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Segmentation

Papers

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Showing 9851–9900 of 13072 papers

TitleStatusHype
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
A Region-based Randers Geodesic Approach for Image Segmentation—0
Transfer Learning with Edge Attention for Prostate MRI Segmentation—0
JSNet: Joint Instance and Semantic Segmentation of 3D Point CloudsCode0
Automated Segmentation of Optical Coherence Tomography Angiography Images: Benchmark Data and Clinically Relevant MetricsCode1
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
One-Shot Weakly Supervised Video Object Segmentation—0
An Adversarial Perturbation Oriented Domain Adaptation Approach for Semantic Segmentation—0
Learning to Segment Brain Anatomy from 2D Ultrasound with Less Data—0
Multi-focus Image Fusion Based on Similarity Characteristics—0
PointRend: Image Segmentation as RenderingCode1
Semantic Segmentation for Compound figures—0
Pneumothorax Segmentation: Deep Learning Image Segmentation to predict Pneumothorax—0
Automating Vitiligo Skin Lesion Segmentation Using Convolutional Neural Networks—0
Domain Knowledge Based Brain Tumor Segmentation and Overall Survival PredictionCode0
Meta-Learning Initializations for Image SegmentationCode0
LiteSeg: A Novel Lightweight ConvNet for Semantic SegmentationCode0
LatticeNet: Fast Point Cloud Segmentation Using Permutohedral LatticesCode0
IterNet: Retinal Image Segmentation Utilizing Structural Redundancy in Vessel NetworksCode0
Zooming into Face Forensics: A Pixel-level Analysis—0
SegTHOR: Segmentation of Thoracic Organs at Risk in CT images—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
Wide-Area Land Cover Mapping with Sentinel-1 Imagery using Deep Learning Semantic Segmentation Models—0
UNet++: Redesigning Skip Connections to Exploit Multiscale Features in Image SegmentationCode1
HistoNet: Predicting size histograms of object instancesCode0
Bipartite Conditional Random Fields for Panoptic SegmentationCode0
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
Learning to Optimally Segment Point Clouds—0
A Novel Topology for End-to-end Temporal Classification and Segmentation with Recurrent Neural Network—0
Automatic Analysis System of Calcaneus Radiograph: Rotation-Invariant Landmark Detection for Calcaneal Angle Measurement, Fracture Identification and Fracture Region Segmentation—0
HR-SAR-Net: A Deep Neural Network for Urban Scene Segmentation from High-Resolution SAR Data—0
Classifying, Segmenting, and Tracking Object Instances in Video with Mask Propagation—0
SOLO: Segmenting Objects by LocationsCode1
Shape-Aware Organ Segmentation by Predicting Signed Distance Maps—0
Voxel2Mesh: 3D Mesh Model Generation from Volumetric DataCode0
Temporal Wasserstein non-negative matrix factorization for non-rigid motion segmentation and spatiotemporal deconvolution—0
Large-scale 6D Object Pose Estimation Dataset for Industrial Bin-PickingCode1
Deep Distance Transform for Tubular Structure Segmentation in CT Scans—0
Waterfall Atrous Spatial Pooling Architecture for Efficient Semantic SegmentationCode0
Self-Supervised Visual Terrain Classification from Unsupervised Acoustic Feature Learning—0
PolyTransform: Deep Polygon Transformer for Instance SegmentationCode0
Love Me, Love Me, Say (and Write!) that You Love Me: Enriching the WASABI Song Corpus with Lyrics AnnotationsCode1
Blind Inpainting of Large-scale Masks of Thin Structures with Adversarial and Reinforcement LearningCode0
OASIS: One-pass aligned Atlas Set for Image Segmentation—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