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Segmentation

Papers

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Showing 3951–4000 of 13072 papers

TitleStatusHype
Disentangle then Parse:Night-time Semantic Segmentation with Illumination DisentanglementCode1
Evaluate Fine-tuning Strategies for Fetal Head Ultrasound Image Segmentation with U-NetCode0
Frequency-mixed Single-source Domain Generalization for Medical Image SegmentationCode1
A Survey on Open-Vocabulary Detection and Segmentation: Past, Present, and FutureCode2
EVIL: Evidential Inference Learning for Trustworthy Semi-supervised Medical Image Segmentation—0
PottsMGNet: A Mathematical Explanation of Encoder-Decoder Based Neural Networks—0
CG-fusion CAM: Online segmentation of laser-induced damage on large-aperture optics—0
On the Real-Time Semantic Segmentation of Aphid Clusters in the Wild—0
LiDAR-BEVMTN: Real-Time LiDAR Bird's-Eye View Multi-Task Perception Network for Autonomous Driving—0
Variational Probabilistic Fusion Network for RGB-T Semantic Segmentation—0
Multimodal Diffusion Segmentation Model for Object Segmentation from Manipulation Instructions—0
On Point Affiliation in Feature UpsamplingCode1
Dynamic Snake Convolution based on Topological Geometric Constraints for Tubular Structure SegmentationCode2
Dual-level Interaction for Domain Adaptive Semantic SegmentationCode1
TransNuSeg: A Lightweight Multi-Task Transformer for Nuclei SegmentationCode1
HRHD-HK: A benchmark dataset of high-rise and high-density urban scenes for 3D semantic segmentation of photogrammetric point cloudsCode1
Multi-Object Discovery by Low-Dimensional Object Motion—0
A Novel SLCA-UNet Architecture for Automatic MRI Brain Tumor Segmentation—0
Boundary-weighted logit consistency improves calibration of segmentation networks—0
Multiscale Memory Comparator Transformer for Few-Shot Video SegmentationCode0
Learning from Pseudo-labeled Segmentation for Multi-Class Object Counting—0
PSGformer: Enhancing 3D Point Cloud Instance Segmentation via Precise Semantic Guidance—0
Handwritten and Printed Text Segmentation: A Signature Case Study—0
LEST: Large-scale LiDAR Semantic Segmentation with Transformer—0
Attention-Enhanced Co-Interactive Fusion Network (AECIF-Net) for Automated Structural Condition Assessment in Visual InspectionCode0
Achelous: A Fast Unified Water-surface Panoptic Perception Framework based on Fusion of Monocular Camera and 4D mmWave RadarCode1
MPDIoU: A Loss for Efficient and Accurate Bounding Box Regression—0
Frequency Domain Adversarial Training for Robust Volumetric Medical SegmentationCode1
FarSeg++: Foreground-Aware Relation Network for Geospatial Object Segmentation in High Spatial Resolution Remote Sensing ImageryCode1
DenseMP: Unsupervised Dense Pre-training for Few-shot Medical Image Segmentation—0
WaterScenes: A Multi-Task 4D Radar-Camera Fusion Dataset and Benchmarks for Autonomous Driving on Water SurfacesCode1
RVD: A Handheld Device-Based Fundus Video Dataset for Retinal Vessel Segmentation—0
SAM-Path: A Segment Anything Model for Semantic Segmentation in Digital PathologyCode1
RaBiT: An Efficient Transformer using Bidirectional Feature Pyramid Network with Reverse Attention for Colon Polyp SegmentationCode0
Correlation-Aware Mutual Learning for Semi-supervised Medical Image SegmentationCode1
Grain and Grain Boundary Segmentation using Machine Learning with Real and Generated Datasets—0
OG: Equip vision occupancy with instance segmentation and visual grounding—0
Rectifying Noisy Labels with Sequential Prior: Multi-Scale Temporal Feature Affinity Learning for Robust Video SegmentationCode0
Non-Hierarchical Transformers for Pedestrian Segmentation—0
SAM^Med: A medical image annotation framework based on large vision model—0
Estimating label quality and errors in semantic segmentation data via any model—0
Automatic Generation of Semantic Parts for Face Image SynthesisCode0
A Hierarchical Transformer Encoder to Improve Entire Neoplasm Segmentation on Whole Slide Image of Hepatocellular Carcinoma—0
3D Medical Image Segmentation based on multi-scale MPU-NetCode0
Argumentative Segmentation Enhancement for Legal Summarization—0
3D detection of roof sections from a single satellite image and application to LOD2-building reconstruction—0
Partial Vessels Annotation-based Coronary Artery Segmentation with Self-training and Prototype LearningCode1
FODVid: Flow-guided Object Discovery in Videos—0
Semantic-SAM: Segment and Recognize Anything at Any GranularityCode4
CoactSeg: Learning from Heterogeneous Data for New Multiple Sclerosis Lesion SegmentationCode1
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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