Patent ID: 11893708
Assignee: BEIJING BAIDU NETCOM SCIENCE TECHNOLOGY CO., LTD.
Field: Computer technology (Electrical engineering)
Classification: CPC G | IPC G

Claim 10:
11. An image processing apparatus, comprising a processor and a memory for storing execution instructions that when executed by the processor cause the processor to perform steps in following modules:
a basic image feature obtaining module, which is configured to input a to-be-processed image into an encoding network to obtain a basic image feature, wherein the encoding network comprises at least two cascaded overlapping encoding sub-networks, wherein each overlapping encoding sub-network of the at least two overlapping encoding sub-networks performs encoding and fusion processing on input data of the each overlapping encoding sub-network at at least two resolutions; and
a target image feature obtaining module, which is configured to input the basic image feature into a decoding network to obtain a target image feature for pixel point classification, wherein the decoding network comprises at least one cascaded overlapping decoding sub-network, wherein each overlapping decoding sub-network of the at least one cascaded overlapping decoding sub-network performs decoding and fusion processing on input data of the each overlapping decoding sub-network at at least two resolutions.