| FOCUS: Towards Universal Foreground Segmentation | Jan 9, 2025 | Camouflaged Object SegmentationDefocus Blur Detection | CodeCode Available | 2 |
| PartSTAD: 2D-to-3D Part Segmentation Task Adaptation | Jan 11, 2024 | 3D Part SegmentationForeground Segmentation | CodeCode Available | 2 |
| Seg-R1: Segmentation Can Be Surprisingly Simple with Reinforcement Learning | Jun 27, 2025 | Foreground Segmentationobject-detection | CodeCode Available | 2 |
| Explicit Visual Prompting for Low-Level Structure Segmentations | Mar 20, 2023 | Camouflaged Object SegmentationDefocus Blur Detection | CodeCode Available | 2 |
| Explicit Visual Prompting for Universal Foreground Segmentations | May 29, 2023 | Camouflaged Object SegmentationDefocus Blur Detection | CodeCode Available | 2 |
| Visual Prompting via Image Inpainting | Sep 1, 2022 | ColorizationEdge Detection | CodeCode Available | 2 |
| Exploring the Interactive Guidance for Unified and Effective Image Matting | May 17, 2022 | Foreground SegmentationImage Matting | CodeCode Available | 1 |
| PraNet-V2: Dual-Supervised Reverse Attention for Medical Image Segmentation | Apr 15, 2025 | Foreground SegmentationImage Segmentation | CodeCode Available | 1 |
| ZBS: Zero-shot Background Subtraction via Instance-level Background Modeling and Foreground Selection | Mar 26, 2023 | Foreground SegmentationObject | CodeCode Available | 1 |
| Foreground Segmentation Using a Triplet Convolutional Neural Network for Multiscale Feature Encoding | Jan 7, 2018 | Change DetectionDecoder | CodeCode Available | 1 |
| "What's This?" -- Learning to Segment Unknown Objects from Manipulation Sequences | Nov 6, 2020 | Foreground SegmentationObject | CodeCode Available | 1 |
| Autoencoder-based background reconstruction and foreground segmentation with background noise estimation | Dec 15, 2021 | Foreground SegmentationSegmentation | CodeCode Available | 1 |
| E-InMeMo: Enhanced Prompting for Visual In-Context Learning | Apr 25, 2025 | Foreground SegmentationIn-Context Learning | CodeCode Available | 1 |
| A De-raining semantic segmentation network for real-time foreground segmentation | Apr 16, 2021 | DecoderForeground Segmentation | CodeCode Available | 1 |
| Neural Head Reenactment with Latent Pose Descriptors | Apr 24, 2020 | Foreground SegmentationImage Reconstruction | CodeCode Available | 1 |
| Instruct Me More! Random Prompting for Visual In-Context Learning | Nov 7, 2023 | Foreground SegmentationIn-Context Learning | CodeCode Available | 1 |
| Real-time Instance Segmentation with Discriminative Orientation Maps | Jun 23, 2021 | Foreground SegmentationInstance Segmentation | CodeCode Available | 1 |
| One-Shot Video Object Segmentation | Nov 16, 2016 | Foreground SegmentationObject | CodeCode Available | 1 |
| Semantic-guided Automatic Natural Image Matting with Trimap Generation Network and Light-weight Non-local Attention | Mar 31, 2021 | Foreground SegmentationImage Matting | —Unverified | 0 |
| Illumination-Aware Multi-Task GANs for Foreground Segmentation | Jan 10, 2019 | Foreground SegmentationGenerative Adversarial Network | —Unverified | 0 |
| Illumination Invariant Foreground Object Segmentation using ForeGANs | Feb 7, 2019 | Foreground SegmentationGenerative Adversarial Network | —Unverified | 0 |
| Image Decomposition Using a Robust Regression Approach | Sep 13, 2016 | ClusteringForeground Segmentation | —Unverified | 0 |
| 3D Shape Reconstruction from a Single 2D Image via 2D-3D Self-Consistency | Nov 29, 2018 | 3D Reconstruction3D Shape Reconstruction | —Unverified | 0 |
| IMProv: Inpainting-based Multimodal Prompting for Computer Vision Tasks | Dec 4, 2023 | ColorizationForeground Segmentation | —Unverified | 0 |
| Joint Background Reconstruction and Foreground Segmentation via A Two-stage Convolutional Neural Network | Jul 24, 2017 | DecoderForeground Segmentation | —Unverified | 0 |
| Kernel Adaptive Convolution for Scene Text Detection via Distance Map Prediction | Jan 1, 2024 | Foreground SegmentationScene Text Detection | —Unverified | 0 |
| Learning Segmentation Masks with the Independence Prior | Nov 12, 2018 | Foreground SegmentationInstance Segmentation | —Unverified | 0 |
| Learning Transferrable Knowledge for Semantic Segmentation with Deep Convolutional Neural Network | Dec 24, 2015 | DecoderForeground Segmentation | —Unverified | 0 |
| LIME: Live Intrinsic Material Estimation | Jan 3, 2018 | DecoderForeground Segmentation | —Unverified | 0 |
| Markerless Camera-to-Robot Pose Estimation via Self-supervised Sim-to-Real Transfer | Feb 28, 2023 | Deep LearningForeground Segmentation | —Unverified | 0 |
| Modelling depth for nonparametric foreground segmentation using RGBD devices | Sep 29, 2016 | Foreground SegmentationSegmentation | —Unverified | 0 |
| Monocular 3D Object Detection via Feature Domain Adaptation | Aug 1, 2020 | 3D Object DetectionDomain Adaptation | —Unverified | 0 |
| MRI Breast tissue segmentation using nnU-Net for biomechanical modeling | Nov 27, 2024 | 3D ReconstructionDiagnostic | —Unverified | 0 |
| MUSTAN: Multi-scale Temporal Context as Attention for Robust Video Foreground Segmentation | Feb 1, 2024 | Foreground SegmentationOptical Flow Estimation | —Unverified | 0 |
| OneGAN: Simultaneous Unsupervised Learning of Conditional Image Generation, Foreground Segmentation, and Fine-Grained Clustering | Dec 31, 2019 | ClusteringConditional Image Generation | —Unverified | 0 |
| On guiding video object segmentation | Apr 25, 2019 | Foreground SegmentationObject | —Unverified | 0 |
| OpenIllumination: A Multi-Illumination Dataset for Inverse Rendering Evaluation on Real Objects | Sep 14, 2023 | Foreground SegmentationInverse Rendering | —Unverified | 0 |
| Optical flow-based branch segmentation for complex orchard environments | Feb 26, 2022 | Foreground SegmentationOptical Flow Estimation | —Unverified | 0 |
| Performance Analysis of a Foreground Segmentation Neural Network Model | May 26, 2021 | Anomaly DetectionDecoder | —Unverified | 0 |
| Person Count Localization in Videos From Noisy Foreground and Detections | Jun 1, 2015 | Foreground SegmentationHuman Detection | —Unverified | 0 |
| Pixel Objectness | Jan 19, 2017 | Foreground SegmentationImage Retargeting | —Unverified | 0 |
| Pixel Objectness: Learning to Segment Generic Objects Automatically in Images and Videos | Aug 11, 2018 | Foreground SegmentationImage Retargeting | —Unverified | 0 |
| Improved Anomaly Detection in Crowded Scenes via Cell-based Analysis of Foreground Speed, Size and Texture | Apr 3, 2013 | Anomaly DetectionDensity Estimation | —Unverified | 0 |
| A Robust Pose Transformational GAN for Pose Guided Person Image Synthesis | Jan 5, 2020 | Data AugmentationForeground Segmentation | —Unverified | 0 |
| A Robust Regression Approach for Background/Foreground Segmentation | Dec 16, 2014 | ClusteringForeground Segmentation | —Unverified | 0 |
| Automatic Video Object Segmentation via Motion-Appearance-Stream Fusion and Instance-aware Segmentation | Dec 3, 2019 | Foreground SegmentationInstance Segmentation | —Unverified | 0 |
| Background-Foreground Segmentation for Interior Sensing in Automotive Industry | Sep 20, 2021 | Foreground SegmentationImage Segmentation | —Unverified | 0 |
| Background Subtraction via Generalized Fused Lasso Foreground Modeling | Apr 14, 2015 | Foreground Segmentation | —Unverified | 0 |
| Background Subtraction with Real-time Semantic Segmentation | Nov 25, 2018 | Foreground SegmentationObject Tracking | —Unverified | 0 |
| BEVControl: Accurately Controlling Street-view Elements with Multi-perspective Consistency via BEV Sketch Layout | Aug 3, 2023 | Autonomous DrivingBEV Segmentation | —Unverified | 0 |