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Ganning Zhao
at Univ of Southern California
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Publications (4)
Proceedings Article | 14 June 2023 Poster + Paper
A study on improving realism of synthetic data for machine learning
Tingwei Shen, Ganning Zhao, Suya You
Proceedings Volume 12529, 1252910 (2023) https://doi.org/10.1117/12.2664064
KEYWORDS: Image segmentation, Education and training, Machine learning, Data modeling, Adversarial training, Semantics
Proceedings Article | 12 June 2023 Poster + Paper
Unsupervised synthetic image refinement via contrastive learning and consistent semantic-structural constraints
Ganning Zhao, Tingwei Shen, Suya You, C.-C. Jay Kuo
Proceedings Volume 12538, 125381M (2023) https://doi.org/10.1117/12.2663897
KEYWORDS: Semantics, Machine learning, Image segmentation, Distortion, Education and training, Gallium nitride, Mining, Visualization, Vegetation, Performance modeling
Proceedings Article | 12 April 2021 Presentation + Paper
Evaluation of multimodal semantic segmentation using RGB-D data
Proceedings Volume 11746, 117461I (2021) https://doi.org/10.1117/12.2587991
KEYWORDS: Clouds, Image fusion, RGB color model, Image sensors, LIDAR, Image segmentation, Sensors, Image processing, Calibration, 3D image processing
Proceedings Article | 12 April 2021 Presentation + Paper
CalibDNN: multimodal sensor calibration for perception using deep neural networks
Proceedings Volume 11756, 117561D (2021) https://doi.org/10.1117/12.2587994
KEYWORDS: Sensors, Neural networks, Image registration, LIDAR, Calibration, Imaging systems, Data modeling, Clouds, Situational awareness sensors, Intelligent sensors
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