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Segmentation

Papers

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Showing 10001–10050 of 13072 papers

TitleStatusHype
DMCNN: A Deep Multiscale Convolutional Neural Network Model for Medical Image Segmentation—0
Pointwise Attention-Based Atrous Convolutional Neural Networks—0
Efficient Video Semantic Segmentation with Labels Propagation and Refinement—0
Colorectal Polyp Segmentation by U-Net with Dilation Convolution—0
Learn to Segment Retinal Lesions and BeyondCode0
Multi-Modal Attention-based Fusion Model for Semantic Segmentation of RGB-Depth Images—0
Neural ODEs for Image Segmentation with Level Sets—0
A Comprehensive Analysis of Weakly-Supervised Semantic Segmentation in Different Image DomainsCode0
Robustness of Brain Tumor Segmentation—0
Fluid segmentation in Neutrosophic domain—0
FisheyeMultiNet: Real-time Multi-task Learning Architecture for Surround-view Automated Parking System—0
Fully Automated Multi-Organ Segmentation in Abdominal Magnetic Resonance Imaging with Deep Neural Networks—0
FasterSeg: Searching for Faster Real-time Semantic SegmentationCode0
Active Learning for Segmentation Based on Bayesian Sample Queries—0
A Survey on Deep Learning-based Architectures for Semantic Segmentation on 2D images—0
Spatio-Temporal Segmentation in 3D Echocardiographic Sequences using Fractional Brownian Motion—0
Segmentations-Leak: Membership Inference Attacks and Defenses in Semantic Image SegmentationCode0
C2FNAS: Coarse-to-Fine Neural Architecture Search for 3D Medical Image Segmentation—0
Transfer Learning with Edge Attention for Prostate MRI Segmentation—0
JSNet: Joint Instance and Semantic Segmentation of 3D Point CloudsCode0
A Region-based Randers Geodesic Approach for Image Segmentation—0
Evaluation of Multi-Slice Inputs to Convolutional Neural Networks for Medical Image Segmentation—0
SCAttNet: Semantic Segmentation Network with Spatial and Channel Attention Mechanism for High-Resolution Remote Sensing ImagesCode0
An Adversarial Perturbation Oriented Domain Adaptation Approach for Semantic Segmentation—0
One-Shot Weakly Supervised Video Object Segmentation—0
Learning to Segment Brain Anatomy from 2D Ultrasound with Less Data—0
Multi-focus Image Fusion Based on Similarity Characteristics—0
Domain Knowledge Based Brain Tumor Segmentation and Overall Survival PredictionCode0
Automating Vitiligo Skin Lesion Segmentation Using Convolutional Neural Networks—0
Pneumothorax Segmentation: Deep Learning Image Segmentation to predict Pneumothorax—0
Semantic Segmentation for Compound figures—0
Meta-Learning Initializations for Image SegmentationCode0
LiteSeg: A Novel Lightweight ConvNet for Semantic SegmentationCode0
IterNet: Retinal Image Segmentation Utilizing Structural Redundancy in Vessel NetworksCode0
LatticeNet: Fast Point Cloud Segmentation Using Permutohedral LatticesCode0
SegTHOR: Segmentation of Thoracic Organs at Risk in CT images—0
Zooming into Face Forensics: A Pixel-level Analysis—0
Wide-Area Land Cover Mapping with Sentinel-1 Imagery using Deep Learning Semantic Segmentation Models—0
RDSNet: A New Deep Architecture for Reciprocal Object Detection and Instance SegmentationCode0
U-Net with spatial pyramid pooling for drusen segmentation in optical coherence tomography—0
Multimodal Self-Supervised Learning for Medical Image Analysis—0
BioNet: Infusing Biomarker Prior into Global-to-Local Network for Choroid Segmentation in Optical Coherence Tomography Images—0
HistoNet: Predicting size histograms of object instancesCode0
Bipartite Conditional Random Fields for Panoptic SegmentationCode0
Learning to Optimally Segment Point Clouds—0
Classifying, Segmenting, and Tracking Object Instances in Video with Mask Propagation—0
Automatic Analysis System of Calcaneus Radiograph: Rotation-Invariant Landmark Detection for Calcaneal Angle Measurement, Fracture Identification and Fracture Region Segmentation—0
A Novel Topology for End-to-end Temporal Classification and Segmentation with Recurrent Neural Network—0
HR-SAR-Net: A Deep Neural Network for Urban Scene Segmentation from High-Resolution SAR Data—0
Shape-Aware Organ Segmentation by Predicting Signed Distance Maps—0
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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