公开(公告)号：US11625559B2

公开(公告)日：2023-04-11

申请号：US16833263

申请日：2020-03-27

Applicant: Intel Corporation

Inventor： Avi Kalderon ,  Gilad Michael ,  Joao Peralta Moreira ,  Bhavin Nayak ,  Furkan Isikdogan

IPC: G06K9/62 ,  G06N3/04 ,  G06N3/08

Abstract: An apparatus, method, and a computer readable medium for attenuating visual artifacts in processed images. An annotated dataset of images to be processed by an image processing system is created. An adversarial control network is trained to operate as an image quality expert in classifying images. After the adversarial control network has been trained, the adversarial control network is used to supervise the image processing system on-the-fly.

公开(公告)号：US20200074691A1

公开(公告)日：2020-03-05

申请号：US16674512

申请日：2019-11-05

Applicant: INTEL CORPORATION

Inventor： Masayoshi Asama ,  Furkan Isikdogan ,  Sushma Rao ,  Avi Kalderon ,  Chyuan-Tyng Wu ,  Bhavin Nayak ,  Joao Peralta Moreira ,  Pavel Kounitsky ,  Ben Berlin ,  Gilad Michael

IPC: G06T9/00 ,  G06T3/40 ,  G06T1/20 ,  G06T5/00 ,  G06T5/20

Abstract: An example apparatus for processing images includes a hybrid infinite impulse response—finite impulse response (IIR-FIR) convolution block to receive an image and generate processed image information. The hybrid IIR-FIR convolution block includes a vertical infinite impulse response (IIR) component to approximate a vertical convolution when processing the image.

公开(公告)号：US11302035B2

公开(公告)日：2022-04-12

申请号：US16674512

申请日：2019-11-05

Applicant: INTEL CORPORATION

Inventor： Masayoshi Asama ,  Furkan Isikdogan ,  Sushma Rao ,  Avi Kalderon ,  Chyuan-Tyng Wu ,  Bhavin Nayak ,  Joao Peralta Moreira ,  Pavel Kounitsky ,  Ben Berlin ,  Gilad Michael

IPC: G06T9/00 ,  G06T3/40 ,  G06T1/20 ,  G06T5/00 ,  G06T5/20

Abstract: An example apparatus for processing images includes a hybrid infinite impulse response-finite impulse response (IIR-FIR) convolution block to receive an image and generate processed image information. The hybrid IIR-FIR convolution block includes a vertical infinite impulse response (IIR) component to approximate a vertical convolution when processing the image.

公开(公告)号：US20200226429A1

公开(公告)日：2020-07-16

申请号：US16833263

申请日：2020-03-27

Applicant: Intel Corporation

Inventor： Avi Kalderon ,  Gilad Michael ,  Joao Peralta Moreira ,  Bhavin Nayak ,  Furkan Isikdogan

IPC: G06K9/62 ,  G06N3/08 ,  G06N3/04

Abstract: An apparatus, method, and a computer readable medium for attenuating visual artifacts in processed images. An annotated dataset of images to be processed by an image processing system is created. An adversarial control network is trained to operate as an image quality expert in classifying images. After the adversarial control network has been trained, the adversarial control network is used to supervise the image processing system on-the-fly.