
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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#TT29956"}
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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#TT29957"}
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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#TT29958"}
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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#TT29959"}
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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#TT29960"}
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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
Compression",
JOURNAL = IP,
VOLUME = "30",
YEAR = "2021",
PAGES = "360-373",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT29961"}
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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",
MONTH = "March",
PAGES = "450-460",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT29962"}
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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",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT29963"}
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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",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT29963"}
@article{bb31614,
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",
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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",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT29966"}
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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",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT29967"}
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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#TT29968"}
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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#TT29969"}
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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#TT29970"}
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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#TT29971"}
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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#TT29972"}
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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#TT29973"}
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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#TT29974"}
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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#TT29975"}
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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.",
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JOURNAL = IP,
VOLUME = "32",
YEAR = "2023",
PAGES = "2063-2076",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT29976"}
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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",
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MONTH = "April",
PAGES = "1922-1936",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT29977"}
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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#TT29978"}
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AUTHOR = "Yang, Y. and Mandt, S. and Theis, L.",
TITLE = "An Introduction to Neural Data Compression",
JOURNAL = FTCGV,
VOLUME = "15",
YEAR = "2023",
NUMBER = "2",
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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,
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YEAR = "2023",
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PAGES = "2979-2989",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT29980"}
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AUTHOR = "Lee, S. and Jeong, J.B. and Ryu, E.S.",
TITLE = "Entropy-Constrained Implicit Neural Representations for Deep Image
Compression",
JOURNAL = SPLetters,
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YEAR = "2023",
PAGES = "663-667",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT29981"}
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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#TT29982"}
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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#TT29983"}
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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",
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AUTHOR = "Duan, W.H. and Fu, J. and Cui, C. and Wu, J.Q. and Song, L. and Ma, S.W. and Gao, W.",
TITLE = "Learned Image Compression via Local-to-Global Cross-Component Prior",
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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,
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YEAR = "2025",
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BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT29986"}
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AUTHOR = "Zhang, G. and Zhang, X.F. and Tang, L.",
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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",
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BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT29988"}
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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#TT29989"}
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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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BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT29990"}
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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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PAGES = "2891-2907",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT29992"}
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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#TT29993"}
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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,
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YEAR = "2024",
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AUTHOR = "Koyuncu, A.B. and Jia, P.Q. and Boev, A. and Alshina, E. and Steinbach, E.",
TITLE = "Efficient Contextformer: Spatio-Channel Window Attention for Fast
Context Modeling in Learned Image Compression",
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YEAR = "2024",
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MONTH = "August",
PAGES = "7498-7511",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT29995"}
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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
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BOOKTITLE = ECCV22,
YEAR = "2022",
PAGES = "XIX:447-463",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT29996"}
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AUTHOR = "Gao, J.L. and Li, J. and Jia, C.M. and Wang, S.S. and Ma, S.W. and Gao, W.",
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YEAR = "2024",
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AUTHOR = "Gao, J.L. and Jia, C.M. and Huang, Z.M. and Wang, S.S. and Ma, S.W. and Gao, W.",
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PAGES = "6978-6992",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT29998"}
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AUTHOR = "Hang, X.Y. and Ge, Z.Q. and Fan, H.F. and Jia, C.M. and Ma, S.W. and Gao, W.",
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AUTHOR = "Li, C. and Yin, S.Z. and Jia, C.M. and Meng, F.Y. and Tian, Y.H. and Liang, Y.S.",
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BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT30000"}
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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.",
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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.",
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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
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AUTHOR = "Wu, C.H. and Wu, Q.B. and Ngan, K.N. and Li, H.L. and Meng, F.M. and Xu, L.F.",
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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#TT30005"}
@article{bb31656,
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#TT30006"}
@article{bb31657,
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#TT30007"}
@article{bb31658,
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#TT30008"}
@article{bb31659,
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#TT30009"}
@article{bb31660,
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#TT30010"}
@article{bb31661,
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#TT30011"}
@article{bb31662,
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#TT30012"}
@article{bb31663,
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#TT30013"}
@article{bb31664,
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#TT30014"}
@article{bb31665,
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#TT30015"}
@inproceedings{bb31666,
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#TT30016"}
@article{bb31667,
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#TT30017"}
@article{bb31668,
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#TT30018"}
@article{bb31669,
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#TT30019"}
@article{bb31670,
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#TT30020"}
@article{bb31671,
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#TT30021"}
@inproceedings{bb31672,
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#TT30022"}
@article{bb31673,
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#TT30023"}
@article{bb31674,
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#TT30024"}
@article{bb31675,
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#TT30025"}
@article{bb31676,
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#TT30026"}
@article{bb31677,
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#TT30027"}
@article{bb31678,
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#TT30028"}
@article{bb31679,
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#TT30029"}
@article{bb31680,
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#TT30030"}
@article{bb31681,
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#TT30031"}
@article{bb31682,
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#TT30032"}
@article{bb31683,
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#TT30033"}
@article{bb31684,
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#TT30034"}
@article{bb31685,
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#TT30035"}
@article{bb31686,
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#TT30036"}
@article{bb31687,
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#TT30037"}
@article{bb31688,
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#TT30038"}
@article{bb31689,
AUTHOR = "Li, M. and Ma, K. and Li, J.X. and Zhang, D.",
TITLE = "Pseudocylindrical Convolutions for Learned Omnidirectional Image
Compression",
JOURNAL = CirSysVideo,
VOLUME = "36",
YEAR = "2026",
NUMBER = "4",
MONTH = "April",
PAGES = "5497-5509",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT30039"}
@article{bb31690,
AUTHOR = "Yue, H.J. and Li, X.H. and Sun, M.Y. and Liu, G.S. and Liu, X. and Yang, J.Y.",
TITLE = "DIC-DDA: Learned Asymmetric Distributed Image Compression via Dual
Domain Alignment",
JOURNAL = IP,
VOLUME = "35",
YEAR = "2026",
PAGES = "3822-3834",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT30040"}
@inproceedings{bb31691,
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#TT30041"}
@inproceedings{bb31692,
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#TT30042"}
@inproceedings{bb31693,
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#TT30043"}
@inproceedings{bb31694,
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#TT30044"}
@inproceedings{bb31695,
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#TT30045"}
@inproceedings{bb31696,
AUTHOR = "Zhang, Y.F. and Yu, H. and Liu, S.Z. and Dai, W.R. and Lin, W.Y.",
TITLE = "Basic: Bayesnet Structure Learning for Computational Scalable Neural
Image Compression",
BOOKTITLE = ECCV24,
YEAR = "2024",
PAGES = "XXV: 269-285",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT30046"}
@inproceedings{bb31697,
AUTHOR = "Iino, K. and Akamatsu, S. and Watanabe, H. and Enomoto, S. and Sakamoto, A. and Eda, T.",
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Auxiliary Loss",
BOOKTITLE = ICIP24,
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PAGES = "3771-3777",
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@inproceedings{bb31698,
AUTHOR = "Zhu, L.Y. and Li, B.Z. and Lu, R. and Chen, P.L. and Mao, Q. and Wang, Z. and Yang, W.H. and Wang, S.Q.",
TITLE = "Learned Image Compression for Both Humans and Machines via Dynamic
Adaptation",
BOOKTITLE = ICIP24,
YEAR = "2024",
PAGES = "1788-1794",
BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc145nnimc1.html#TT30048"}
@inproceedings{bb31699,
AUTHOR = "Chono, K. and Niwa, N. and Iwasaki, H.",
TITLE = "Picture Partitioning Design of Neural Network-Based Intra Coding for
Video Coding for Machines",
BOOKTITLE = ICIP24,
YEAR = "2024",
PAGES = "1929-1934",
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Last update:Jun 4, 2026 at 16:38:45