Dr. Ying Liu Profile

Dr. Ying Liu

Assistant Professor

SPIE Involvement:

Conference Program Committee | Author

Proceedings Article | 14 June 2023 Presentation + Paper

Learned image compression with transformers

Tianma Shen, Ying Liu

Proceedings Volume 12522, 1252207 (2023) https://doi.org/10.1117/12.2656516

KEYWORDS: Image compression, Transformers, Data modeling, Quantization, Deep learning, Image information entropy, Video coding, Visual communications

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Proceedings Article | 31 May 2022 Presentation + Paper

A generative adversarial network for video compression

Pengli Du, Ying Liu, Nam Ling, Lingzhi Liu, Yongxiong Ren, Ming Kai Hsu

Proceedings Volume 12097, 120970E (2022) https://doi.org/10.1117/12.2618714

KEYWORDS: Video coding, Image compression, Video compression, Video, Motion models, Distortion, Image quality, Machine learning, Computer vision technology, Visual communications

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Proceedings Article | 12 April 2021 Presentation + Paper

Hierarchical motion-compensated deep network for video compression

Ying Liu, Pengli Du, Yuzhu Li

Proceedings Volume 11730, 117300J (2021) https://doi.org/10.1117/12.2586459

KEYWORDS: Video compression, Video coding, Video, Visualization, Visual compression, Video processing, Motion estimation, Electronic components, Data storage

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Proceedings Article | 21 April 2020 Paper

Motion-aware deep video coding network

Rida Khan, Ying Liu

Proceedings Volume 11395, 113950B (2020) https://doi.org/10.1117/12.2560814

KEYWORDS: Convolutional neural networks, Artificial intelligence, Video compression, Video, Video coding, Computer programming, Image compression, Video processing, Convolution, Machine learning, Machine vision, Computer vision technology

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Proceedings Article | 13 May 2019 Presentation + Paper

Edge-to-fog computing for color-assisted moving object detection

Ying Liu, Zachary Bellay, Payton Bradsky, Glen Chandler, Brandon Craig

Proceedings Volume 10989, 1098903 (2019) https://doi.org/10.1117/12.2516023

KEYWORDS: Video, RGB color model, Video surveillance, Binary data, Video processing, Cameras, Computing systems, Image processing, Data processing

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Proceedings Article | 14 May 2018 Presentation + Paper

Conformity evaluation of data samples by L1-norm principal-component analysis

Ying Liu, Dimitris Pados

Proceedings Volume 10658, 1065809 (2018) https://doi.org/10.1117/12.2311893

KEYWORDS: Algorithm development, Principal component analysis, Glasses, Video surveillance, Statistical analysis, Soil science, Video, Detection and tracking algorithms, Surveillance, Electrical engineering

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Proceedings Article | 4 May 2016 Paper

Video background tracking and foreground extraction via L1-subspace updates

Michele Pierantozzi, Ying Liu, Dimitris Pados, Stefania Colonnese

Proceedings Volume 9857, 985708 (2016) https://doi.org/10.1117/12.2224956

KEYWORDS: Video surveillance, Video, Compressed sensing, Principal component analysis, Surveillance, Binary data, Video compression, Matrices, Detection and tracking algorithms, Bismuth

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Proceedings Article | 4 May 2016 Paper

Face recognition with L1-norm subspaces

Federica Maritato, Ying Liu, Stefania Colonnese, Dimitris Pados

Proceedings Volume 9857, 98570L (2016) https://doi.org/10.1117/12.2224953

KEYWORDS: Facial recognition systems, Principal component analysis, Databases, Detection and tracking algorithms, Algorithm development, Resistance, Feature extraction, Telecommunications, Lanthanum, Electrical engineering

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Proceedings Article | 5 October 2015 Presentation

Probing metamaterials with structured light (Presentation Recording)

Yun Xu, Jingbo Sun, Jinwei Zeng, Zhaxylyk Kudyshev, Apra Pandey, Ying Liu, Natalia Litchinitser

Proceedings Volume 9544, 954407 (2015) https://doi.org/10.1117/12.2187530

KEYWORDS: Metamaterials, Spiral phase plates, Interferometry, Beam splitters, Phase shifts, Optical vortices, Photonic metamaterials, Ellipsometry, Visualization, Structured light

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Proceedings Article | 14 May 2015 Paper

Compressed-sensed-domain L1-PCA video surveillance

Ying Liu, Dimitris Pados

Proceedings Volume 9484, 94840B (2015) https://doi.org/10.1117/12.2179722

KEYWORDS: Video surveillance, Video, Video compression, Principal component analysis, Surveillance, Algorithm development, Compressed sensing, Video processing, Image restoration, Reconstruction algorithms

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Proceedings Article | 31 May 2013 Paper

Rate-adaptive compressive video acquisition with sliding-window total-variation-minimization reconstruction

Ying Liu, Dimitris Pados

Proceedings Volume 8717, 871703 (2013) https://doi.org/10.1117/12.2017751

KEYWORDS: Video, Computer programming, Video compression, Video coding, Compressed sensing, Reconstruction algorithms, Quantization, Matrices, 3D metrology, Platinum

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Proceedings Article | 8 June 2012 Paper

Decoding of purely compressed-sensed video

Ying Liu, Ming Li, Dimitris Pados

Proceedings Volume 8365, 83650L (2012) https://doi.org/10.1117/12.920320

KEYWORDS: Video, Video compression, Reconstruction algorithms, Motion estimation, Video coding, Fourier transforms, Compressed sensing, Image compression, Detection theory, Radon

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Showing 5 of 12 publications

Conference Committee Involvement (2)

Machine Learning from Challenging Data 2025

13 April 2025 | Orlando, Florida, United States

Big Data VI: Learning, Analytics, and Applications

22 April 2024 | National Harbor, Maryland, United States

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