• University of Dayton, Kettering Laboratory

About ISSL


Intelligent Signal Systems Laboratory at the University of Dayton is a world class research laboratory in image processing and computer vision.  Our research focuses on three areas: physical and statistical modeling of image sensors, algorithmic development for exploitation of image data, and making meaningful inferences on the observed scene. The principal investigator is Keigo Hirakawa, an associate professor at the University of Dayton.  Research at ISSL is aimed at understanding the increasingly large role that signal systems play in the real-world. We connect the applied design efforts with the first principle ideas of mathematics and statistics to enable new capabilities in image processing and computer vision.

Research activities at ISSL is made possible in part by grants and sponsorships from National Science Foundation, Air Force Research Laboratory, Defense Advanced Research Projects Agency, Institute for Development and Commercialization of Advanced Sensor Technology, Japan Institute of Information and Communication Technology, Cisco, Ford Research, Texas Instruments, Sony Electronics, Samsung Research.

Research

Signal and Image Processing
Signal processing and statistics are key to information discovery. Image processing enhances our ability to restore a high quality image from degraded data.

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Computer Vision
Computer vision is a critical technology for machine intelligence. We advance scene understanding through robust feature extraction and machine learning.

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Color Science and Imaging
Color and spectra widely influence commercial and scientific imaging applications. We recover surface reflectance to determine the appearance, identity, and state of objects.

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Camera Processing and Computational Photography
We develop the core technology to extend the capabilities of existing sensor hardware and deliver critical technology to advance the next generation imagers.

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3 weeks ago

Intelligent Signal Systems Laboratory is primarily focused on research by graduate students at Masters and PhD level. Motivated undergraduate students are welcomed as well. If you are interested in ... See more

3 weeks ago

If you are attending IS&T Electronic Imaging Conference, we have a presentation so please come say hi! Tuesday, January 30th at 12:10pm.

Ruojun He, Yi Zhang, Keigo Hirakawa, "Square Coded Aperture: ... See more

This annual conference highlights the interplay between mathematical theory, physical models and computational algorithms that enable effective imaging systems.

3 weeks ago

At least three journal papers by ISSL members will appear in 2018 IEEE Transactions on Image Processing. Here are the links!

Camera-Aware Multi-Resolution Analysis for Raw Image Sensor Data ... See more

We propose novel lossless and lossy compression schemes for color filter array (CFA) sampled images based on the Camera-Aware Multi-Resolution Analysis, or

Intelligent Signal Systems Laboratory


PI: Keigo Hirakawa, University of Dayton
300 College Park
Dayton, OH 45469-0232
937-229-3100

Contact ISSL