| A Robust Volumetric Transformer for Accurate 3D Tumor Segmentation | Nov 26, 2021 | Brain Tumor SegmentationDecoder | CodeCode Available | 1 |
| Mask Transfiner for High-Quality Instance Segmentation | Nov 26, 2021 | Instance SegmentationSegmentation | CodeCode Available | 1 |
| Modeling Annotator Preference and Stochastic Annotation Error for Medical Image Segmentation | Nov 26, 2021 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| Exploiting full Resolution Feature Context for Liver Tumor and Vessel Segmentation via Integrate Framework: Application to Liver Tumor and Vessel 3D Reconstruction under embedded microprocessor | Nov 26, 2021 | 3D ReconstructionImage Segmentation | CodeCode Available | 0 |
| Efficient Self-Ensemble for Semantic Segmentation | Nov 26, 2021 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
| Efficient Multi-Organ Segmentation Using SpatialConfiguration-Net with Low GPU Memory Requirements | Nov 26, 2021 | GPUOrgan Segmentation | CodeCode Available | 0 |
| Uncertainty Aware Proposal Segmentation for Unknown Object Detection | Nov 25, 2021 | Autonomous DrivingObject | —Unverified | 0 |
| AGCN: Adversarial Graph Convolutional Network for 3D Point Cloud Segmentation | Nov 25, 2021 | 3D Part SegmentationPoint Cloud Segmentation | CodeCode Available | 1 |
| NeSF: Neural Semantic Fields for Generalizable Semantic Segmentation of 3D Scenes | Nov 25, 2021 | 3D Semantic SegmentationSegmentation | —Unverified | 0 |
| Towards Fewer Annotations: Active Learning via Region Impurity and Prediction Uncertainty for Domain Adaptive Semantic Segmentation | Nov 25, 2021 | Active LearningPrediction | CodeCode Available | 1 |
| Non Parametric Data Augmentations Improve Deep-Learning based Brain Tumor Segmentation | Nov 25, 2021 | Brain Tumor SegmentationData Augmentation | —Unverified | 0 |
| Consensus Synergizes with Memory: A Simple Approach for Anomaly Segmentation in Urban Scenes | Nov 24, 2021 | Anomaly DetectionAnomaly Segmentation | —Unverified | 0 |
| Meta Mask Correction for Nuclei Segmentation in Histopathological Image | Nov 24, 2021 | Meta-LearningNuclear Segmentation | —Unverified | 0 |
| Source-free unsupervised domain adaptation for cross-modality abdominal multi-organ segmentation | Nov 24, 2021 | Domain AdaptationOrgan Segmentation | CodeCode Available | 1 |
| SPCL: A New Framework for Domain Adaptive Semantic Segmentation via Semantic Prototype-based Contrastive Learning | Nov 24, 2021 | Contrastive LearningDomain Adaptation | CodeCode Available | 1 |
| Pixel-wise Energy-biased Abstention Learning for Anomaly Segmentation on Complex Urban Driving Scenes | Nov 24, 2021 | Anomaly DetectionAnomaly Segmentation | CodeCode Available | 1 |
| APANet: Adaptive Prototypes Alignment Network for Few-Shot Semantic Segmentation | Nov 24, 2021 | Few-Shot Semantic SegmentationMetric Learning | —Unverified | 0 |
| Causality-inspired Single-source Domain Generalization for Medical Image Segmentation | Nov 24, 2021 | Data AugmentationDomain Generalization | CodeCode Available | 1 |
| Multi-Modality Microscopy Image Style Transfer for Nuclei Segmentation | Nov 23, 2021 | Data AugmentationGenerative Adversarial Network | —Unverified | 0 |
| Learning Dynamic Compact Memory Embedding for Deformable Visual Object Tracking | Nov 23, 2021 | Object TrackingSegmentation | —Unverified | 0 |
| The RETA Benchmark for Retinal Vascular Tree Analysis | Nov 23, 2021 | Segmentation | —Unverified | 0 |
| Unsupervised COVID-19 Lesion Segmentation in CT Using Cycle Consistent Generative Adversarial Network | Nov 23, 2021 | Decision MakingGenerative Adversarial Network | —Unverified | 0 |
| Panoptic Segmentation Meets Remote Sensing | Nov 23, 2021 | Panoptic SegmentationScene Understanding | —Unverified | 0 |
| Bounding Box-Free Instance Segmentation Using Semi-Supervised Learning for Generating a City-Scale Vehicle Dataset | Nov 23, 2021 | Instance SegmentationManagement | —Unverified | 0 |
| Monocular Arbitrary Moving Object Discovery and Segmentation | Nov 22, 2021 | Motion SegmentationObject | CodeCode Available | 1 |
| ATLANTIS: A Benchmark for Semantic Segmentation of Waterbody Images | Nov 22, 2021 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
| Depth-aware Object Segmentation and Grasp Detection for Robotic Picking Tasks | Nov 22, 2021 | Instance SegmentationObject | CodeCode Available | 1 |
| Improving Semantic Image Segmentation via Label Fusion in Semantically Textured Meshes | Nov 22, 2021 | Image SegmentationSegmentation | CodeCode Available | 1 |
| Adversarial Examples on Segmentation Models Can be Easy to Transfer | Nov 22, 2021 | Adversarial RobustnessAttribute | —Unverified | 0 |
| Exploring Feature Representation Learning for Semi-supervised Medical Image Segmentation | Nov 22, 2021 | Contrastive LearningImage Segmentation | CodeCode Available | 0 |
| MaIL: A Unified Mask-Image-Language Trimodal Network for Referring Image Segmentation | Nov 21, 2021 | DecoderImage Segmentation | —Unverified | 0 |
| CpT: Convolutional Point Transformer for 3D Point Cloud Processing | Nov 21, 2021 | SegmentationSemantic Segmentation | —Unverified | 0 |
| One-shot Weakly-Supervised Segmentation in Medical Images | Nov 21, 2021 | DenoisingImage Segmentation | CodeCode Available | 1 |
| GMSRF-Net: An improved generalizability with global multi-scale residual fusion network for polyp segmentation | Nov 20, 2021 | Decoderfeature selection | CodeCode Available | 1 |
| FlowVOS: Weakly-Supervised Visual Warping for Detail-Preserving and Temporally Consistent Single-Shot Video Object Segmentation | Nov 20, 2021 | ObjectOptical Flow Estimation | —Unverified | 0 |
| FAMINet: Learning Real-time Semi-supervised Video Object Segmentation with Steepest Optimized Optical Flow | Nov 20, 2021 | Optical Flow EstimationSegmentation | CodeCode Available | 1 |
| PAANet: Progressive Alternating Attention for Automatic Medical Image Segmentation | Nov 20, 2021 | Decision MakingImage Segmentation | —Unverified | 0 |
| Bi-Mix: Bidirectional Mixing for Domain Adaptive Nighttime Semantic Segmentation | Nov 19, 2021 | Autonomous DrivingImage Relighting | CodeCode Available | 1 |
| An Analysis of the Influence of Transfer Learning When Measuring the Tortuosity of Blood Vessels | Nov 19, 2021 | Data AugmentationSegmentation | CodeCode Available | 0 |
| Panoptic Segmentation: A Review | Nov 19, 2021 | Autonomous DrivingCrowd Counting | CodeCode Available | 1 |
| ClevrTex: A Texture-Rich Benchmark for Unsupervised Multi-Object Segmentation | Nov 19, 2021 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
| Factorisation-based Image Labelling | Nov 19, 2021 | Brain SegmentationSegmentation | CodeCode Available | 0 |
| Evaluating Self and Semi-Supervised Methods for Remote Sensing Segmentation Tasks | Nov 19, 2021 | Segmentation | —Unverified | 0 |
| Edge-preserving Domain Adaptation for semantic segmentation of Medical Images | Nov 18, 2021 | Domain AdaptationSegmentation | —Unverified | 0 |
| Dynamically pruning segformer for efficient semantic segmentation | Nov 18, 2021 | Knowledge DistillationSegmentation | —Unverified | 0 |
| Interactive segmentation using U-Net with weight map and dynamic user interactions | Nov 18, 2021 | Interactive SegmentationSegmentation | —Unverified | 0 |
| Whole Heart Anatomical Refinement from CCTA using Extrapolation and Parcellation | Nov 18, 2021 | AnatomySegmentation | —Unverified | 0 |
| Segmentation of Lung Tumor from CT Images using Deep Supervision | Nov 17, 2021 | SegmentationTexture Classification | —Unverified | 0 |
| SAPNet: Segmentation-Aware Progressive Network for Perceptual Contrastive Deraining | Nov 17, 2021 | Contrastive LearningImage Restoration | CodeCode Available | 1 |
| Transfer Learning in Polyp and Endoscopic Tool Segmentation from Colonoscopy Images | Nov 16, 2021 | Image SegmentationMedical Image Segmentation | CodeCode Available | 0 |