Pixels, regions, and objects: Multiple enhancement for salient object detection

Y Wang, R Wang, X Fan, T Wang… - Proceedings of the …, 2023 - openaccess.thecvf.com
Salient object detection (SOD) aims to mimic the human visual system (HVS) and cognition
mechanisms to identify and segment salient objects. However, due to the complexity of …

I can find you! boundary-guided separated attention network for camouflaged object detection

H Zhu, P Li, H Xie, X Yan, D Liang, D Chen… - Proceedings of the …, 2022 - ojs.aaai.org
Can you find me? By simulating how humans to discover the so-called'perfectly'-
camouflaged object, we present a novel boundary-guided separated attention network (call …

HRTransNet: HRFormer-driven two-modality salient object detection

B Tang, Z Liu, Y Tan, Q He - … on Circuits and Systems for Video …, 2022 - ieeexplore.ieee.org
The High-Resolution Transformer (HRFormer) can maintain high-resolution representation
and share global receptive fields. It is friendly towards salient object detection (SOD) in …

Boosting broader receptive fields for salient object detection

M Ma, C Xia, C Xie, X Chen, J Li - IEEE Transactions on Image …, 2023 - ieeexplore.ieee.org
Salient Object Detection has boomed in recent years and achieved impressive performance
on regular-scale targets. However, existing methods encounter performance bottlenecks in …

Deep texture-aware features for camouflaged object detection

J Ren, X Hu, L Zhu, X Xu, Y Xu, W Wang… - … on Circuits and …, 2021 - ieeexplore.ieee.org
Camouflaged object detection is a challenging task that aims to identify objects having
similar texture to the surroundings. This paper presents to amplify the subtle texture …

ORSI salient object detection via multiscale joint region and boundary model

Z Tu, C Wang, C Li, M Fan, H Zhao… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
Salient object detection (SOD) in optical remote sense images (ORSIs) is a valuable and
challenging task. The factors in ORSI, such as background clutter, lighting shadows, imaging …

CFIDNet: Cascaded feature interaction decoder for RGB-D salient object detection

T Chen, X Hu, J Xiao, G Zhang, S Wang - Neural computing and …, 2022 - Springer
Compared with RGB salient object detection (SOD) methods, RGB-D SOD models show
better performance in many challenging scenarios by leveraging spatial information …

Exploring dense context for salient object detection

H Mei, Y Liu, Z Wei, D Zhou, X Wei… - … on Circuits and …, 2021 - ieeexplore.ieee.org
Contexts play an important role in salient object detection (SOD). High-level contexts
describe the relations between different parts/objects and thus are helpful for discovering the …

Progressive dual-attention residual network for salient object detection

L Zhang, Q Zhang, R Zhao - … on Circuits and Systems for Video …, 2022 - ieeexplore.ieee.org
Due to the rapid development of deep learning, the performance of salient object detection
has been constantly refreshed. Nevertheless, it is still challenging for existing methods to …

Salient objects in clutter

DP Fan, J Zhang, G Xu, MM Cheng… - IEEE transactions on …, 2022 - ieeexplore.ieee.org
In this paper, we identify and address a serious design bias of existing salient object
detection (SOD) datasets, which unrealistically assume that each image should contain at …