Computational 3D vision concerns algorithms and sensor systems that infer three-dimensional structure, motion, and semantics from visual and related signals. Methods span monocular and multi-view 3D reconstruction, depth estimation, inverse rendering, and 4D scene capture, often integrating LiDAR, radar, infrared, and event or neuromorphic sensors. Deep learning architectures and data-driven simulation play central roles in segmentation, pose estimation, anomaly detection, and novel view synthesis, enabling robust perception, mapping, and editing of complex environments for robotics, autonomous systems, and immersive displays.
Engineering
Every day, millions of workers step onto construction sites—arguably some of the most hazardous environments in modern industry. Despite years of safety protocols, equipment upgrades, and training programs, construction ...
Robotics
The ocean is teeming with life. But unless you get up close, much of the marine world can easily remain unseen. That's because water itself can act as an effective cloak: Light that shines through the ocean can bend, scatter, ...
May 20, 2025
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Engineering
Necati Catbas collaborated with his former civil engineering student Marwan Debees, Ph.D., who now works as a NASA Bridge Program manager, on research that details how infrared thermography, high-definition imaging and neural ...
May 19, 2025
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Automotive
Autonomous mobility already exists, to some extent. Building an autonomous vehicle that can safely navigate an empty highway is one thing. The real challenge lies in adapting to the dynamic and messy reality of urban environments.
May 15, 2025
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Hi Tech & Innovation
A new AI model, H-CAST, groups fine details into object-level concepts as attention moves from lower to high layers, outputting a classification tree—such as bird, eagle, bald eagle—rather than focusing only on fine-grained ...
May 14, 2025
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Engineering
A research team led by Waterloo Engineering has developed a faster, cheaper way to create large-scale, three-dimensional (3D) computer models of urban areas, technology that could impact fields including urban planning, architectural ...
May 6, 2025
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Energy & Green Tech
To create a more resilient electric grid that meets the nation's increasing power demands, utilities are incorporating a wider array of energy sources. But this shift requires the ability to predict how the grid will react ...
May 6, 2025
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Machine learning & AI
What would a behind-the-scenes look at a video generated by an artificial intelligence model be like? You might think the process is similar to stop-motion animation, where many images are created and stitched together, but ...
May 6, 2025
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Software
A team of researchers has created a novel machine learning tool that's cracking open one of biology's trickiest puzzles: finding the rarest microbes on Earth. Think of it like finding a needle in a haystack, except the needle ...
May 6, 2025
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Machine learning & AI
Artificial Intelligence (AI) is the newest tool in the arsenal to prevent the degradation and depletion of forests, with new research revealing how the technology can help protect the ecosystem.
May 5, 2025
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