CNN-based encoder-decoder networks for salient object detection: A comprehensive review and recent advances
Published 2020 View Full Article
- Home
- Publications
- Publication Search
- Publication Details
Title
CNN-based encoder-decoder networks for salient object detection: A comprehensive review and recent advances
Authors
Keywords
Salient object detection, Encoder-decoder model, Pixel-level classification, Video saliency, Empirical study
Journal
INFORMATION SCIENCES
Volume 546, Issue -, Pages 835-857
Publisher
Elsevier BV
Online
2020-09-09
DOI
10.1016/j.ins.2020.09.003
References
Ask authors/readers for more resources
Related references
Note: Only part of the references are listed.- Survey on semantic segmentation using deep learning techniques
- (2019) Fahad Lateef et al. NEUROCOMPUTING
- Robust salient object detection for RGB images
- (2019) Zhengyi Liu et al. VISUAL COMPUTER
- Video Salient Object Detection via Fully Convolutional Networks
- (2018) Wenguan Wang et al. IEEE TRANSACTIONS ON IMAGE PROCESSING
- A Benchmark Dataset and Saliency-Guided Stacked Autoencoders for Video-Based Salient Object Detection
- (2018) Jia Li et al. IEEE TRANSACTIONS ON IMAGE PROCESSING
- Predicting Human Eye Fixations via an LSTM-Based Saliency Attentive Model
- (2018) Marcella Cornia et al. IEEE TRANSACTIONS ON IMAGE PROCESSING
- Deeply Supervised Salient Object Detection with Short Connections
- (2018) Qibin Hou et al. IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE
- DeepLab: Semantic Image Segmentation with Deep Convolutional Nets, Atrous Convolution, and Fully Connected CRFs
- (2018) Liang-Chieh Chen et al. IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE
- Salient Object Detection via Multi-Scale Attention CNN
- (2018) Yuzhu Ji et al. NEUROCOMPUTING
- Saliency Detection for Unconstrained Videos Using Superpixel-Level Graph and Spatiotemporal Propagation
- (2017) Zhi Liu et al. IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY
- Video Saliency Detection via Spatial-Temporal Fusion and Low-Rank Coherency Diffusion
- (2017) Chenglizhao Chen et al. IEEE TRANSACTIONS ON IMAGE PROCESSING
- STC: A Simple to Complex Framework for Weakly-Supervised Semantic Segmentation
- (2017) Yunchao Wei et al. IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE
- SegNet: A Deep Convolutional Encoder-Decoder Architecture for Image Segmentation
- (2017) Vijay Badrinarayanan et al. IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE
- Visual Saliency Detection Based on Multiscale Deep CNN Features
- (2016) Guanbin Li et al. IEEE TRANSACTIONS ON IMAGE PROCESSING
- DeepSaliency: Multi-Task Deep Neural Network Model for Salient Object Detection
- (2016) Xi Li et al. IEEE TRANSACTIONS ON IMAGE PROCESSING
- Salient Object Detection: A Benchmark
- (2015) Ali Borji et al. IEEE TRANSACTIONS ON IMAGE PROCESSING
- Global Contrast Based Salient Region Detection
- (2015) Ming-Ming Cheng et al. IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE
- Deep learning
- (2015) Yann LeCun et al. NATURE
- State-of-the-Art in Visual Attention Modeling
- (2012) Ali Borji et al. IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE
- Learning to Detect a Salient Object
- (2010) Tie Liu et al. IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE
Find the ideal target journal for your manuscript
Explore over 38,000 international journals covering a vast array of academic fields.
SearchBecome a Peeref-certified reviewer
The Peeref Institute provides free reviewer training that teaches the core competencies of the academic peer review process.
Get Started