Awesome
Salient Object Detection in Optical Remote Sensing Images Read List
:heavy_exclamation_mark: ORSI SOD: Add one IEEE TGRS paper.
:running: Keep updating. :running:
Content:
- <a href="#ORSI Salient Object Detection"> ORSI Salient Object Detection </a>
- <a href="#Related Survey"> Related Survery </a>
- <a href="#ORSI-SOD datasets download"> ORSI-SOD datasets download </a>
- <a href="#Evaluation Metrics"> Evaluation Metrics </a>
ORSI Salient Object Detection <a id="ORSI Salient Object Detection" class="anchor" href="ORSI Salient Object Detection" aria-hidden="true"><span class="octicon octicon-link"></span></a>
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 |
| 15 | Journal of the Indian Society of Remote Sensing | Salient Object Detection in Optical Remote Sensing Images Based on Global Context Mixed Attention | Paper/Code |
| 16 | IEEE TMM | Deeply Hybrid Contrastive Learning Based on Semantic Pseudo-Label for Salient Object Detection in Optical Remote Sensing Images | Paper/Code |
| 17 | IEEE TGRS | A Robust Adversarial Defense Algorithm for Enhancing Salient Object Detection in Remote Sensing Image | Paper/Code |
| :triangular_flag_on_post:18 | IEEE JSTARS | Multilevel Interactive Reverse Guided Network for Salient Object Detection in Optical Remote Sensing Images | Paper/Code |
| :triangular_flag_on_post:19 | IEEE TGRS | Recurrent Adaptive Graph Reasoning Network with Region and Boundary Interaction for Salient Object Detection in Optical Remote Sensing Images | Paper/Code |
| :triangular_flag_on_post:20 | IEEE JSTARS | Spatial Attention Feedback Iteration for Lightweight Salient Object Detection in Optical Remote Sensing Images | Paper/Code |
| :triangular_flag_on_post:21 | IEEE TGRS | Heterogeneous Feature Collaboration Network for Salient Object Detection in Optical 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 |
| :triangular_flag_on_post: 05 | IEEE GRSL | Joint Space–Frequency for Saliency Detection in Optical Remote Sensing Images | Paper/Code |
| :triangular_flag_on_post: 06 | IEEE JSTARS | Visual Saliency Detection in High-Resolution Remote Sensing Images Using Object-Oriented Random Walk Model | Paper/Code |
Related Survery <a id="Related Survery" class="anchor" href="Related Survery" aria-hidden="true"><span class="octicon octicon-link"></span></a>
- Comprehensive Survery of SOD
- RGB SOD Survery
- Video Saliency Survery
- RGB-D SOD Survery
- RGB-T SOD Survery
- COD Survery
ORSI-SOD datasets download <a id="ORSI-SOD datasets download" class="anchor" href="ORSI-SOD datasets download" aria-hidden="true"><span class="octicon octicon-link"></span></a>
- ORSSD dataset: 600 training, 200 testing.
- EORSSD dataset: 1400 training, 600 testing.
- ORSI-4199 dataset (Code: fy06): 2000 training, 2199 testing.
- RSISOD dataset: 3784 training, 1270 testing.
- RSSOD-Bench dataset: 3000 training, 600 validation, 2400 testing.
Evaluation Metrics <a id="Evaluation Metrics" class="anchor" href="Evaluation Metrics" aria-hidden="true"><span class="octicon octicon-link"></span></a>
- Saliency maps evaluation tool<sup>1<sup> or evaluation tool<sup>2<sup>, including S-measure, F-measure, E-measure, MAE scores and PR curves.