A comprehensive survey on video saliency detection with auditory information: the audio-visual consistency perceptual is the key!

C Chen, M Song, W Song, L Guo… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Video saliency detection (VSD) aims at fast locating the most attractive
objects/things/patterns in a given video clip. Existing VSD-related works have mainly relied …

Mffnet: Multi-modal feature fusion network for vdt salient object detection

B Wan, X Zhou, Y Sun, T Wang, C Lv… - IEEE Transactions …, 2023 - ieeexplore.ieee.org
This article discusses the limitations of single-and two-modal salient object detection (SOD)
methods and the emergence of multi-modal SOD techniques that integrate Visible, Depth, or …

Adaptive spatial tokenization transformer for salient object detection in optical remote sensing images

L Gao, B Liu, P Fu, M Xu - IEEE Transactions on Geoscience …, 2023 - ieeexplore.ieee.org
Convolutional neural network (CNN)-based salient object detection (SOD) models have
achieved promising performance in optical remote sensing images (ORSIs) in recent years …

[HTML][HTML] Exploring the efficacy and comparative analysis of one-stage object detectors for computer vision: a review

AA Mustapha, MS Yoosuf - Multimedia Tools and Applications, 2023 - Springer
One-stage object detection is a technique that uses a single deep neural network to detect
objects in an image or video. This method trains the network from start to end to recognize …

[HTML][HTML] Thermal images-aware guided early fusion network for cross-illumination RGB-T salient object detection

H Wang, K Song, L Huang, H Wen, Y Yan - Engineering Applications of …, 2023 - Elsevier
RGB-T salient object detection (SOD) has been developed rapidly and achieved excellent
results in recent years. However, some problems have not yet been solved. The current RGB …

[HTML][HTML] Motion Context guided Edge-preserving network for video salient object detection

K Huang, C Tian, Z Xu, N Li, JCW Lin - Expert Systems with Applications, 2023 - Elsevier
Video salient object detection targets at extracting the most conspicuous objects in a video
sequence, which facilitate various video processing tasks, eg, video compression, video …

[HTML][HTML] TSVT: Token Sparsification Vision Transformer for robust RGB-D salient object detection

L Gao, B Liu, P Fu, M Xu - Pattern Recognition, 2024 - Elsevier
Visual transformer-based salient object detection (SOD) models have attracted increasing
research attention. However, the existing transformer-based RGB-D SOD models usually …

[HTML][HTML] CrossFormer: Cross-guided attention for multi-modal object detection

S Lee, J Park, J Park - Pattern Recognition Letters, 2024 - Elsevier
Object detection is one of the essential tasks in a variety of real-world applications such as
autonomous driving and robotics. In a real-world scenario, unfortunately, there are …

Bidirectional mutual guidance transformer for salient object detection in optical remote sensing images

K Huang, C Tian, G Li - International Journal of Remote Sensing, 2023 - Taylor & Francis
Salient object detection in optical remote sensing images presents great challenges due to
the characteristics of remote sensing images such as cluttered background, varying object …

Quasi-equilibrium feature pyramid network for salient object detection

Y Song, H Tang, M Zhao, N Sebe… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Modern saliency detection models are based on the encoder-decoder framework and they
use different strategies to fuse the multi-level features between the encoder and decoder to …