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 …

Deep learning with image-based autism spectrum disorder analysis: A systematic review

MZ Uddin, MA Shahriar, MN Mahamood… - … Applications of Artificial …, 2024 - Elsevier
Autism spectrum disorder (ASD) is a collection of neuro-developmental disorders associated
with social, communicational, and behavioral difficulties. Early detection thereof is necessary …

Concealed object detection

DP Fan, GP Ji, MM Cheng… - IEEE transactions on …, 2021 - ieeexplore.ieee.org
We present the first systematic study on concealed object detection (COD), which aims to
identify objects that are visually embedded in their background. The high intrinsic similarities …

Hierarchical alternate interaction network for RGB-D salient object detection

G Li, Z Liu, M Chen, Z Bai, W Lin… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
Existing RGB-D Salient Object Detection (SOD) methods take advantage of depth cues to
improve the detection accuracy, while pay insufficient attention to the quality of depth …

Underwater scene prior inspired deep underwater image and video enhancement

C Li, S Anwar, F Porikli - Pattern recognition, 2020 - Elsevier
In underwater scenes, wavelength-dependent light absorption and scattering degrade the
visibility of images and videos. The degraded underwater images and videos affect the …

Interactive two-stream decoder for accurate and fast saliency detection

H Zhou, X **e, JH Lai, Z Chen… - Proceedings of the IEEE …, 2020 - openaccess.thecvf.com
Recently, contour information largely improves the performance of saliency detection.
However, the discussion on the correlation between saliency and contour remains scarce. In …

Few-shot object detection on remote sensing images

X Li, J Deng, Y Fang - IEEE Transactions on Geoscience and …, 2021 - ieeexplore.ieee.org
In this article, we deal with the problem of object detection on remote sensing images.
Previous researchers have developed numerous deep convolutional neural network (CNN) …

Rethinking RGB-D salient object detection: Models, data sets, and large-scale benchmarks

DP Fan, Z Lin, Z Zhang, M Zhu… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
The use of RGB-D information for salient object detection (SOD) has been extensively
explored in recent years. However, relatively few efforts have been put toward modeling …

Video understanding with large language models: A survey

Y Tang, J Bi, S Xu, L Song, S Liang, T Wang… - arxiv preprint arxiv …, 2023 - arxiv.org
With the burgeoning growth of online video platforms and the escalating volume of video
content, the demand for proficient video understanding tools has intensified markedly. Given …

JL-DCF: Joint learning and densely-cooperative fusion framework for RGB-D salient object detection

K Fu, DP Fan, GP Ji, Q Zhao - Proceedings of the IEEE/CVF …, 2020 - openaccess.thecvf.com
This paper proposes a novel joint learning and densely-cooperative fusion (JL-DCF)
architecture for RGB-D salient object detection. Existing models usually treat RGB and depth …