Salient object segmentationBackground prior has been widely used in many salient object detection models with promising results. These methods assume that the image boundary is all background. Then, color feature based methods are used to extract the salient object. However, such assumption may be ...
Revisiting Salient Object Detection:Simultaneous Detection, Ranking, and Subitizing of Multiple Salient Objects Salient Object Detection: A Benchmark Salient Object Detection and Segmentation Salient Object Detection by Lossless Feature Reflection Salient Object Detection: A Discriminative Regional Feature Integrat...
“Salient object detection” or “salientobject segmentation” is commonly interpreted in computer vision as a process that includes two stages: 1) detecting themost salient object 2) segmenting the accurate region of that objec mostly area-based scores have been employed for model evaluation (e.g...
secrets of salient object segmentation. In CVPR, 2014. 1, 4 [24] N. Liu and J. Han. Dhsnet: Deep hierarchical saliency network for salient object detection. In CVPR, 2016. 1, 2, 3, 6, 7 [25] J. Long, E. Shelhamer, and T. Darrell. Fully convolutional networks for semantic segmen...
3、R. Achanta, F. Estrada, P. Wils, and S. Süsstrunk, “Salient region detection and segmentation,” in Comp. Vis. Sys., 2008. 该文章提出了一种使用亮度和颜色的低级特征来确定图像中的显著性区域的新方法。该方法快速、易于实现,并且能够生成和原始输入图像尺寸以及分辨率一致的显著图。
论文:《The Secrets of Salient Object Segmentation》 在注视预测实验中 显著性检测数据集之——显著物体检测 本文收集的显著性检测数据集包含两个部分:人眼关注点预测数据集(fixation prediction datasets)和显著物体检测数据集(salient object detection...图像提供了5名观测者的眼动数据.该数据集的主要任务是显著...
Since saliency models, whether they address segmentation or fixation prediction, both generate saliency maps; they are interchangeably applicable. The value of saliency detection methods lies in their applications in many fields including: object detection and recognition [30][9], image compression [59...
Salient Object Detection by Contextual Refinement Sayanti Bardhan Indian Institute of Technology Madras, Chennai 600036, India National Institute of Ocean Technology, Chennai 600100, India sayantibardhan@gmail.com Abstract Context plays an important role in the saliency predic- tion task. In...
On the other hand, we also introduce a new descriptor, called backgroundness, to discriminate the background from the object, which can be considered as a counterpart of the objectness descriptor [2]. 1.1. Related work The following gives a review of salient object detection (segmentation) ...
While on par with the best models on MSRA-5K dataset, our model wins over other models on our data highlighting a serious drawback of existing models, which is convoluting the processes of locating the most salient object and its segmentation. We also provide a review and statistical analysis...