/ORSI-SOD_Summary

Read list for deep learning based Salient Object Detection in Optical Remote Sensing Images

Salient Object Detection in Optical Remote Sensing Images Read List

❗ ORSI SOD: Add one IEEE TCAS-II paper.

🏃 Keep updating. 🏃

Content:

  1. ORSI Salient Object Detection
  2. Related Survery
  3. ORSI-SOD datasets download
  4. Evaluation Metrics

ORSI Salient Object Detection

2024

No. Pub. Title Links
01 CVIU Transformer with Large Convolution Kernel Decoder Network for Salient Object Detection in Optical Remote Sensing Images Paper/Code
02 IEEE TGRS ORSI Salient Object Detection via Progressive Semantic Flow and Uncertainty-aware Refinement Paper/Code
03 IEEE GRSL Global-Local Semantic Interaction Network for Salient Object Detection in Optical Remote Sensing Images with Scribble Supervision Paper/Code
04 Remote Sensing Global and Multiscale Aggregate Network for Saliency Object Detection in Optical Remote Sensing Images Paper/Code
05 IEEE TGRS ASNet: Adaptive Semantic Network Based on Transformer-CNN for Salient Object Detection in Optical Remote Sensing Images Paper/Code
06 IEEE JSTARS Adaptive Dual-Stream Sparse Transformer Network for Salient Object Detection in Optical Remote Sensing Images Paper/Code
07 Applied Intelligence One-stop Multiscale Reconciliation Attention Network with Scribble Supervision for Salient Object Detection in Optical Remote Sensing Images Paper/Code
08 IEEE TGRS Exploiting Memory-based Cross-Image Contexts for Salient Object Detection in Optical Remote Sensing Images Paper/Code
09 IEEE TCAS-II Texture-Semantic Collaboration Network for ORSI Salient Object Detection Paper/Code
🚩10 IEEE JSTARS Progressive Complementation Network With Semantics and Details for Salient Object Detection in Optical Remote Sensing Images Paper/Code
🚩11 IEEE TGRS Towards Integrity and Detail with Ensemble Learning for Salient Object Detection in Optical Remote Sensing Images Paper/Code
🚩12 IEEE TGRS Multi-scale and Multi-dimensional Weighted Network for Salient Object Detection in Optical Remote Sensing Images Paper/Code
🚩13 IEEE GRSL PRNet: Parallel Refinement Network with Group Feature Learning for Salient Object Detection in Optical Remote Sensing Images Paper/Code
🚩14 Entropy Global Semantic-Sense Aggregation Network for Salient Object Detection in Remote Sensing Images Paper/Code

2023

No. Pub. Title Links
01 IEEE TGRS Lightweight Salient Object Detection in Optical Remote-Sensing Images via Semantic Matching and Edge Alignment Paper/Code
02 IEEE TGRS Adaptive Spatial Tokenization Transformer for Salient Object Detection in Optical Remote Sensing Images Paper/Code
03 IEEE TGRS ORSI Salient Object Detection via Bidimensional Attention and Full-Stage Semantic Guidance Paper/Code
04 arxiv Dual Feedback Attention Framework via Boundary-Aware Auxiliary and Progressive Semantic Optimization for Salient Object Detection in Optical Remote Sensing Imagery Paper/Code
05 ISPRS JP&RS Global-Local-Global Context-aware Network for Salient Object Detection in Optical Remote Sensing Images Paper/Code
06 IEEE GRSL ORSI Salient Object Detection via Cross-Scale Interaction and Enlarged Receptive Field Paper/Code
07 IEEE TGRS Boundary-Aware Network with Two-Stage Partial Decoders for Salient Object Detection in Remote Sensing Images RSISOD Paper/Code
08 IEEE TGRS Distilling Knowledge from Super Resolution for Efficient Remote Sensing Salient Object Detection Paper/Code
09 The Visual Computer Multitask Learning for Image Translation and Salient Object Detection from Multimodal Remote Sensing Images Paper/Code
10 Neural Computing and Applications Transformer Guidance Dual-stream Network for Salient Object Detection in Optical Remote Sensing Images Paper/Code
11 IEEE TGRS Adjacent Complementary Network for Salient Object Detection in Optical Remote Sensing Images Paper/Code
12 IEEE TCSVT Edge and Skeleton Guidance Network for Salient Object Detection in Optical Remote Sensing Images Paper/Code
13 IEEE IGARSS RSSOD-Bench: A Large-scale Benchmark Dataset for Salient Object Detection in Optical Remote Sensing Imagery RSSOD-Bench Paper/Code
14 IEEE Sensors Journal Multi-scale Feature Aggregation Network for Salient Object Detection in Optical Remote Sensing Images Paper/Code
15 IEEE JSTARS An Important Pick-and-Pass Gated Refinement Network for Salient Object Detection in Optical Remote Sensing Images Paper/Code
16 Expert Systems with Applications MEANet: An Effective and Lightweight Solution for Salient Object Detection in Optical Remote Sensing Images Paper/Code
17 IEEE TGRS Progressive Context-aware Dynamic Network for Salient Object Detection in Optical Remote Sensing Images Paper/Code
18 Neurocomputing Aggregating Transformers and CNNs for Salient Object Detection in Optical Remote Sensing Images Paper/Code
19 Sensors Alignment Integration Network for Salient Object Detection and Its Application for Optical Remote Sensing Images Paper/Code
20 arxiv Defense against Adversarial Cloud Attack on Remote Sensing Salient Object Detection Paper/Code
21 IEEE JSTARS Semantic-Edge Interactive Network for Salient Object Detection in Optical Remote Sensing Images Paper/Code
22 IEEE TGRS Transcending Pixels: Boosting Saliency Detection via Scene Understanding from Aerial Imagery Paper/Code
23 IEEE GRSL Uncertainty-Aware Graph Reasoning with Global Collaborative Learning for Remote Sensing Salient Object Detection Paper/Code
24 IEEE TGRS Adaptive Edge-aware Semantic Interaction Network for Salient Object Detection in Optical Remote Sensing Images Paper/Code
25 IEEE TGRS CRNet: Channel-enhanced Remodeling-based Network for Salient Object Detection in Optical Remote Sensing Images Paper/Code
26 ICANN X-shape Feature Expansion Network for Salient Object Detection in Optical Remote Sensing Images Paper/Code
27 IEEE TIP Salient Object Detection in Optical Remote Sensing Images Driven by Transformer Paper/Code
28 Remote Sensing TCM-Net: Mixed Global–Local Learning for Salient Object Detection in Optical Remote Sensing Images Paper/Code
29 International Journal of Remote Sensing Bidirectional Mutual Guidance Transformer for Salient Object Detection in Optical Remote Sensing Images Paper/Code
30 IET IP CSFFNet: Lightweight Cross-Scale Feature Fusion Network for Salient Object Detection in Optical Remote Sensing Images Paper/Code
31 IEEE TGRS Boundary-Semantic Collaborative Guidance Network With Dual-Stream Feedback Mechanism for Salient Object Detection in Optical Remote Sensing Imagery Paper/Code

2022

No. Pub. Title Links
01 IEEE TGRS Lightweight Salient Object Detection in Optical Remote Sensing Images via Feature Correlation Paper/Code
02 IEEE TGRS Global Perception Network for Salient Object Detection in Remote Sensing Images Paper/Code
03 IEEE GRSL Fully Squeezed Multi-Scale Inference Network for Fast and Accurate Saliency Detection in Optical Remote-Sensing Images Paper/Code
04 IEEE TCYB Adjacent Context Coordination Network for Salient Object Detection in Optical Remote Sensing Images Paper/Code
05 IEEE TCYB Edge-guided Recurrent Positioning Network for Salient Object Detection in Optical Remote Sensing Images Paper/Code
06 IEEE ICPR A Lightweight Multi-Scale Context Network for Salient Object Detection in Optical Remote Sensing Images Paper/Code
07 IEEE TGRS Hybrid Feature Aligned Network for Salient Object Detection in Optical Remote Sensing Imagery Paper/Code
08 ICANN Attention Guided Network for Salient Object Detection in Optical Remote Sensing Images Paper/Code
09 ISPRS JP&RS Scribble-based Boundary-aware Network for Weakly Supervised Salient Object in Remote Sensing Images Paper/Code
10 Applied Intelligence Scribble-attention Hierarchical Network for Weakly Supervised Salient Object Detection in Optical Remote Sensing Images Paper/Code
11 IEEE TGRS Progressive Attention-Based Feature Recovery With Scribble Supervision for Saliency Detection in Optical Remote Sensing Image Paper/Code
12 IET IP Two-stage Local Attention Network for Salient Object Detection in Remote Sensing Images Paper/Code
13 ICFEICT Contextual Attention Enhanced Network for Salient Object Detection in Optical Remote Sensing Images Paper/Code
14 Electronics Boundary-Aware Salient Object Detection in Optical Remote-Sensing Images Paper/Code
15 JRS Attention-based Pyramid Decoder Network for Salient Object Detection in Remote Sensing Images Paper/Code
16 IEEE TGRS Multiscale Feature Enhancement Network for Salient Object Detection in Optical Remote Sensing Images Paper/Code

2021

No. Pub. Title Links
01 IEEE TGRS Salient Object Detection Based on Progressively Supervised Learning for Remote Sensing Images Paper/Code
02 IEEE TIP Dense Attention Fluid Network for Salient Object Detection in Optical Remote Sensing Images EORSSD Paper/Code
03 Remote Sensing Semantic-Guided Attention Refinement Network for Salient Object Detection in Optical Remote Sensing Images Paper/Code
04 PRCV GGRNet: Global Graph Reasoning Network for Salient Object Detection in Optical Remote Sensing Images Paper/Code
05 IEEE TGRS Edge-Aware Multiscale Feature Integration Network for Salient Object Detection in Optical Remote Sensing Images Paper/Code
06 IEEE TGRS ORSI Salient Object Detection via Multiscale Joint Region and Boundary Model ORSI-4199 Paper/Code
07 IEEE TGRS RRNet: Relational Reasoning Network with Parallel Multi-scale Attention for Salient Object Detection in Optical Remote Sensing Images Paper/Code
08 IGARSS Multi-Scale Feedback Convolutional Sparse Coding Network for Saliency Detection in Remote Sensing Images Paper/Code
09 IEEE TGRS Multi-Content Complementation Network for Salient Object Detection in Optical Remote Sensing Images Paper/Code

2020

No. Pub. Title Links
01 Neurocomputing A Parallel Down-up Fusion Network for Salient Object Detection in Optical Remote Sensing Images Paper/Code
02 ICCWAMTIP Deep Convolutional Sparse Coding Network for Salient Object Detection in VHR Remote Sensing Images Paper/Code

2019

No. Pub. Title Links
01 IEEE TGRS Nested Network with Two-Stream Pyramid for Salient Object Detection in Optical Remote Sensing Images ORSSD Paper/Code

Traditional methods

No. Pub. Title Links
01 IEEE GRSL Airport Extraction via Complementary Saliency Analysis and Saliency-Oriented Active Contour Model Paper/Code
02 Remote Sensing Unsupervised Saliency Model with Color Markov Chain for Oil Tank Detection Paper/Code
03 IJRS Saliency Detection based on Self-adaptive Multiple Feature Fusion for Remote Sensing Images Paper/Code
04 PR Contrast-weighted Dictionary Learning based Saliency Detection for VHR Optical Remote Sensing Images Paper/Code
🚩 05 IEEE GRSL Joint Space–Frequency for Saliency Detection in Optical Remote Sensing Images Paper/Code
🚩 06 IEEE JSTARS Visual Saliency Detection in High-Resolution Remote Sensing Images Using Object-Oriented Random Walk Model Paper/Code

Related Survery

ORSI-SOD datasets download

Evaluation Metrics