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Segmentation

Papers

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Showing 8301–8350 of 13072 papers

TitleStatusHype
Expectation-Maximization Regularized Deep Learning for Weakly Supervised Tumor Segmentation for Glioblastoma—0
SSTVOS: Sparse Spatiotemporal Transformers for Video Object SegmentationCode1
Nonparametric clustering for image segmentation—0
Simplifying Object Segmentation with PixelLib LibraryCode2
Text Line Segmentation for Challenging Handwritten Document Images Using Fully Convolutional Network—0
Feature Sharing Cooperative Network for Semantic Segmentation—0
Cell image segmentation by Feature Random Enhancement Module—0
Unsupervised Deep Learning for Handwritten Page Segmentation—0
SOSD-Net: Joint Semantic Object Segmentation and Depth Estimation from Monocular images—0
A survey on shape-constraint deep learning for medical image segmentation—0
Comparative Evaluation of 3D and 2D Deep Learning Techniques for Semantic Segmentation in CT Scans—0
Channelized Axial Attention for Semantic Segmentation -- Considering Channel Relation within Spatial Attention for Semantic SegmentationCode1
Deep Symmetric Adaptation Network for Cross-modality Medical Image Segmentation—0
Label-Efficient Point Cloud Semantic Segmentation: An Active Learning Approach—0
A tool for user friendly, cloud based, whole slide image segmentation—0
HarDNet-MSEG: A Simple Encoder-Decoder Polyp Segmentation Neural Network that Achieves over 0.9 Mean Dice and 86 FPSCode1
A New Approach for Automatic Segmentation and Evaluation of Pigmentation Lesion by using Active Contour Model and Speeded Up Robust Features—0
MultiBodySync: Multi-Body Segmentation and Motion Estimation via 3D Scan SynchronizationCode1
Bladder segmentation based on deep learning approaches: current limitations and lessons—0
Self-Supervised Representation Learning from Flow Equivariance—0
VideoClick: Video Object Segmentation with a Single Click—0
PaddleSeg: A High-Efficient Development Toolkit for Image Segmentation—0
Towards a Computed-Aided Diagnosis System in Colonoscopy: Automatic Polyp Segmentation Using Convolution Neural Networks—0
Self-Supervised Learning for Segmentation—0
U-Noise: Learnable Noise Masks for Interpretable Image SegmentationCode1
Rethinking Interactive Image Segmentation: Feature Space AnnotationCode0
Superpixel-based Refinement for Object Proposal GenerationCode1
Boundary-Aware Segmentation Network for Mobile and Web ApplicationsCode2
Learning to Segment Rigid Motions from Two FramesCode1
Coronary Plaque Analysis for CT Angiography Clinical Research—0
Generalize Ultrasound Image Segmentation via Instant and Plug & Play Style Transfer—0
Automatic Polyp Segmentation using Fully Convolutional Neural Network—0
Target Detection and Segmentation in Circular-Scan Synthetic-Aperture-Sonar Images using Semi-Supervised Convolutional Encoder-Decoders—0
GnetSeg: Semantic Segmentation Model Optimized on a 224mW CNN Accelerator Chip at the Speed of 318FPS—0
Bayesian U-Net for Segmenting Glaciers in SAR Imagery—0
Synthetic Glacier SAR Image Generation from Arbitrary Masks Using Pix2Pix Algorithm—0
HIVE-Net: Centerline-Aware HIerarchical View-Ensemble Convolutional Network for Mitochondria Segmentation in EM Images—0
Off-Line Arabic Handwritten Words Segmentation using Morphological Operators—0
Object Detection for Understanding Assembly Instruction Using Context-aware Data Augmentation and Cascade Mask R-CNN—0
Boundary-Aware Geometric Encoding for Semantic Segmentation of Point CloudsCode0
CAP: Context-Aware Pruning for Semantic-Segmentation—0
CAP-Context-Aware-Pruning-for-Semantic-Segmentation—0
RethNet: Object-by-Object Learning for Detecting Facial Skin Problems—0
Generating Masks from Boxes by Mining Spatio-Temporal Consistencies in Videos—0
Mask Selection and Propagation for Unsupervised Video Object SegmentationCode0
Deep Class-Specific Affinity-Guided Convolutional Network for Multimodal Unpaired Image Segmentation—0
CycleSegNet: Object Co-segmentation with Cycle Refinement and Region Correspondence—0
Local Memory Attention for Fast Video Semantic SegmentationCode0
Global2Local: Efficient Structure Search for Video Action SegmentationCode1
Segmentation and genome annotation algorithms—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