Semantic and Instance-Aware Pixel-Adaptive Convolution for Panoptic Segmentation

Although the weight-sharing property of convolution is one of the major reasons for the success of convolution neural networks, the content-agnostic operation is insufficient for several tasks requiring content-adaptive processing, including panoptic segmentation. Inspired by several recent works on...

Full description

Bibliographic Details

Published in:	2023 IEEE International Conference on Image Processing (ICIP) pp. 16 - 20
Main Authors:	Song, Sumin, Sagong, Min-Cheol, Jung, Seung-Won, Ko, Sung-Jea
Format:	Conference Proceeding
Language:	English
Published:	IEEE 08.10.2023
Subjects:	Convolution Feature extraction Instance segmentation Kernel Neural networks panoptic segmentation pixel-adaptive convolution Semantic segmentation Semantics Task analysis
Online Access:	Get full text
Tags:	Add Tag No Tags, Be the first to tag this record!