Salient Object Detection in Optical & Hyperspectral Remote Sensing Images
May 8, 2026 · View on GitHub
:heavy_exclamation_mark: ORSI&HRSI SOD: Add HRSI SOD.
:running: Keep updating. :running:
Content:
- ORSI Salient Object Detection
- HRSI Salient Object Detection
- Related Survery
- ORSI-SOD datasets download
- HRSI-SOD datasets download
- Evaluation Metrics
ORSI Salient Object Detection
2026
| No. | Pub. | Title | Links |
|---|---|---|---|
| 01 | Optics & Laser Technology | EAFBSNet: Edge-Aware and Foreground-Background Separation Network for Salient Object Detection in Optical Remote Sensing Images | Paper/Code |
| 02 | IEEE JSTARS | HAWKSight: Hierarchical Attention-Driven Weighted Kernel Network for Aerial Salient Object Detection | Paper/Code |
| 03 | IEEE GRSL | ORSI Salient Object Detection via Progressive Interaction and Saliency-Guided Enhancement | Paper/Code |
| 04 | IEEE TCSVT | Mamba-driven Diffusion Model for Salient Object Detection in Optical Remote Sensing Images | Paper/Code |
| 05 | AAAI | Small but Mighty: Dynamic Wavelet Expert-Guided Fine-Tuning of Large-Scale Models for Optical Remote Sensing Object Segmentation | Paper/Code |
| 06 | IEEE GRSL | Fixation-Guided Diffusion for Salient Object Detection in Optical Remote Sensing Images | Paper/Code |
| 07 | IEEE TCSVT | G2HFNet: GeoGran-Aware Hierarchical Feature Fusion Network for Salient Object Detection in Optical Remote Sensing Images | Paper/Code |
| 08 | Remote Sensing | Salient Object Detection for Optical Remote Sensing Images Based on Gated Differential Unit | Paper/Code |
| 09 | Expert Systems with Applications | Explicitly Learning Semantic Relevance for Salient Object Detection in Remote Sensing Images | Paper/Code |
| 10 | Photogrammetric Engineering & Remote Sensing | Probabilistic Uncertainty-Guided Salient Object Detection in Remote Sensing Images | Paper/Code |
| 11 | IEEE TGRS | DeSPAR: Depth-Guided Semantic-Prompted Adaptive Refinement for ORSI Salient Object Detection | Paper/Code |
| 12 | Expert Systems with Applications | Interactive Edge Awareness Network for Salient Object Detection in Optical Remote Sensing Images | Paper/Code |
| 13 | IEEE TCYB | Learning Conditional Diffusion Transformer for Salient Object Detection in Optical Remote Sensing Images | Paper/Code |
| 14 | IEEE TGRS | Lightweight Dual Correlation Variance Compensation for Salient Object Detection in Optical Remote Sensing Images | Paper/Code |
| 15 | IEEE TGRS | Lightweight ORSI Salient Object Detection via Frequency and Mutual Assistance Attention | Paper/Code |
| :triangular_flag_on_post:16 | IEEE ICME | ORSIFlow: Saliency-Guided Rectified Flow for Optical Remote Sensing Salient Object Detection | Paper/Code |
| :triangular_flag_on_post:17 | Remote Sensing | Cooperative Hybrid Domain Network for Salient Object Detection in Optical Remote Sensing Images | Paper/Code |
| :triangular_flag_on_post:18 | IEEE ICASSP | LSAFE: Edge-Guided Lightweight Network for Remote Sensing Salient Object Detection Via Dynamic Multi-Scale Fusion | Paper/Code |
| :triangular_flag_on_post:19 | IEEE ICASSP | A Wavelet-Based Network with Multi-Scale Feature Complementarity Enhancement for Salient Object Detection in Optical Remote Sensing Images | Paper/Code |
| :triangular_flag_on_post:20 | IEEE TGRS | Unleashing the Potential of Segment Anything Model 2 for Efficient ORSI Salient Object Detection | Paper/Code |
2025
| No. | Pub. | Title | Links |
|---|---|---|---|
| 01 | Remote Sensing | Progressive Self-Prompting Segment Anything Model for Salient Object Detection in Optical Remote Sensing Images | Paper/Code |
| 02 | Neurocomputing | DKETFormer: Salient Object Detection in Optical Remote Sensing Images based on Discriminative Knowledge Extraction and Transfer | Paper/Code |
| 03 | IEEE JSTARS | Progressive Enhancement of Foreground Features for Salient Object Detection in Optical Remote Sensing Images | Paper/Code |
| 04 | Remote Sensing | A Lightweight Semantic- and Graph-Guided Network for Advanced Optical Remote Sensing Image Salient Object Detection | Paper/Code |
| 05 | Pattern Recognition | Optical Remote Sensing Image Salient Object Detection via Bidirectional Cross-attention and Attention Restoration | Paper/Code |
| 06 | IEEE TGRS | A Lightweight Multi-Stream Framework for Salient Object Detection in Optical Remote Sensing | Paper/Code |
| 07 | IEEE Access | EMHANet: Lightweight Salient Object Detection for Remote Sensing Images via Edge-Aware Multiscale Feature Fusion | Paper/Code |
| 08 | IEEE TGRS | Rethinking Masked Autoencoder for Salient Object Detection in Optical Remote Sensing Images from a Pseudo Image Pretraining Perspective | Paper/Code |
| 09 | DSP | Salient Object Detection in Optical Remote Sensing Images Based on Hybrid Edge Fusion Perception | Paper/Code |
| 10 | Sensors | MCFNet: Multi-Scale Contextual Fusion Network for Salient Object Detection in Optical Remote Sensing Images | Paper/Code |
| 11 | Remote Sensing | TSFANet: Trans-Mamba Hybrid Network with Semantic Feature Alignment for Remote Sensing Salient Object Detection | Paper/Code |
| 12 | Image and Vision Computing | Consensus Exploration and Detail Perception for Co-Salient Object Detection in Optical Remote Sensing Images | Paper/Code |
| 13 | ISPRS JP&RS | Saliency Supervised Masked Autoencoder Pretrained Salient Location Mining Network for Remote Sensing Image Salient Object Detection | Paper/Code |
| 14 | IEEE TGRS | ORSIDiff: Diffusion Model for Salient Object Detection in Optical Remote Sensing Images | Paper/Code |
| 15 | IEEE TGRS | Local–Global Information Perception Network for Salient Object Detection in Optical Remote Sensing Images | Paper/Code |
| 16 | Remote Sensing | IEAM: Integrating Edge Enhancement and Attention Mechanism with Multi-Path Complementary Features for Salient Object Detection in Remote Sensing Images | Paper/Code |
| 17 | ICMR | Direction-aware Attention and Semantic Guidance Network for Salient Object Detection in Optical Remote Sensing Images | Paper/Code |
| 18 | IJCAI | Dual-Perspective United Transformer for Object Segmentation in Optical Remote Sensing Images | Paper/Code |
| 19 | IEEE TGRS | Exploring a Lightweight and Efficient Network for Salient Object Detection in ORSI | Paper/Code |
| 20 | ICIC | Feature-Augmented Segment Anything Model for Salient Object Detection in Optical Remote Sensing Images | Paper/Code |
| 21 | AIRSA | HFDANet: A Hierarchical Feature and Dual-Branch Adaptive Refinement Network for Salient Object Detection in Optical Remote Sensing Images | Paper/Code |
| 22 | IEEE JSTARS | PIFRNet: Position Information Guided Feature Reconstruction Network for Salient Object Detection in Remote Sensing Images | Paper/Code |
| 23 | IEEE TGRS | Multistrategy Region and Boundary Interaction Network for Salient Object Detection in Optical Remote Sensing Images | Paper/Code |
| 24 | IEEE TGRS | Lightweight Edge-Aware Mamba-Fusion Network for Weakly Supervised Salient Object Detection in Optical Remote Sensing Images | Paper/Code |
| 25 | arxiv | GCRPNet: Graph-Enhanced Contextual and Regional Perception Network For Salient Object Detection in Optical Remote Sensing Images | Paper/Code |
| 26 | IEEE JSTARS | Prompt-Driven Multi-Task Learning with Task Tokens for ORSI Salient Object Detection | Paper/Code |
| 27 | ESWA | Incorporating Estimated Depth Maps and Multi-modal Pretraining to Improve Salient Object Detection in Optical Remote Sensing Images | Paper/Code |
| 28 | IEEE TGRS | Advancing Segment Anything Model for Efficient Salient Object Detection in Remote Sensing Images | Paper/Code |
| 29 | IEEE JSTARS | Robust Salient Object Detection in Optical Remote Sensing Images Via Multiscale Contextual Attention and Feature Enhancement | Paper/Code |
| 30 | IEEE GRSL | Multimodal-Guided Transformer Architecture for Remote Sensing Salient Object Detection | Paper/Code |
| 31 | Optics & Laser Technology | Multi-Scale Attention Coordination Network for Remote Sensing Image Salient Object Detection | Paper/Code |
| 32 | IEEE TGRS | Structured Cross-Resolution Distillation for Remote Sensing Salient Object Detection | Paper/Code |
| 33 | IEEE TGRS | Adversarial Robust Salient Object Detection in Optical Remote Sensing Images With Implicit Feature Enhancement | Paper/Code |
| 34 | DSP | Edge Semantic Collaboration Network for Salient Object Detection in Optical Remote Sensing Images | Paper/Code |
| 35 | Journal of Computational Design and Engineering | ScribbleSAM: Weakly Supervised Salient Object Detection and Localization in Remote Sensing Images using Transformer and Segment Anything Model | Paper/Code |
| 36 | Journal of Physics: Conference Series | Multi-scale Dynamic Convolution and Attention-Guided Network for Salient Object Detection in Optical Remote Sensing Images | Paper/Code |
| 37 | IEEE TCYB | Cross-Model Nested Fusion Network for Salient Object Detection in Optical Remote Sensing Images | Paper/Code |
| 38 | IEEE TGRS | Topology-Aware Hierarchical Mamba for Salient Object Detection in Remote Sensing Imagery | Paper/Code |
| 39 | EAAI | Semantic Awareness Aggregation for Salient Object Detection in Remote Sensing Images | Paper/Code |
| 40 | IEEE TGRS | RDNet: Region Proportion-Aware Dynamic Adaptive Salient Object Detection Network in Optical Remote Sensing Images | Paper/Code |
| 41 | ACM MM | Frequency Meets Semantics: Text-Visual Fusion with Directional Spectral Enhancement for Salient Object Detection in Optical Remote Sensing Images | Paper/Code |
| 42 | ICIG | EMANet: Edge-Enhanced Multi-scale Attention Network for Salient Object Detection in Optical Remote Sensing Imagery | Paper/Code |
| 43 | IEEE TGRS | Edge-Guided Refinement Network with Similarity Perception for Salient Object Detection in Optical Remote Sensing Images | Paper/Code |
| 44 | ESWA | Cos-UMamba: Optimizing Salient Object Detection with Cosine Scanning and Bias-Corrected Feature Fusion in Optical Remote Sensing Images | Paper/Code |
| 45 | J. Imaging | Salient Object Detection in Optical Remote Sensing Images Based on Hierarchical Semantic Interaction | Paper/Code |
| 46 | Photogrammetric Engineering & Remote Sensing | Probabilistic Uncertainty-Guided Salient Object Detection in Remote Sensing Images | Paper/Code |
| 47 | IEEE TGRS | DiffORSINet: Salient Object Detection in Optical Remote Sensing Images via Conditional Diffusion Model | Paper/Code |
| 48 | ESWA | Multi-source Information Fusion Attention Network for Weakly Supervised Salient Object Detection in Optical Remote Sensing Images | Paper/Code |
| 49 | IEEE TGRS | DINet: Depth-Guided and Iterative Refinement Network for Salient Object Detection in Optical Remote Sensing Images | Paper/Code |
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 |
| 18 | IEEE JSTARS | Multilevel Interactive Reverse Guided Network for Salient Object Detection in Optical Remote Sensing Images | Paper/Code |
| 19 | IEEE TGRS | Recurrent Adaptive Graph Reasoning Network with Region and Boundary Interaction for Salient Object Detection in Optical Remote Sensing Images | Paper/Code |
| 20 | IEEE JSTARS | Spatial Attention Feedback Iteration for Lightweight Salient Object Detection in Optical Remote Sensing Images | Paper/Code |
| 21 | IEEE TGRS | Heterogeneous Feature Collaboration Network for Salient Object Detection in Optical Remote Sensing Images | Paper/Code |
| 22 | Remote Sensing | Global Context Relation-Guided Feature Aggregation Network for Salient Object Detection in Optical Remote Sensing Images | Paper/Code |
| 23 | JVCI | GINet: Graph Interactive Network with Semantic-guided Spatial Refinement for Salient Object Detection in Optical Remote Sensing Images | Paper/Code |
| 24 | IEEE IGARSS | Edge Complementary Multi-Scale Aggregation Network for Salient Object Detection in Optical Remote Sensing Images | Paper/Code |
| 25 | Electronics | Dual-Stream Feature Collaboration Perception Network for Salient Object Detection in Remote Sensing Images | Paper/Code |
| 26 | Expert Systems with Applications | Multi–source Information Fusion Attention Network for Weakly Supervised Salient Object Detection in Optical Remote Sensing Images | Paper/Code |
| 27 | IEEE TGRS | Localization, Balance and Affinity: A Stronger Multifaceted Collaborative Salient Object Detector in Remote Sensing Images | Paper/Code |
| 28 | IEEE TGRS | Lightweight Progressive Multi-level Feature Collaborative Network for Remote Sensing Image Salient Object Detection | Paper/Code |
| 29 | IEEE TGRS | Bi-Branch Multiscale Feature Joint Network for ORSI Salient Object Detection in Adverse Weather Conditions | Paper/Code |
| 30 | IEEE GRSL | Dynamic Context Coordination for Salient Object Detection in Optical Remote Sensing Images | Paper/Code |
| 31 | IEEE TGRS | United Domain Cognition Network for Salient Object Detection in Optical Remote Sensing Images | Paper/Code |
| 32 | The Visual Computer | Enhanced Salient Object Detection in Remote Sensing Images via Dual-stream Semantic Interactive Network | Paper/Code |
| 33 | IEEE TGRS | Learning to Adapt Using Test-Time Images for Salient Object Detection in Optical Remote Sensing Images | Paper/Code |
| 34 | IEEE TGRS | Speed-oriented Lightweight Salient Object Detection in Optical Remote Sensing Images | Paper/Code |
| 35 | Electronics | Lightweight Multi-Scale Feature Fusion Network for Salient Object Detection in Optical Remote Sensing Images | Paper/Code |
| 36 | IEEE TGRS | LSHNet: Leveraging Structure-Prior With Hierarchical Features Updates for Salient Object Detection in Optical Remote Sensing Images | Paper/Code |
| 37 | ISAPE | B2Net: Body and Boundary Learning for Salient Object Detection in Remote Sensing Images | Paper/Code |
| 38 | IEEE ROBIO | Enhanced Salient Object Detection in Remote Sensing Images Using Intra-Class and Inter-Class Attention with Pyramid Vision Transformers | Paper/Code |
| 39 | IEEE WACV | Defense against Adversarial Cloud Attack on Remote Sensing Salient Object Detection | 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 | IEEE JSTARS | Semantic-Edge Interactive Network for Salient Object Detection in Optical Remote Sensing Images | Paper/Code |
| 21 | IEEE TGRS | Transcending Pixels: Boosting Saliency Detection via Scene Understanding from Aerial Imagery | Paper/Code |
| 22 | IEEE GRSL | Uncertainty-Aware Graph Reasoning with Global Collaborative Learning for Remote Sensing Salient Object Detection | Paper/Code |
| 23 | IEEE TGRS | Adaptive Edge-aware Semantic Interaction Network for Salient Object Detection in Optical Remote Sensing Images | Paper/Code |
| 24 | IEEE TGRS | CRNet: Channel-enhanced Remodeling-based Network for Salient Object Detection in Optical Remote Sensing Images | Paper/Code |
| 25 | ICANN | X-shape Feature Expansion Network for Salient Object Detection in Optical Remote Sensing Images | Paper/Code |
| 26 | IEEE TIP | Salient Object Detection in Optical Remote Sensing Images Driven by Transformer | Paper/Code |
| 27 | Remote Sensing | TCM-Net: Mixed Global–Local Learning for Salient Object Detection in Optical Remote Sensing Images | Paper/Code |
| 28 | International Journal of Remote Sensing | Bidirectional Mutual Guidance Transformer for Salient Object Detection in Optical Remote Sensing Images | Paper/Code |
| 29 | IET IP | CSFFNet: Lightweight Cross-Scale Feature Fusion Network for Salient Object Detection in Optical Remote Sensing Images | Paper/Code |
| 30 | 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 |
HRSI Salient Object Detection
2025
| No. | Pub. | Title | Links |
|---|---|---|---|
| :triangular_flag_on_post:1 | IEEE TGRS | Hyperspectral Remote Sensing Images Salient Object Detection: The First Benchmark Dataset and Baseline HRSSD | Paper/Code |
| :triangular_flag_on_post:2 | ICONIP | Enhancing Hyperspectral Remote Salient Object Detection via Spectral Recalibration, Multi-scale Decoding, and Global Context Modeling | Paper/Code |
Related Survery
- Comprehensive Survery of SOD
- RGB SOD Survery
- Video Saliency Survery
- RGB-D SOD Survery
- RGB-T SOD Survery
- COD Survery
ORSI-SOD datasets download
- 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.
HRSI-SOD datasets download
- HRSSD dataset: 704 images, training:testing=5:2.
Evaluation Metrics
- Saliency maps evaluation tool1 or evaluation tool2, including S-measure, F-measure, E-measure, MAE scores and PR curves.