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...
2、T. Liu, Z. Yuan, J. Sun, J. Wang, N. Zheng, X. Tang, and H.-Y. Shum, “Learning to detect a salient object,” IEEE TPAMI, vol. 33, no. 2, pp. 353–367,2011. 3、R. Achanta, F. Estrada, P. Wils, and S. Süsstrunk, “Salient region detection and segmentation,” ...
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。
Salient object detection is an important task for both the human perception and computer vision applications. Contrary to the popular pixel- or superpixel-based salient object detection methods, we employ high quality segmentation to facilitate salient object detection in this paper. After segmenting the...
based object detection and per-pixel classification (semantic segmentation) algorithms are trained for detecting and classifying a predefined set of object ... Christiansen,Peter,Nielsen,... 被引量: 12发表: 2016年 Integrated Deep and Shallow Networks for Salient Object Detection The color images are...
We aim to provide a comprehensive review of the recent progress in salient object detection and situate this field among other closely related areas such as generic scene segmentation, object proposal generation, and saliency for fixation prediction. Covering 228 publications, we survey i) roots, ...
2017TIPDepth-Aware Salient Object Detection and Segmentation via Multiscale Discriminative Saliency Fusion and Bootstrap Learning Hangke Song, et al.Paper/Code 2017TIPEdge Preserving and Multi-Scale Contextual Neural Network for Salient Object Detection ...
• SU (Saliency unified: A deep architecture for simultaneous eye fixation prediction and salient object segmentation) 在分支网络中执行眼动点检测和SOD。 共享层学习捕获语义和全局上下文显著性特征。 分支层经过特殊训练,可以处理任务特定问题。 • ASNet (Salient object detection driven by fixati...