Vision Focus: Winter 2024
May 25th, 2024
Daniela Lopez de Luise
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Miss the Winter edition of VISION focus magazine?
If you missed the Winter edition of VISION focus magazine fear not. Here's a recap before the Spring edition drops next week.
EPFL says machine learning for certain vision apps ‘flawed’ – but it has developed a solution.
Lausanne’s EPFL has identified flaws in the training of machine learning systems – with significant implications for many activities that depend on artificial intelligence for classification, such as safeguarding video streaming content, self-driving vehicles, and surveillance. By rethinking the way that most AI systems protect against attacks, researchers at EPFL’s School of Engineering have now developed a new training approach to ensure that machine learning models, particularly deep neural networks, will perform as intended (page 6).
Other editorial highlights include:
- Edmund Optics names its 2023 Award winners
- EPFL identifies flaw in the training of machine learning systems
- Sheba Microsystems launches MEMS autofocus actuator for embedded vision cameras
- Teledyne Flir expands Lepton thermal camera series
- Novel 6MP SWIR sensors for defense, auto, and industrial vision markets
- Color-based sensor to emulate skin’s sensitivity
- First Light Imaging joins Oxford Instruments
- Kernel Flow takes neuroimaging out of the lab and into society
- imec presents new way to render colors with sub-micron pixel sizes
- Stradvision unveils its new ‘3D Perception Network’ at CES 2024
Download your copy here and look out for the Spring edition next week.
VISION focus
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Choosing just the right camera for a particular application can be difficult. Common cameras specifications that are normally considered include resolution and frame rate. However, lighting is an external factor that is potentially even more important to consider. This document highlights how high conversion gain (HCG) and low conversion gain (LCG) camera capabilities can be beneficial in challenging lighting conditions, along with examples of imaging applications where these challenges commonly occur.
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Witness firsthand how on-chip SWIR spectral imaging is poised to redefine industry standards and open doors to uncharted possibilities. Hosted on optics.org and presented Wouter Charle and Ash Prabala from imec Innovative on-chip filter technology is reshaping the landscape of spectral imaging, making the cameras more compact, real-time, power-efficient, and customizable. The technology makes them accessible even to those without specialized expertise in spectral imaging and data interpretation.
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