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Segmentation

Papers

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Showing 2151–2200 of 13072 papers

TitleStatusHype
Unsupervised Local Discrimination for Medical ImagesCode1
BlockCopy: High-Resolution Video Processing with Block-Sparse Feature Propagation and Online PoliciesCode1
Fully Convolutional Networks for Panoptic Segmentation with Point-based SupervisionCode1
Flying Guide Dog: Walkable Path Discovery for the Visually Impaired Utilizing Drones and Transformer-based Semantic SegmentationCode1
CarveMix: A Simple Data Augmentation Method for Brain Lesion SegmentationCode1
PIT: Position-Invariant Transform for Cross-FoV Domain AdaptationCode1
Real-time Human-Centric Segmentation for Complex Video ScenesCode1
CaraNet: Context Axial Reverse Attention Network for Segmentation of Small Medical ObjectsCode1
Multi-Target Adversarial Frameworks for Domain Adaptation in Semantic SegmentationCode1
SOTR: Segmenting Objects with TransformersCode1
The Marine Debris Dataset for Forward-Looking Sonar Semantic SegmentationCode1
Weakly Supervised Temporal Anomaly Segmentation with Dynamic Time WarpingCode1
A Self-Distillation Embedded Supervised Affinity Attention Model for Few-Shot SegmentationCode1
DensePASS: Dense Panoramic Semantic Segmentation via Unsupervised Domain Adaptation with Attention-Augmented Context ExchangeCode1
Generative Zero-Shot Learning for Semantic Segmentation of 3D Point CloudsCode1
Dual Path Learning for Domain Adaptation of Semantic SegmentationCode1
Patchwork: Concentric Zone-based Region-wise Ground Segmentation with Ground Likelihood Estimation Using a 3D LiDAR SensorCode1
Vision-Language Transformer and Query Generation for Referring SegmentationCode1
Memory-based Semantic Segmentation for Off-road Unstructured Natural EnvironmentsCode1
Automatic Polyp Segmentation via Multi-scale Subtraction NetworkCode1
Deep Metric Learning for Open World Semantic SegmentationCode1
Automated Olfactory Bulb Segmentation on High Resolutional T2-Weighted MRICode1
Complementary Patch for Weakly Supervised Semantic SegmentationCode1
Towards to Robust and Generalized Medical Image Segmentation FrameworkCode1
LeafMask: Towards Greater Accuracy on Leaf SegmentationCode1
Enhancing MR Image Segmentation with Realistic Adversarial Data AugmentationCode1
Bird's-Eye-View Panoptic Segmentation Using Monocular Frontal View ImagesCode1
Learning Meta-class Memory for Few-Shot Semantic SegmentationCode1
Full-Duplex Strategy for Video Object SegmentationCode1
Unsupervised Image Anomaly Detection and Segmentation Based on Pre-trained Feature MappingCode1
Source-Free Domain Adaptation for Image SegmentationCode1
Hierarchical Aggregation for 3D Instance SegmentationCode1
Improving Aleatoric Uncertainty Quantification in Multi-Annotated Medical Image Segmentation with Normalizing FlowsCode1
Triggering Failures: Out-Of-Distribution detection by learning from local adversarial attacks in Semantic SegmentationCode1
Multispectral Vineyard Segmentation: A Deep Learning approachCode1
Shallow Attention Network for Polyp SegmentationCode1
Robust Semantic Segmentation with Superpixel-MixCode1
Recurrent Mask Refinement for Few-Shot Medical Image SegmentationCode1
CSC-Unet: A Novel Convolutional Sparse Coding Strategy Based Neural Network for Semantic SegmentationCode1
Edge-competing Pathological Liver Vessel Segmentation with Limited LabelsCode1
Learning Maritime Obstacle Detection from Weak Annotations by ScaffoldingCode1
Dynamic Neural Representational Decoders for High-Resolution Semantic SegmentationCode1
Improving Video Instance Segmentation via Temporal Pyramid RoutingCode1
TEDS-Net: Enforcing Diffeomorphisms in Spatial Transformers to Guarantee Topology Preservation in SegmentationsCode1
Global Aggregation then Local Distribution for Scene ParsingCode1
FactSeg: Foreground Activation Driven Small Object Semantic Segmentation in Large-Scale Remote Sensing ImageryCode1
Self-Supervised Video Object Segmentation by Motion-Aware Mask PropagationCode1
A persistent homology-based topological loss for CNN-based multi-class segmentation of CMRCode1
Accelerating Video Object Segmentation with Compressed VideoCode1
Segmentation in Style: Unsupervised Semantic Image Segmentation with Stylegan and CLIPCode1
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All datasetsSA-1B.MFSDMMFloodSimGas

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1unSAM+ (Semi-supervised)Average Precision42.8—Unverified
2SAMAverage Precision38.9—Unverified
#ModelMetricClaimedVerifiedStatus
1HNN10%20—Unverified
#ModelMetricClaimedVerifiedStatus
1ABANetF1 Score96.82—Unverified
#ModelMetricClaimedVerifiedStatus
1ResNet50 + DeepLabV3+F1 score0.77—Unverified
#ModelMetricClaimedVerifiedStatus
1LangGasIoU0.69—Unverified