Most CoSOD datasets tend tofocus on the appearance-similarity between objects to identify the co-salient object across multiple images. However, this leads to data selection bias [Salient objects in clutter: Bringing salient object detection to the foreground], [Unbiased look at dataset bias] and ...
this leads to data selection bias [Salient objects in clutter: Bringing salient object detection to the foreground], [Unbiased look at dataset bias] and is not always appropriate,since, in real-world applications, the salient objects in a
4.HeadAttention(HA)module 5.Global Context Flow (GCF) moduleRe-thinkingCo-SalientObjectDetection1.First, we construct a challengingCoSOD3kdataset, with more realistic settings. 2.CoEG-Net3 显著性目标检测代码全汇总!(包含2D、3D、4D以及Video) ...
Code for "Re-thinking Co-Salient Object Detection" IEEE TPAMI2021. Pipeline Stage 1 1.1 Environments (Caffe && Matlab) The caffe package is borrowed from https://github.com/BVLC/caffe 1.2 Pre-trained models in Caffe: VGG16 model on ImageNet: models/deploy_vgg16CAM.prototxt weights:[http:/...
The proposed KSORA can not only strengthen the saliency value of the local key salient object but also ensure global saliency consistency. Results on three benchmark datasets suggest that our model has the capability of improving the detection accuracy on complex scenes. The significant performance ...
RENet: Rectangular convolution pyramid and edge enhancement network for salient object detection of pavement cracksPavement crack detectionRectangular convolution pyramidHierarchical feature fusion refinementBoundary refinementAutomatic pavement crack detection is still a challenge due to road markings, rain traces...
RGB-D Salient Object DetectionDeep LearningEfficiencyExisting artificial neural network-based methodologies for salient object detection in RGB-depth (RGB-D) images typically require significant memory and computation time. In this paper, we propose ReBiT-Net, an novel and resource-efficient network ...
“I was thinking today how the tinnitus has become less noticeable during the day. Enjoyed water sound more than tinnitus. Like the idea of sound covering up tinnitus. Tinnitus is not unnoticeable, just acceptable—more relaxed and readier to try ongoing management.” ...