Wipro Limited

Prasanna Hegde

Manjunath Ramachandra

Sethuraman Ulaganathan

Adrita Barari

A camera for generating distortion free images and a method thereof is disclosed. The camera includes a plurality of lenses, wherein each of the plurality of lenses has a dedicated sensor. The camera further includes a processor communicatively coupled to the plurality of lenses. The camera further includes a memory communicatively coupled to the processor and having instructions stored thereon, causing the processor, on execution to capture a plurality of images through the plurality of lenses and to generate a single distortion free image from the plurality of images based on a deep learning technique trained using a mapping of each of a plurality of sets of low resolution images generated in one or more environments to an associated distortion free image, wherein one or more low resolution images in each of the plurality of sets are distorted.

System and method for generating distortion free images

Systems and methods for removing rain streak distortion from a distorted video are described. The system receives sample non-distorted images and sample distorted images of a video. The sample non-distorted images are indicative of non-raining condition and the sample distorted images are indicative of raining condition in the video. The system further determines first temporal information from the sample distorted images and second temporal information from the sample non-distorted images. The first temporal information indicative of a change in the rain streak distortion pattern and the second temporal information indicative of a change in a non-rain streak distortion pattern. Further, the system correlates the first temporal information with the second temporal information to generate a training model comprising one or more trained weights. Further, the system removes the rain streak distortion from a real-time distorted video by applying the training model, which results in the generation of the non-distorted video.

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Karnataka, India

Prasanna Hegde