Title:
METHOD, SYSTEM, AND COMPUTER-READABLE MEDIUM FOR PROCESSING IMAGES USING CROSS-STAGE SKIP CONNECTIONS
Document Type and Number:
WIPO Patent Application WO/2020/098360
Kind Code:
A1
Abstract:
In an embodiment, a computer-implemented method includes receiving and processing a first image, and outputting a first feature map by an encoder. The encoder includes a plurality of first convolutional stages that receive the first image and output stage-by-stage a plurality of second feature maps corresponding to the first convolutional stages. The second feature maps have gradually decreased scales. For each second convolutional stage of the first convolutional stages, a first skip connection is added between each second convolutional stage and each of at least one remaining convolutional stage of the first convolutional stages corresponding to each second convolutional stage.
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Inventors:
MENG ZIBO (US)
CHEN MING (US)
CHEN MING (US)
Application Number:
PCT/CN2019/105464
Publication Date:
May 22, 2020
Filing Date:
September 11, 2019
Export Citation:
Assignee:
GUANGDONG OPPO MOBILE TELECOMMUNICATIONS CORP LTD (CN)
International Classes:
H04N19/00; G06N3/04
Domestic Patent References:
| WO2018078213A1 | 2018-05-03 |
Foreign References:
| CN108701249A | 2018-10-23 | |||
| CN108304821A | 2018-07-20 | |||
| CN108460809A | 2018-08-28 | |||
| EP3401840A1 | 2018-11-14 |
Other References:
RYOHEI，KUGA ET AL.: "Multi-task Learning Using Multi-modal Encoder-Decoder Networks with Shared Skip Connections", 2017 IEEE INTERNATIONAL CONFERENCE ON COMPUTER VISION WORKSHOPS (ICCVW), 29 October 2017 (2017-10-29), pages 403 - 411, XP033303481, DOI: 20191113100531A
Attorney, Agent or Firm:
SHENZHEN ZHIQUAN INTELLECTUAL PROPERTY OFFICE (CN)
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