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Consider the following statements regarding Neuromorphic camera:
- A neuromorphic camera mimics the way the human retina converts light into electrical impulses.
- It generates large amounts of data compared to traditional cameras
Which of the statements given above is/are correct?
- a)1 only
- b)2 only
- c)Both 1 and 2
- d)Neither 1 nor 2
Correct answer is option 'A'. Can you explain this answer?
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Consider the following statements regarding Neuromorphic camera: A neu...
Researchers at the Indian Institute of Science (IISc) have developed a novel technique that combines optical microscopy with a neuromorphic camera aided by machine learning algorithms that can go beyond the diffraction limit of light and detect minute objects.
About Neuromorphic camera:
- A neuromorphic camera mimics the way the human retina converts light into electrical impulses.
- How does it work?
- In a typical camera, each pixel captures the intensity of light falling on it for the entire exposure time the camera focuses on the object. All these pixels are pooled together to reconstruct an image of the object.
- In neuromorphic cameras, each pixel operates independently and asynchronously, generating events or spikes only when there is a change in the intensity of light falling on that pixel.
- This generates sparse and lower amounts of data compared to traditional cameras, which capture every pixel value at a fixed rate, regardless of whether there is any change in the scene.
- This allows a neuromorphic camera to "sample" the environment with much higher temporal resolution because it is not limited by a frame rate like normal cameras and also performs background suppression.
- Neuromorphic cameras have a very high dynamic range ( >120 dB) which means they can be used in different conditions ranging from a very low-light environment to very high-light conditions.
Hence only statement 1 is correct.
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Consider the following statements regarding Neuromorphic camera: A neuromorphic camera mimics the way the human retina converts light into electrical impulses. It generates large amounts of data compared to traditional camerasWhich of the statements given above is/are correct?a)1 onlyb)2 onlyc)Both 1 and 2d)Neither 1 nor 2Correct answer is option 'A'. Can you explain this answer?
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