Research progress of automated visual surface defect detection for industrial metal planar materials

X Fang, Q Luo, B Zhou, C Li, L Tian - Sensors, 2020 - mdpi.com
The computer-vision-based surface defect detection of metal planar materials is a research
hotspot in the field of metallurgical industry. The high standard of planar surface quality in …

A brief survey of visual saliency detection

I Ullah, M Jian, S Hussain, J Guo, H Yu, X Wang… - Multimedia Tools and …, 2020 - Springer
Salient object detection models mimic the behavior of human beings and capture the most
salient region/object from the images or scenes, this field contains many important …

Non-local deep features for salient object detection

Z Luo, A Mishra, A Achkar, J Eichel… - Proceedings of the …, 2017 - openaccess.thecvf.com
Saliency detection aims to highlight the most relevant objects in an image. Methods using
conventional models struggle whenever salient objects are pictured on top of a cluttered …

RGBD salient object detection via deep fusion

L Qu, S He, J Zhang, J Tian, Y Tang… - IEEE transactions on …, 2017 - ieeexplore.ieee.org
Numerous efforts have been made to design various low-level saliency cues for RGBD
saliency detection, such as color and depth contrast features as well as background and …

Cube padding for weakly-supervised saliency prediction in 360 videos

HT Cheng, CH Chao, JD Dong… - Proceedings of the …, 2018 - openaccess.thecvf.com
Automatic saliency prediction in 360 videos is critical for viewpoint guidance applications
(eg, Facebook 360 Guide). We propose a spatial-temporal network which is (1) …

Deep level sets for salient object detection

P Hu, B Shuai, J Liu, G Wang - Proceedings of the IEEE …, 2017 - openaccess.thecvf.com
Deep learning has been applied to saliency detection in recent years. The superior
performance has proved that deep networks can model the semantic properties of salient …

RGB-T image saliency detection via collaborative graph learning

Z Tu, T Xia, C Li, X Wang, Y Ma… - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
Image saliency detection is an active research topic in the community of computer vision and
multimedia. Fusing complementary RGB and thermal infrared data has been proven to be …

Deep 360 pilot: Learning a deep agent for piloting through 360 sports videos

HN Hu, YC Lin, MY Liu, HT Cheng… - … IEEE Conference on …, 2017 - ieeexplore.ieee.org
Watching a 360° sports video requires a viewer to continuously select a viewing angle,
either through a sequence of mouse clicks or head movements. To relieve the viewer from …

A coarse-to-fine model for rail surface defect detection

H Yu, Q Li, Y Tan, J Gan, J Wang… - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
Computer vision systems have attracted much attention in recent years for use in detecting
surface defects on rails; however, accurate and efficient recognition of possible defects …

Viewing behavior supported visual saliency predictor for 360 degree videos

Y Zhu, G Zhai, Y Yang, H Duan, X Min… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
In virtual reality (VR), correct and precise estimations of user's visual fixations and head
movements can enhance the quality of experience by allocating more computation …