Search Results - image+quality

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Task-Oriented Deep Learning Image Denoising
RPI ID: 2022-015-201 Innovation Summary: A deep learning-based image denoising method tailored to specific tasks such as segmentation or classification. Unlike generic denoising, it preserves features critical to downstream analysis. The model adapts its strategy based on the intended application, improving performance in real-world scenarios. It is...
Published: 3/10/2026   |   Updated: 3/10/2026   |   Inventor(s): Jiajin Zhang, Hanqing Chao, Ge Wang, Pingkun Yan
Keywords(s): Artificial Intelligence, deep learning, Image Denoising, image quality, medical imaging
Category(s): Computational Science and Engineering
Software to Improve the Quality of Microscopy Images
Available for licensing and commercial use is software based on an iterative deconvolution procedure that recovers images that have been blurred by a known point spread function. The software provides superior results when multiple independent observations of the same specimen are obtained. An example of such observations might be the multiple views...
Published: 8/19/2025   |   Updated: 12/6/2022   |   Inventor(s): Andrew York, Yicong Wu, Hari Shroff
Keywords(s): AC2XXX, AC3XXX, ACXXXX, AD1XXX, ADXXXX, AXXXXX, Deconvolution, image quality, IMAGING, MICROSCOPY, RESOLUTION, Signal-to-Noise, software
Category(s): Collaboration Sought > Collaboration, Collaboration Sought > Licensing