Advances in deep concealed scene understanding

DP Fan, GP Ji, P Xu, MM Cheng, C Sakaridis… - Visual Intelligence, 2023 - Springer
Concealed scene understanding (CSU) is a hot computer vision topic aiming to perceive
objects exhibiting camouflage. The current boom in terms of techniques and applications …

RGB-D salient object detection: A survey

T Zhou, DP Fan, MM Cheng, J Shen, L Shao - Computational Visual Media, 2021 - Springer
Salient object detection, which simulates human visual perception in locating the most
significant object (s) in a scene, has been widely applied to various computer vision tasks …

Vscode: General visual salient and camouflaged object detection with 2d prompt learning

Z Luo, N Liu, W Zhao, X Yang… - Proceedings of the …, 2024 - openaccess.thecvf.com
Salient object detection (SOD) and camouflaged object detection (COD) are related yet
distinct binary map** tasks. These tasks involve multiple modalities sharing …

Suppress and balance: A simple gated network for salient object detection

X Zhao, Y Pang, L Zhang, H Lu, L Zhang - … 28, 2020, proceedings, part II 16, 2020 - Springer
Most salient object detection approaches use U-Net or feature pyramid networks (FPN) as
their basic structures. These methods ignore two key problems when the encoder …

[HTML][HTML] Coarse-to-fine video instance segmentation with factorized conditional appearance flows

Z Qin, X Lu, X Nie, D Liu, Y Yin, W Wang - IEEE/CAA Journal of …, 2023 - ieee-jas.net
We introduce a novel method using a new generative model that automatically learns
effective representations of the target and background appearance to detect, segment and …

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 …

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 …

Salient object detection in the deep learning era: An in-depth survey

W Wang, Q Lai, H Fu, J Shen, H Ling… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
As an essential problem in computer vision, salient object detection (SOD) has attracted an
increasing amount of research attention over the years. Recent advances in SOD are …

A survey on deep learning technique for video segmentation

T Zhou, F Porikli, DJ Crandall… - IEEE transactions on …, 2022 - ieeexplore.ieee.org
Video segmentation—partitioning video frames into multiple segments or objects—plays a
critical role in a broad range of practical applications, from enhancing visual effects in movie …

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 …