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-T image analysis technology and application: A survey

K Song, Y Zhao, L Huang, Y Yan, Q Meng - Engineering Applications of …, 2023‏ - Elsevier
Abstract RGB-Thermal infrared (RGB-T) image analysis has been actively studied in recent
years. In the past decade, it has received wide attention and made a lot of important …

Pugan: Physical model-guided underwater image enhancement using gan with dual-discriminators

R Cong, W Yang, W Zhang, C Li… - … on Image Processing, 2023‏ - ieeexplore.ieee.org
Due to the light absorption and scattering induced by the water medium, underwater images
usually suffer from some degradation problems, such as low contrast, color distortion, and …

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 …

Decoupling and integration network for camouflaged object detection

X Zhou, Z Wu, R Cong - IEEE Transactions on Multimedia, 2024‏ - ieeexplore.ieee.org
Recently, camouflaged object detection (COD), which suffers from numerous challenges
such as low contrast between camouflaged objects and background and large variations of …

PSNet: Parallel symmetric network for video salient object detection

R Cong, W Song, J Lei, G Yue, Y Zhao… - IEEE Transactions on …, 2022‏ - ieeexplore.ieee.org
For the video salient object detection (VSOD) task, how to excavate the information from the
appearance modality and the motion modality has always been a topic of great concern. The …

Orsi salient object detection via bidimensional attention and full-stage semantic guidance

Y Gu, H Xu, Y Quan, W Chen… - IEEE Transactions on …, 2023‏ - ieeexplore.ieee.org
The application of optical remote sensing images (ORSIs) is prevalent in many fields.
Accordingly, ORSI-oriented salient object detection (SOD) has attracted more attention in …

Heterogeneous fusion and integrity learning network for RGB-D salient object detection

H Gao, Y Su, F Wang, H Li - ACM Transactions on Multimedia …, 2024‏ - dl.acm.org
While significant progress has been made in recent years in the field of salient object
detection, there are still limitations in heterogeneous modality fusion and salient feature …

Transformer fusion and pixel-level contrastive learning for RGB-D salient object detection

J Wu, F Hao, W Liang, J Xu - IEEE Transactions on Multimedia, 2023‏ - ieeexplore.ieee.org
Current RGB-D salient object detection (RGB-D SOD) methods mainly develop a
generalizable model trained by binary cross-entropy (BCE) loss based on convolutional or …