| Seg-R1: Segmentation Can Be Surprisingly Simple with Reinforcement Learning | Jun 27, 2025 | Foreground Segmentationobject-detection | CodeCode Available | 2 |
| Lightweight RGB-D Salient Object Detection from a Speed-Accuracy Tradeoff Perspective | May 7, 2025 | object-detectionObject Detection | CodeCode Available | 1 |
| FLIM-based Salient Object Detection Networks with Adaptive Decoders | Apr 29, 2025 | object-detectionObject Detection | CodeCode Available | 0 |
| Visual Consensus Prompting for Co-Salient Object Detection | Apr 19, 2025 | Co-Salient Object Detectionobject-detection | CodeCode Available | 1 |
| Multi-level Cellular Automata for FLIM networks | Apr 15, 2025 | Salient Object Detection | —Unverified | 0 |
| Flyweight FLIM Networks for Salient Object Detection in Biomedical Images | Apr 15, 2025 | Decoderobject-detection | —Unverified | 0 |
| Uncertainty Guided Refinement for Fine-Grained Salient Object Detection | Apr 13, 2025 | object-detectionObject Detection | CodeCode Available | 1 |
| Saliency-Motion Guided Trunk-Collateral Network for Unsupervised Video Object Segmentation | Apr 8, 2025 | Optical Flow EstimationSalient Object Detection | —Unverified | 0 |
| KAN-SAM: Kolmogorov-Arnold Network Guided Segment Anything Model for RGB-T Salient Object Detection | Apr 8, 2025 | Diversityobject-detection | —Unverified | 0 |
| Hyperspectral Remote Sensing Images Salient Object Detection: The First Benchmark Dataset and Baseline | Apr 3, 2025 | object-detectionObject Detection | CodeCode Available | 1 |
| CFMD: Dynamic Cross-layer Feature Fusion for Salient Object Detection | Apr 2, 2025 | Computational EfficiencyFeature Importance | —Unverified | 0 |
| HSOD-BIT-V2: A New Challenging Benchmarkfor Hyperspectral Salient Object Detection | Mar 18, 2025 | Objectobject-detection | CodeCode Available | 0 |
| SSNet: Saliency Prior and State Space Model-based Network for Salient Object Detection in RGB-D Images | Mar 4, 2025 | object-detectionObject Detection | —Unverified | 0 |
| Unifying Light Field Perception with Field of Parallax | Mar 2, 2025 | Multi-Task Learningobject-detection | CodeCode Available | 0 |
| Geometry-Aware 3D Salient Object Detection Network | Feb 23, 2025 | Objectobject-detection | —Unverified | 0 |
| Multi-Task-oriented Nighttime Haze Imaging Enhancer for Vision-driven Measurement Systems | Feb 11, 2025 | Image Reconstructionobject-detection | CodeCode Available | 0 |
| Learning Motion and Temporal Cues for Unsupervised Video Object Segmentation | Jan 14, 2025 | Objectobject-detection | CodeCode Available | 1 |
| CPDR: Towards Highly-Efficient Salient Object Detection via Crossed Post-decoder Refinement | Jan 11, 2025 | Decoderobject-detection | —Unverified | 0 |
| FOCUS: Towards Universal Foreground Segmentation | Jan 9, 2025 | Camouflaged Object SegmentationDefocus Blur Detection | CodeCode Available | 2 |
| Boosting Salient Object Detection with Knowledge Distillated from Large Foundation Models | Jan 8, 2025 | Decoderobject-detection | —Unverified | 0 |
| Dual Mutual Learning Network with Global-local Awareness for RGB-D Salient Object Detection | Jan 3, 2025 | object-detectionObject Detection | CodeCode Available | 0 |
| Samba: A Unified Mamba-based Framework for General Salient Object Detection | Jan 1, 2025 | Mambaobject-detection | CodeCode Available | 2 |
| Spectrum-oriented Point-supervised Saliency Detector for Hyperspectral Images | Dec 24, 2024 | object-detectionObject Detection | CodeCode Available | 0 |
| Seamless Detection: Unifying Salient Object Detection and Camouflaged Object Detection | Dec 22, 2024 | DecoderObject | CodeCode Available | 1 |
| Alignment-Free RGB-T Salient Object Detection: A Large-scale Dataset and Progressive Correlation Network | Dec 19, 2024 | object-detectionObject Detection | CodeCode Available | 1 |
| Unconstrained Salient and Camouflaged Object Detection | Dec 14, 2024 | AttributeObject | —Unverified | 0 |
| Divide-and-Conquer: Confluent Triple-Flow Network for RGB-T Salient Object Detection | Dec 2, 2024 | object-detectionObject Detection | —Unverified | 0 |
| Deep Fourier-embedded Network for Bi-modal Salient Object Detection | Nov 27, 2024 | object-detectionObject Detection | CodeCode Available | 1 |
| Transforming Static Images Using Generative Models for Video Salient Object Detection | Nov 21, 2024 | object-detectionObject Detection | —Unverified | 0 |
| Instruction-Driven Fusion of Infrared-Visible Images: Tailoring for Diverse Downstream Tasks | Nov 14, 2024 | Infrared And Visible Image Fusionobject-detection | —Unverified | 0 |
| United Domain Cognition Network for Salient Object Detection in Optical Remote Sensing Images | Nov 11, 2024 | object-detectionObject Detection | CodeCode Available | 0 |
| LFSamba: Marry SAM with Mamba for Light Field Salient Object Detection | Nov 11, 2024 | Mambaobject-detection | CodeCode Available | 0 |
| Efficient Fourier Filtering Network with Contrastive Learning for UAV-based Unaligned Bi-modal Salient Object Detection | Nov 6, 2024 | Contrastive Learningobject-detection | CodeCode Available | 1 |
| Localization, balance and affinity: a stronger multifaceted collaborative salient object detector in remote sensing images | Oct 31, 2024 | object-detectionObject Detection | —Unverified | 0 |
| Part-Whole Relational Fusion Towards Multi-Modal Scene Understanding | Oct 19, 2024 | Autonomous Drivingobject-detection | CodeCode Available | 0 |
| MambaSOD: Dual Mamba-Driven Cross-Modal Fusion Network for RGB-D Salient Object Detection | Oct 19, 2024 | Mambaobject-detection | CodeCode Available | 1 |
| Robust Salient Object Detection on Compressed Images Using Convolutional Neural Networks | Sep 20, 2024 | Benchmarkingobject-detection | —Unverified | 0 |
| SSFam: Scribble Supervised Salient Object Detection Family | Sep 7, 2024 | DecoderObject | CodeCode Available | 1 |
| Pluralistic Salient Object Detection | Sep 4, 2024 | Mixture-of-ExpertsObject | —Unverified | 0 |
| CONDA: Condensed Deep Association Learning for Co-Salient Object Detection | Sep 2, 2024 | Co-Salient Object Detectionobject-detection | —Unverified | 0 |
| SODAWideNet++: Combining Attention and Convolutions for Salient Object Detection | Aug 29, 2024 | image-classificationImage Classification | CodeCode Available | 0 |
| Adapting Segment Anything Model to Multi-modal Salient Object Detection with Semantic Feature Fusion Guidance | Aug 27, 2024 | Decoderobject-detection | CodeCode Available | 1 |
| Depth-guided Texture Diffusion for Image Semantic Segmentation | Aug 17, 2024 | Objectobject-detection | —Unverified | 0 |
| SAM2-UNet: Segment Anything 2 Makes Strong Encoder for Natural and Medical Image Segmentation | Aug 16, 2024 | Image SegmentationMarine Animal Segmentation | CodeCode Available | 3 |
| Multi-Scale and Detail-Enhanced Segment Anything Model for Salient Object Detection | Aug 8, 2024 | object-detectionObject Detection | CodeCode Available | 2 |
| PGNeXt: High-Resolution Salient Object Detection via Pyramid Grafting Network | Aug 2, 2024 | 4k8k | —Unverified | 0 |
| PEEKABOO: Hiding parts of an image for unsupervised object localization | Jul 24, 2024 | Objectobject-detection | CodeCode Available | 0 |
| Improving Unsupervised Video Object Segmentation via Fake Flow Generation | Jul 16, 2024 | Objectobject-detection | —Unverified | 0 |
| CoLA: Conditional Dropout and Language-driven Robust Dual-modal Salient Object Detection | Jul 9, 2024 | CoLALanguage Modeling | CodeCode Available | 1 |
| FIPGNet:Pyramid grafting network with feature interaction strategies | Jul 4, 2024 | Objectobject-detection | —Unverified | 0 |
