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 …

Video summarization using deep neural networks: A survey

E Apostolidis, E Adamantidou, AI Metsai… - Proceedings of the …, 2021 - ieeexplore.ieee.org
Video summarization technologies aim to create a concise and complete synopsis by
selecting the most informative parts of the video content. Several approaches have been …

Edge-guided recurrent positioning network for salient object detection in optical remote sensing images

X Zhou, K Shen, L Weng, R Cong… - IEEE Transactions …, 2022 - ieeexplore.ieee.org
Optical remote sensing images (RSIs) have been widely used in many applications, and one
of the interesting issues about optical RSIs is the salient object detection (SOD). However …

Review of visual saliency detection with comprehensive information

R Cong, J Lei, H Fu, MM Cheng, W Lin… - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
The visual saliency detection model simulates the human visual system to perceive the
scene and has been widely used in many vision tasks. With the development of acquisition …

Survey of compressed domain video summarization techniques

M Basavarajaiah, P Sharma - ACM Computing Surveys (CSUR), 2019 - dl.acm.org
Video summarization is the method of extracting key frames or clips from a video to generate
a synopsis of the content of the video. Generally, video is compressed before storing or …

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 …

A novel key-frames selection framework for comprehensive video summarization

C Huang, H Wang - IEEE Transactions on Circuits and Systems …, 2019 - ieeexplore.ieee.org
Video summarization (VSUMM) has become a popular method in processing massive video
data. The key point of VSUMM is to select the key frames to represent the effective contents …

A parallel down-up fusion network for salient object detection in optical remote sensing images

C Li, R Cong, C Guo, H Li, C Zhang, F Zheng, Y Zhao - Neurocomputing, 2020 - Elsevier
The diverse spatial resolutions, various object types, scales and orientations, and cluttered
backgrounds in optical remote sensing images (RSIs) challenge the current salient object …

Key-frame extraction techniques: A review

MK Asha Paul, J Kavitha… - Recent Patents on …, 2018 - ingentaconnect.com
Background: The massive database of videos is growing day by day in this era. Analyzing
such huge data is always a time-consuming process. The effective use of video content …

Video summarization based on feature fusion and data augmentation

T Psallidas, E Spyrou - Computers, 2023 - mdpi.com
During the last few years, several technological advances have led to an increase in the
creation and consumption of audiovisual multimedia content. Users are overexposed to …