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Segmentation

Papers

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Showing 3001–3050 of 13072 papers

TitleStatusHype
Interactive Medical Image Segmentation via Point-Based Interaction and Sequential Patch LearningCode1
HyperDense-Net: A hyper-densely connected CNN for multi-modal image segmentationCode1
Learning Pixel-level Semantic Affinity with Image-level Supervision for Weakly Supervised Semantic SegmentationCode1
CompNet: Complementary Segmentation Network for Brain MRI ExtractionCode1
Actor and Action Video Segmentation from a SentenceCode1
Cross-View Image Synthesis using Conditional GANsCode1
Concurrent Spatial and Channel Squeeze & Excitation in Fully Convolutional NetworksCode1
Path Aggregation Network for Instance SegmentationCode1
Chest X-Ray Analysis of Tuberculosis by Deep Learning with Segmentation and AugmentationCode1
Brain Tumor Segmentation and Radiomics Survival Prediction: Contribution to the BRATS 2017 ChallengeCode1
Adversarial Learning for Semi-Supervised Semantic SegmentationCode1
TernausNet: U-Net with VGG11 Encoder Pre-Trained on ImageNet for Image SegmentationCode1
BUSIS: A Benchmark for Breast Ultrasound Image SegmentationCode1
Panoptic SegmentationCode1
W-Net: A Deep Model for Fully Unsupervised Image SegmentationCode1
AxonDeepSeg: automatic axon and myelin segmentation from microscopy data using convolutional neural networksCode1
The Conditional Analogy GAN: Swapping Fashion Articles on People ImagesCode1
One-Shot Learning for Semantic SegmentationCode1
NiftyNet: a deep-learning platform for medical imagingCode1
Residual Conv-Deconv Grid Network for Semantic SegmentationCode1
Generalised Dice overlap as a deep learning loss function for highly unbalanced segmentationsCode1
Generalised Wasserstein Dice Score for Imbalanced Multi-class Segmentation using Holistic Convolutional NetworksCode1
Rethinking Atrous Convolution for Semantic Image SegmentationCode1
Deep Projective 3D Semantic SegmentationCode1
LabelBank: Revisiting Global Perspectives for Semantic SegmentationCode1
Adversarial Examples for Semantic Segmentation and Object DetectionCode1
Mask R-CNNCode1
What Uncertainties Do We Need in Bayesian Deep Learning for Computer Vision?Code1
MultiNet: Real-time Joint Semantic Reasoning for Autonomous DrivingCode1
One-Shot Video Object SegmentationCode1
Clockwork Convnets for Video Semantic SegmentationCode1
3D U-Net: Learning Dense Volumetric Segmentation from Sparse AnnotationCode1
A Character-Level Decoder without Explicit Segmentation for Neural Machine TranslationCode1
Bayesian SegNet: Model Uncertainty in Deep Convolutional Encoder-Decoder Architectures for Scene UnderstandingCode1
SegNet: A Deep Convolutional Encoder-Decoder Architecture for Image SegmentationCode1
Khmer Word Segmentation Using Conditional Random FieldsCode1
Neural Machine Translation of Rare Words with Subword UnitsCode1
Geo-Semantic SegmentationCode1
Semantic Image Segmentation with Deep Convolutional Nets and Fully Connected CRFsCode1
Fully Convolutional Networks for Semantic SegmentationCode1
The Secrets of Salient Object SegmentationCode1
Microsoft COCO: Common Objects in ContextCode1
Efficient Inference in Fully Connected CRFs with Gaussian Edge PotentialsCode1
Linear Segmentation and Segment SignificanceCode1
SeC: Advancing Complex Video Object Segmentation via Progressive Concept Construction—0
Unleashing Vision Foundation Models for Coronary Artery Segmentation: Parallel ViT-CNN Encoding and Variational FusionCode0
From Variability To Accuracy: Conditional Bernoulli Diffusion Models with Consensus-Driven Correction for Thin Structure Segmentation—0
Unified Medical Image Segmentation with State Space Modeling Snake—0
DiffOSeg: Omni Medical Image Segmentation via Multi-Expert Collaboration Diffusion ModelCode0
SCORE: Scene Context Matters in Open-Vocabulary Remote Sensing Instance SegmentationCode0
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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