Salient object detection via multiple instance joint re-learning

G Ma, C Chen, S Li, C Peng, A Hao… - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
In recent years deep neural networks have been widely applied to visual saliency detection
tasks with remarkable detection performance improvements. As for the salient object …

CF‐based optimisation for saliency detection

Y Niu, W Lin, X Ke - IET Computer Vision, 2018 - Wiley Online Library
In view of the observation that saliency maps generated by saliency detection algorithms
usually show similarity imperfection against the ground truth, the authors propose an …

Co-saliency detection via integration of multi-layer convolutional features and inter-image propagation

J Ren, Z Liu, X Zhou, C Bai, G Sun - Neurocomputing, 2020 - Elsevier
Convolutional neural networks have been successfully applied to detect salient objects in an
image. However, how to better use convolutional features for co-saliency detection, which is …

Saliency integration driven by similar images

J Ren, Z Liu, X Zhou, G Sun, C Bai - Journal of Visual Communication and …, 2018 - Elsevier
This paper proposes a saliency integration approach via the use of similar images to elevate
saliency detection performance. Given the input image, a group of similar images are first …

Exemplar-based image saliency and co-saliency detection

R Huang, W Feng, Z Wang, Y Xing, Y Zou - Neurocomputing, 2020 - Elsevier
Image saliency and co-saliency detection that aim to detect salient objects in an image or
common salient objects in a group of images are import in computer vision. Researchers …

[HTML][HTML] 基于显著图融合的高分四号卫星光学遥感图像多运动舰船检测方法

王晓辉, 胡玉新, 吕鹏 - 2021 - html.rhhz.net
高分四号(GF-4) 卫星是目前世界上分辨率最高的静止轨道光学遥感卫星, 它具有高时间分辨率,
高空间分辨率和大成像幅宽等优点, 可对指定区域进行连续观测. 提出一种适用于GF-4 …

Co-saliency detection based on convolutional neural network and global optimization

Z WU, J WANG, L HU, C TIAN, M ZENG, L DU - 电子与信息学报, 2018 - jeit.ac.cn
To solve the problems in current co-saliency detection algorithms, a novel co-saliency
detection algorithm is proposed which applies fully convolution neural network and global …

[PDF][PDF] 基于卷积神经网络与全局优化的协同显著性检测

吴泽民, 王军, 胡磊, 田畅, 曾明勇, 杜麟 - 电子与信息学报, 2018 - jeit.ac.cn
针对目前协同显著性检测问题中存在的协同性较差, 误匹配和复杂场景下检测效果不佳等问题,
该文提出一种基于卷积神经网络与全局优化的协同显著性检测算法. 首先基于VGG16Net …

Real-time saliency detection for greyscale and colour images

JF Shi, S Ulrich, S Ruel - The Visual Computer, 2021 - Springer
Unsupervised salient image generation without the aid of prior assumptions has many
applications in computer vision. We present three unique real-time saliency generation …

An Image Saliency Detection Method Based on Combining Global and Local Information

H Yang, Y Gong, K Wang - Mathematical Problems in …, 2022 - Wiley Online Library
In the field of computer vision, image saliency target detection can not only improve the
accuracy of image detection but also accelerate the speed of image detection. In order to …