Salient object detection techniques in computer vision—A survey

AK Gupta, A Seal, M Prasad, P Khanna - Entropy, 2020 - mdpi.com
Detection and localization of regions of images that attract immediate human visual attention
is currently an intensive area of research in computer vision. The capability of automatic …

MEANet: An effective and lightweight solution for salient object detection in optical remote sensing images

B Liang, H Luo - Expert Systems with Applications, 2024 - Elsevier
Salient object detection in optical remote sensing images (RSI-SOD) aims to segment
objects that attract human attention in optical RSIs. With the tremendous success of full …

Predicting human eye fixations via an lstm-based saliency attentive model

M Cornia, L Baraldi, G Serra… - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
Data-driven saliency has recently gained a lot of attention thanks to the use of convolutional
neural networks for predicting gaze fixations. In this paper, we go beyond standard …

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) …

RRNet: Relational reasoning network with parallel multiscale attention for salient object detection in optical remote sensing images

R Cong, Y Zhang, L Fang, J Li, Y Zhao… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
Salient object detection (SOD) for optical remote sensing images (RSIs) aims at locating and
extracting visually distinctive objects/regions from the optical RSIs. Since some saliency …

Multiscale feature enhancement network for salient object detection in optical remote sensing images

Z Wang, J Guo, C Zhang, B Wang - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Salient object detection (SOD) in optical remote sensing images (RSIs) is a valuable and
challenging task. Although many SOD methods for RSIs have been proposed, there are still …

Consistent video saliency using local gradient flow optimization and global refinement

W Wang, J Shen, L Shao - IEEE Transactions on Image …, 2015 - ieeexplore.ieee.org
We present a novel spatiotemporal saliency detection method to estimate salient regions in
videos based on the gradient flow field and energy optimization. The proposed gradient flow …

Nested network with two-stream pyramid for salient object detection in optical remote sensing images

C Li, R Cong, J Hou, S Zhang, Y Qian… - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
Arising from the various object types and scales, diverse imaging orientations, and cluttered
backgrounds in optical remote sensing image (RSI), it is difficult to directly extend the …

Cluster-based co-saliency detection

H Fu, X Cao, Z Tu - IEEE Transactions on Image Processing, 2013 - ieeexplore.ieee.org
Co-saliency is used to discover the common saliency on the multiple images, which is a
relatively underexplored area. In this paper, we introduce a new cluster-based algorithm for …

Saliency-aware video compression

H Hadizadeh, IV Bajić - IEEE Transactions on Image …, 2013 - ieeexplore.ieee.org
In region-of-interest (ROI)-based video coding, ROI parts of the frame are encoded with
higher quality than non-ROI parts. At low bit rates, such encoding may produce attention …