METHOD AND ELECTRONIC DEVICE FOR PERFORMING AI BASED ZOOM OF IMAGE

    公开(公告)号:US20230005104A1

    公开(公告)日:2023-01-05

    申请号:US17939614

    申请日:2022-09-07

    Abstract: A method and an electronic device for performing an AI based zoom of an image in an electronic device are provided. The method includes receiving the image; obtaining, through a pixel domain neural network (NN) block, a first set of feature maps of the image based on pixels of the image; obtaining, through a frequency domain NN block, a second set of feature maps of the image based on frequencies of the image; and obtaining, through a joint refinement NN block, a final image with a resolution higher than a resolution of the image, based on the first set of feature maps and the second set of feature maps.

    Method and apparatus for determining memory requirement in a network

    公开(公告)号:US11593644B2

    公开(公告)日:2023-02-28

    申请号:US16637638

    申请日:2018-08-08

    Abstract: The present disclosure disclose method and apparatus for determining memory requirement for processing a DNN model on a device, a method includes receiving a DNN model for an input, wherein the DNN model includes a plurality of processing layers. The method includes generating a network graph of the DNN model. The method includes creating a colored network graph of the DNN model based on the identified execution order of the plurality of processing layers. The colored network graph indicates assignment of at least one memory buffer for storing at least one output of at least one processing layer. The method includes determining at least one buffer reuse overlap possibility across the plurality of processing layers. Based on the determined at least one buffer reuse overlap possibility, the method includes determining and assigning the memory required for processing the DNN model.

    Method and apparatus for processing audio data

    公开(公告)号:US10083699B2

    公开(公告)日:2018-09-25

    申请号:US13949592

    申请日:2013-07-24

    CPC classification number: G10L19/008 G10L19/0212 G10L21/00

    Abstract: A method and apparatus for processing audio data are provided. When an encoded audio bitstream sampled at a sampling frequency is received, a resampling ratio for processing the encoded audio bitstream is computed. If the the resampling ratio is within the resampling threshold range, then the encoded audio bitstream is processed in frequency domain and a desired number of audio samples per frame are outputted according to the resampling ratio. The encoded audio bitstream is processed in frequency domain using sample rate converter integrated into a filter bank of an audio decoder. If the resampling ratio is outside the resampling threshold range, then the encoded audio bitstream is processed in time domain and a desired number of audio samples per frame are outputted according to the resampling ratio.

Patent Agency Ranking