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Semantic Segmentation

Papers

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Showing 14251–14300 of 14763 papers

TitleStatusHype
Breaking the Barrier: Selective Uncertainty-based Active Learning for Medical Image SegmentationCode0
Brain Tumor Segmentation using Enhanced U-Net Model with Empirical AnalysisCode0
Deep Extreme Cut: From Extreme Points to Object SegmentationCode0
LoRA-PT: Low-Rank Adapting UNETR for Hippocampus Segmentation Using Principal Tensor Singular Values and VectorsCode0
Annotating Object Instances with a Polygon-RNNCode0
IPSeg: Image Posterior Mitigates Semantic Drift in Class-Incremental SegmentationCode0
Deep Domain Isolation and Sample Clustered Federated Learning for Semantic SegmentationCode0
Deep Co-Training for Semi-Supervised Image SegmentationCode0
Deep Common Feature Mining for Efficient Video Semantic SegmentationCode0
iResSENet: An Accurate Convolutional Neural Network for Retinal Blood Vessel SegmentationCode0
Adjusting Image Attributes of Localized Regions with Low-level DialogueCode0
Learning to Predict Layout-to-image Conditional Convolutions for Semantic Image SynthesisCode0
Deep CNN ensembles and suggestive annotations for infant brain MRI segmentationCode0
Iris Recognition with Image Segmentation Employing Retrained Off-the-Shelf Deep Neural NetworksCode0
GRU-Net: Gaussian Attention Aided Dense Skip Connection Based MultiResUNet for Breast Histopathology Image SegmentationCode0
IRNet: Instance Relation Network for Overlapping Cervical Cell SegmentationCode0
Loss-Calibrated Approximate Inference in Bayesian Neural NetworksCode0
Brain Tumor Segmentation Based on Refined Fully Convolutional Neural Networks with A Hierarchical Dice LossCode0
Box Supervised Video Segmentation Proposal NetworkCode0
A distribution-dependent Mumford-Shah model for unsupervised hyperspectral image segmentationCode0
Deep Bayesian segmentation for colon polyps: Well-calibrated predictions in medical imagingCode0
GSTO: Gated Scale-Transfer Operation for Multi-Scale Feature Learning in Pixel LabelingCode0
GSVNet: Guided Spatially-Varying Convolution for Fast Semantic Segmentation on VideoCode0
BoxSeg: Quality-Aware and Peer-Assisted Learning for Box-supervised Instance SegmentationCode0
Box for Mask and Mask for Box: weak losses for multi-task partially supervised learningCode0
MASSeg : 2nd Technical Report for 4th PVUW MOSE TrackCode0
Box-driven Class-wise Region Masking and Filling Rate Guided Loss for Weakly Supervised Semantic SegmentationCode0
LoST? Appearance-Invariant Place Recognition for Opposite Viewpoints using Visual SemanticsCode0
Deep Attentive Features for Prostate Segmentation in 3D Transrectal UltrasoundCode0
ISDA: Position-Aware Instance Segmentation with Deformable AttentionCode0
DeepAtlas: Joint Semi-Supervised Learning of Image Registration and SegmentationCode0
GuidedMix-Net: Learning to Improve Pseudo Masks Using Labeled Images as ReferenceCode0
Accelerated Inference in Markov Random Fields via Smooth Riemannian OptimizationCode0
De-coupling and De-positioning Dense Self-supervised LearningCode0
Boundary-weighted Domain Adaptive Neural Network for Prostate MR Image SegmentationCode0
Decoupled Semantic Prototypes Enable Learning From Diverse Annotation Types for Semi-Weakly Segmentation in Expert-Driven DomainsCode0
Guided Prompting in SAM for Weakly Supervised Cell Segmentation in Histopathological ImagesCode0
Boundary-Refined Prototype Generation: A General End-to-End Paradigm for Semi-Supervised Semantic SegmentationCode0
Boundary Loss for Remote Sensing Imagery Semantic SegmentationCode0
Decoupled Deep Neural Network for Semi-supervised Semantic SegmentationCode0
ReFit: A Framework for Refinement of Weakly Supervised Semantic Segmentation using Object Border Fitting for Medical ImagesCode0
Large Scale Image Segmentation with Structured Loss based Deep Learning for Connectome ReconstructionCode0
Decoupled Competitive Framework for Semi-supervised Medical Image SegmentationCode0
H²O: Heatmap by Hierarchical OcclusionCode0
Learning to Refine Object SegmentsCode0
Deconver: A Deconvolutional Network for Medical Image SegmentationCode0
Annolid: Annotate, Segment, and Track Anything You NeedCode0
Boundary-Aware Network for Fast and High-Accuracy Portrait SegmentationCode0
Boundary-Aware Geometric Encoding for Semantic Segmentation of Point CloudsCode0
Learning to See the Invisible: End-to-End Trainable Amodal Instance SegmentationCode0
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All datasetsADE20KNYU-Depth V2Cityscapes testCityscapes valADE20K valPASCAL ContextS3DIS Area5PASCAL VOC 2012 testS3DISScanNetSUN-RGBDDensePASS

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1InternImage-H (M3I Pre-training)Params (M)1,310—Unverified
2ViT-P (InternImage-H)Validation mIoU63.6—Unverified
3ONE-PEACEValidation mIoU63—Unverified
4M3I Pre-training (InternImage-H)Validation mIoU62.9—Unverified
5InternImage-HValidation mIoU62.9—Unverified
6BEiT-3Validation mIoU62.8—Unverified
7EVAValidation mIoU62.3—Unverified
8ViT-P (OneFormer, InternImage-H)Validation mIoU61.6—Unverified
9ViT-Adapter-L (Mask2Former, BEiTv2 pretrain)Validation mIoU61.5—Unverified
10FD-SwinV2-GValidation mIoU61.4—Unverified