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This stereo imagery set is definitely the most challenging with a number of potential issues that affect stereo correspondence: motion blur, camera synchronization, illumination variance and low image contrast.
The recognition of human actions from low-quality video is highly challenging as valuable visual information is compromised by various internal and external factors such as low resolution, sampling rate, compression artifacts and motion blur, camera jitter, and shake.
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Since the data acquired in projections are affected by physical phenomena such as photon attenuation and scatter, collimator blurring, camera dead-time and partial volume effects; in order to get quantitatively accurate images, all these factors must be properly compensated for during the reconstruction process.
To reduce blur, the camera detects if a person or object is moving, or if the camera is shaking, which is likely when taking a telephoto shot.
Excessive blur from camera shake can be minimized using a remote control, by attaching the camera to the microscope using sticky tape or bungee cords or by constructing a frame to hold the camera in place.
Such layer encodes the angle and distance similarity matrix between blur and camera motion, which is able to enhance the blur features of the camera-shake footages.
Flashbulbs, snapshots, reportage: above all else, the blur recalls camera movement and errors of printing.
Her sparkly purple outfit became a blur as camera flashes went off.
And each time, even though the details exist only in a blur of camera flashes and fans, the flood of emotion comes rushing back.
To help explain the feature, the company posted a video demonstrating the Lumia's optical image stabilization, a feature that reduces blur and camera shake in images and makes them look better in low light.
An image blurred "in camera" collects visual information from a scene that a Photoshop blurred image can never obtain because the data is not there in a Photoshop file.
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CEO of Professional Science Editing for Scientists @ prosciediting.com