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Semantic Segmentation

Papers

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Showing 13901–13950 of 14763 papers

TitleStatusHype
CerraData-4MM: A multimodal benchmark dataset on Cerrado for land use and land cover classificationCode0
Discriminative Consensus Mining with A Thousand Groups for More Accurate Co-Salient Object DetectionCode0
A Comprehensive Analysis of Weakly-Supervised Semantic Segmentation in Different Image DomainsCode0
Centroid-centered Modeling for Efficient Vision Transformer Pre-trainingCode0
Discovering Class-Specific Pixels for Weakly-Supervised Semantic SegmentationCode0
FusionLungNet: Multi-scale Fusion Convolution with Refinement Network for Lung CT Image SegmentationCode0
Fusion Moves for Correlation ClusteringCode0
FusionNet: A deep fully residual convolutional neural network for image segmentation in connectomicsCode0
A Comparative Study of High-Recall Real-Time Semantic Segmentation Based on Swift Factorized NetworkCode0
AquaSAM: Underwater Image Foreground SegmentationCode0
Disconnect to Connect: A Data Augmentation Method for Improving Topology Accuracy in Image SegmentationCode0
Central object segmentation by deep learning for fruits and other roundish objectsCode0
DISCo: Deep learning, Instance Segmentation, and Correlations for cell segmentation in calcium imagingCode0
DiNTS: Differentiable Neural Network Topology Search for 3D Medical Image SegmentationCode0
DINOv2 Meets Text: A Unified Framework for Image- and Pixel-Level Vision-Language AlignmentCode0
FuSS: Fusing Superpixels for Improved Segmentation ConsistencyCode0
AEGIS-Net: Attention-guided Multi-Level Feature Aggregation for Indoor Place RecognitionCode0
Knowledge-Guided Prompt Learning for Lifespan Brain MR Image SegmentationCode0
Instance-level Few-shot Learning with Class Hierarchy MiningCode0
A Preliminary Study of Deep Learning Sensor Fusion for Pedestrian DetectionCode0
Instance-level quantitative saliency in multiple sclerosis lesion segmentationCode0
Approximate Decomposable Submodular Function Minimization for Cardinality-Based ComponentsCode0
Applying ViT in Generalized Few-shot Semantic SegmentationCode0
AdvMIM: Adversarial Masked Image Modeling for Semi-Supervised Medical Image SegmentationCode0
Application of Decision Rules for Handling Class Imbalance in Semantic SegmentationCode0
Center Smoothing: Certified Robustness for Networks with Structured OutputsCode0
3D Graph Neural Networks for RGBD Semantic SegmentationCode0
G2D: From Global to Dense Radiography Representation Learning via Vision-Language Pre-trainingCode0
CenterDisks: Real-time instance segmentation with disk coveringCode0
ACNet: Attention Based Network to Exploit Complementary Features for RGBD Semantic SegmentationCode0
Instance Segmentation as Image Segmentation AnnotationCode0
GaIA: Graphical Information Gain based Attention Network for Weakly Supervised Point Cloud Semantic SegmentationCode0
D-InLoc++: Indoor Localization in Dynamic EnvironmentsCode0
Learning Multimodal Volumetric Features for Large-Scale Neuron TracingCode0
Dimensionality Reduction for Improving Out-of-Distribution Detection in Medical Image SegmentationCode0
DILLEMA: Diffusion and Large Language Models for Multi-Modal AugmentationCode0
Localized Adaptive Risk ControlCode0
Dilated-UNet: A Fast and Accurate Medical Image Segmentation Approach using a Dilated Transformer and U-Net ArchitectureCode0
Devil is in the Edges: Learning Semantic Boundaries from Noisy AnnotationsCode0
Instance Segmentation by Deep ColoringCode0
CE-Net: Context Encoder Network for 2D Medical Image SegmentationCode0
Dilated Residual NetworksCode0
CellTrack R-CNN: A Novel End-To-End Deep Neural Network for Cell Segmentation and Tracking in Microscopy ImagesCode0
Gasformer: A Transformer-based Architecture for Segmenting Methane Emissions from Livestock in Optical Gas ImagingCode0
Cell tracking for live-cell microscopy using an activity-prioritized assignment strategyCode0
Cellpose+, a morphological analysis tool for feature extraction of stained cell imagesCode0
Gated Channel Transformation for Visual RecognitionCode0
Collaborative Global-Local Networks for Memory-Efficient Segmentation of Ultra-High Resolution ImagesCode0
Instance Segmentation for Whole Slide Imaging: End-to-End or Detect-Then-SegmentCode0
Boosting Convolution with Efficient MLP-Permutation for Volumetric Medical Image 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