At SIGGRAPH 2014, the 41st International Conference and Exhibition on Computer Graphics and Interactive Techniques, which starts today in Vancouver, British Columbia, Microsoft Research team is presenting many new projects. In the morning, we reported about the project that which can convert GoPro camera videos into beautiful smooth time-lapse videos called Hyperlapse videos. In this project, MSR is trying to make cheap depth camera by using the regular 2D camera which are found on mobile devices and webcams. After minor modifications, this camera can be used for interactive scenarios. Watch the video above for more. Among Microsoft Research’s contributions to SIGGRAPH 2014, a machine learning technique for estimating absolute, per-pixel depth using any conventional monocular 2D camera, with minor hardware modifications. Our approach targets close-range human capture and interaction where dense 3D estimation of hands and faces is desired. We use hybrid classification-regression forests to learn how to map from ...

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MonoFusion is a Microsoft Research project that uses a camera that could be already available in a tablet or a phone for creating 3-D scans of arbitrary environments in real time, utilizing only a single RGB camera as the input sensor. You should note down that there is no additional input hardware like Depth sensor is required for this technology. If Microsoft uses this technology in Lumia devices, in seconds, a user can generate a compelling 3-D model, which can be used in augmented reality, for 3-D printing, or in computer-aided design. MonoFusion allows a user to build dense 3D reconstructions of their environment in real-time, utilizing only a single, off-the-shelf web camera as the input sensor. The camera could be one already available in a tablet, phone, or a standalone device. No additional input hardware is required. This removes the need for power intensive active sensors that do not work robustly in natural outdoor ...

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