Instance-level salient object segmentation

G Li, Y Xie, L Lin, Y Yu - Proceedings of the IEEE …, 2017 - openaccess.thecvf.com
salient object instances, we generate 800 salient object proposals for any given image. We
discard those proposals with fewer than 80% salient … inside a detected salient region. Given …

Learning to detect instance-level salient objects using complementary image labels

X Tian, K Xu, X Yang, B Yin, RWH Lau - International Journal of Computer …, 2022 - Springer
… By predicting the number of salient objects, we may use it as a global supervision … segment
these salient objects in instance-level (f), by learning to identify the correct number of salient

S4net: Single stage salient-instance segmentation

R Fan, MM Cheng, Q Hou, TJ Mu… - Proceedings of the …, 2019 - openaccess.thecvf.com
… In this paper, we present a single stage salientinstance segmentation framework, which is
able to segment instance-level salient objects in real time. The key novelties include (i) the …

Semantic instance meets salient object: Study on video semantic salient instance segmentation

TN Le, A Sugimoto - 2019 IEEE Winter Conference on …, 2019 - ieeexplore.ieee.org
… semantic instance segmentation and salient object segmentation to eventually fuse them for
… To achieve this semantic-instance level segmentation of salient regions, we aim to jointly …

Unsupervised Salient Instance Detection

X Tian, K Xu, R Lau - … of the IEEE/CVF Conference on …, 2024 - openaccess.thecvf.com
… Learning to detect instance-level salient objects using complementary image labels. IJCV,
2022. 1, 2, 6, 7, 8 [63] Huy V Vo, Francis Bach, Minsu Cho, Kai Han, Yann LeCun, Patrick …

Object counting and instance segmentation with image-level supervision

H Cholakkal, G Sun, FS Khan… - Proceedings of the IEEE …, 2019 - openaccess.thecvf.com
… common object counting, our ILC supervised approach outperforms state-of-the-art instance-level
… Reducing object count supervision for salient object subitizing was investigated in [31]. …

Salient instance segmentation via subitizing and clustering

J Pei, H Tang, C Liu, C Chen - Neurocomputing, 2020 - Elsevier
… attention: instance-level salient object segmentation (or salient instance segmentation for …
In the future, we plan to expand the instance-level salient object datasets and produce more …

Transformer-based efficient salient instance segmentation networks with orientative query

J Pei, T Cheng, H Tang, C Chen - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
instancelevel model although they used proposals instead of pixel-level masks. Two years
later, Li et al. [8] formally proposed the concept of instance-level salient object segmentation

SCG: Saliency and contour guided salient instance segmentation

N Liu, W Zhao, L Shao, J Han - IEEE Transactions on Image …, 2021 - ieeexplore.ieee.org
… However, for the SIS task, we need to segment generic salient objects. It is often hard to …
and fed into the network to obtain the instance-level segmentation results, which costs 0.083s. …

Deep salient object detection with contextual information guidance

Y Liu, J Han, Q Zhang, C Shan - IEEE Transactions on Image …, 2019 - ieeexplore.ieee.org
… coarsely predicted the salient object, deeper-level side outputs can provide a guidance for
shallower-level feature maps to learn more accurate properties of the salient object. In turn, …