Salient Object Detection: Integrate Salient Features in the Deep Learning Framework
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Summary
A novel method to integrate the salient features into the deep learning framework, and design a parallel multi-scale structure of the neural network to enhance the ability to detect salient objects.
- Type
- article
- Published
- 2019-10-17
- Cited by
- 13
- References
- 33
- Access
- Open access
- OpenAlex
- https://openalex.org/W2981000764
- Semantic Scholar
- https://api.semanticscholar.org/CorpusID:207757907
Keywords
Salient, Computer science, Artificial intelligence, Object detection, Deep learning
References
- Visual saliency based on multiscale deep features
- Saliency-aware geodesic video object segmentation
- Hierarchical Saliency Detection
- Seam Carving for Content-Aware Image Resizing
- Global contrast based salient region detection
- Saliency Detection via Graph-Based Manifold Ranking
- Saliency Optimization from Robust Background Detection
- The Secrets of Salient Object Segmentation
- A Model of Saliency-Based Visual Attention for Rapid Scene Analysis
- An Integrated Model of Top-Down and Bottom-Up Attention for Optimizing Detection Speed
- Learning to Detect A Salient Object
- Deep Contrast Learning for Salient Object Detection
- Learning Deep Features for Discriminative Localization
- DHSNet: Deep Hierarchical Saliency Network for Salient Object Detection
- Salient Object Detection: A Discriminative Regional Feature Integration Approach
- Deeply Supervised Salient Object Detection with Short Connections
- Saliency-Based Lesion Segmentation Via Background Detection in Dermoscopic Images
- Instance-Level Salient Object Segmentation
- Grad-CAM: Visual Explanations from Deep Networks via Gradient-Based Localization
- Integrated deep and shallow networks for salient object detection
Cited by
- Hierarchical Feature Fusion Network for Salient Object Detection
- SODA²:Salient Object Detection With Structure-Adaptive & Scale-Adaptive Receptive Field
- Deep Learning based Face Mask Recognition System -A Review
- Salient object detection based on adaptive recalibration technique through deep network
- A Robust Saliency Integrated Method for Monocular Motion Estimation
- Review of Wide-Baseline Stereo Image Matching Based on Deep Learning
- Transformer-based difference fusion network for RGB-D salient object detection
- Important Region Estimation Using Image Captioning
- Automated patient localization in challenging hospital environments
- Data and Model Uncertainty Aware Salient Object Detection
- Spatial attention guided cGAN for improved salient object detection
- A Unified Framework for Dangerous Situation Detection by Integrating Weapon Detection and Distressed Face Analysis
- A Novel Fusion Framework for Salient Object Detection Based on Support Vector Regression
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