CNN-based encoder-decoder networks for salient object detection: A comprehensive review and recent advances

Y Ji, H Zhang, Z Zhang, M Liu - Information Sciences, 2021 - Elsevier
Convolutional neural network (CNN)-based encoder-decoder models have profoundly
inspired recent works in the field of salient object detection (SOD). With the rapid …

Learning in audio-visual context: A review, analysis, and new perspective

Y Wei, D Hu, Y Tian, X Li - arXiv preprint arXiv:2208.09579, 2022 - arxiv.org
Sight and hearing are two senses that play a vital role in human communication and scene
understanding. To mimic human perception ability, audio-visual learning, aimed at …

A survey of deep learning-based object detection

L Jiao, F Zhang, F Liu, S Yang, L Li, Z Feng… - IEEE access, 2019 - ieeexplore.ieee.org
Object detection is one of the most important and challenging branches of computer vision,
which has been widely applied in people's life, such as monitoring security, autonomous …

Medical image analysis based on deep learning approach

M Puttagunta, S Ravi - Multimedia tools and applications, 2021 - Springer
Medical imaging plays a significant role in different clinical applications such as medical
procedures used for early detection, monitoring, diagnosis, and treatment evaluation of …

Shifting more attention to video salient object detection

DP Fan, W Wang, MM Cheng… - Proceedings of the IEEE …, 2019 - openaccess.thecvf.com
The last decade has witnessed a growing interest in video salient object detection (VSOD).
However, the research community long-term lacked a well-established VSOD dataset …

Review of visual saliency detection with comprehensive information

R Cong, J Lei, H Fu, MM Cheng, W Lin… - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
The visual saliency detection model simulates the human visual system to perceive the
scene and has been widely used in many vision tasks. With the development of acquisition …

ASIF-Net: Attention steered interweave fusion network for RGB-D salient object detection

C Li, R Cong, S Kwong, J Hou, H Fu… - IEEE transactions on …, 2020 - ieeexplore.ieee.org
Salient object detection from RGB-D images is an important yet challenging vision task,
which aims at detecting the most distinctive objects in a scene by combining color …

Motion guided attention for video salient object detection

H Li, G Chen, G Li, Y Yu - Proceedings of the IEEE/CVF …, 2019 - openaccess.thecvf.com
Video salient object detection aims at discovering the most visually distinctive objects in a
video. How to effectively take object motion into consideration during video salient object …

Exploring rich and efficient spatial temporal interactions for real-time video salient object detection

C Chen, G Wang, C Peng, Y Fang… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
We have witnessed a growing interest in video salient object detection (VSOD) techniques
in today's computer vision applications. In contrast with temporal information (which is still …

Flow guided recurrent neural encoder for video salient object detection

G Li, Y Xie, T Wei, K Wang… - Proceedings of the IEEE …, 2018 - openaccess.thecvf.com
Image saliency detection has recently witnessed significant progress due to deep
convolutional neural networks. However, extending state-of-the-art saliency detectors from …