2017. Instance-level salient object segmentation. In Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition. 247-256.Guanbin Li, Yuan Xie, Liang Lin, and Yizhou Yu. Instance-level salient object segmentation. 2017 IEEE Conference on Computer Vision and Pattern Recognition (...
文章认为个体级别是下一步需要关注和解决的问题,把salient instance segmentation问题分解为3个子任务:1)生成pixel-level的saliency mask(用网络来产生). 2)检测出显著性目标实例的contour,也就是边界检测. 3)找出显著性个体实例,通过产生一些object proposal来做到。最后,基于CRF做微调细节。 提出了MSRNet网络,既能做...
Instance-level salient object segmentation Image saliency detection has recently achieved great success due to the development of deep convolutional neural networks. However, most of the existing sa... G Li,P Yan,Y Xie,... - 《Computer Vision & Image Understanding》 被引量: 0发表: 2021年 Pan...
Salient instance segmentation via subitizing and clustering Neurocomputing (2020) F. Gurkan et al. Integration of regularized l1 tracking and instance segmentation for video object tracking Neurocomputing (2021) X. Huang et al. Weakly supervised segmentation via instance-aware propagation Neurocomputing ...
Yan, X., Chen, Z., Wu, Q.M.J., Lu, M., Sun, L.: 3mnet: multi-task, multi-level and multi-channel feature aggregation network for salient object detection. Mach. Vis. Appl. 32(2), 1–13 (2021) Article Google Scholar Kirillov, A., Girshick, R.B., He, K., Dollár, P...
[21] adds the level set energy in the loss function and uses a CNN to directly predict the level set function for salient object detection. Recent works also utilize motion of pixels for segmentation, which shares similarities with level set evolution. [27] employs dee...
Salient Instance Segmentation with Region and Box-level AnnotationsChuanbo ChenHe TangJialun PeiTianyang Cheng
Used as a data augmentation method, it improves the performanceand generalization of the state-of-the-art salient object detection, semantic segmentation and object detection models. By redrawingall privacy-sensitive instances (people, license plates, etc.),the method is also applicable for data ...