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Semantic Segmentation

Papers

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Showing 13101–13150 of 14763 papers

TitleStatusHype
PCDAL: A Perturbation Consistency-Driven Active Learning Approach for Medical Image Segmentation and ClassificationCode0
Towards Universal Text-driven CT Image SegmentationCode0
PathSeqSAM: Sequential Modeling for Pathology Image Segmentation with SAM2Code0
When Segmentation Meets Hyperspectral Image: New Paradigm for Hyperspectral Image ClassificationCode0
Towards Unsupervised Open World Semantic SegmentationCode0
MortonNet: Self-Supervised Learning of Local Features in 3D Point CloudsCode0
Multi-style conversion for semantic segmentation of lesions in fundus images by adversarial attacksCode0
Pathology Synthesis of 3D-Consistent Cardiac MR Images using 2D VAEs and GANsCode0
Multispectral Pedestrian Detection via Simultaneous Detection and SegmentationCode0
MorphMLP: An Efficient MLP-Like Backbone for Spatial-Temporal Representation LearningCode0
Path-Invariant Map NetworksCode0
PathFL: Multi-Alignment Federated Learning for Pathology Image SegmentationCode0
Usable Region Estimate for Assessing Practical Usability of Medical Image Segmentation ModelsCode0
Multispectral Image Segmentation in Agriculture: A Comprehensive Study on Fusion ApproachesCode0
YOLIC: An Efficient Method for Object Localization and Classification on Edge DevicesCode0
When Unseen Domain Generalization is Unnecessary? Rethinking Data AugmentationCode0
Robust Approximate Characterization of Single-Cell Heterogeneity in Microbial GrowthCode0
Exploring Generalizable Distillation for Efficient Medical Image SegmentationCode0
Robust 2D/3D Vehicle Parsing in Arbitrary Camera Views for CVISCode0
Robot Instance Segmentation with Few Annotations for GraspingCode0
Tracking Passengers and Baggage Items using Multiple Overhead Cameras at Security CheckpointsCode0
ROAM: Random Layer Mixup for Semi-Supervised Learning in Medical ImagingCode0
Weakly and Semi Supervised Human Body Part Parsing via Pose-Guided Knowledge TransferCode0
PatchDCT: Patch Refinement for High Quality Instance SegmentationCode0
Road Damage Detection And Classification In Smartphone Captured Images Using Mask R-CNNCode0
Road Crack Detection Using Deep Convolutional Neural Network and Adaptive ThresholdingCode0
Weakly- and Semi-Supervised Learning of a DCNN for Semantic Image SegmentationCode0
PartNet: A Large-scale Benchmark for Fine-grained and Hierarchical Part-level 3D Object UnderstandingCode0
Weakly- and Semi-Supervised Learning of a Deep Convolutional Network for Semantic Image SegmentationCode0
River Ice Segmentation with Deep LearningCode0
RITnet: Real-time Semantic Segmentation of the Eye for Gaze TrackingCode0
Riesz-Quincunx-UNet Variational Auto-Encoder for Satellite Image DenoisingCode0
Trainable Structure Tensors for Autonomous Baggage Threat Detection Under Extreme OcclusionCode0
Multi-Source Soft Pseudo-Label Learning with Domain Similarity-based Weighting for Semantic SegmentationCode0
Training a universal instance segmentation network for live cell images of various cell types and imaging modalitiesCode0
Partition Speeds Up Learning Implicit Neural Representations Based on Exponential-Increase HypothesisCode0
Training CNN Classifiers for Semantic Segmentation using Partially Annotated Images: with Application on Human Thigh and Calf MRICode0
Where are the Masks: Instance Segmentation with Image-level SupervisionCode0
Partial Order Pruning: for Best Speed/Accuracy Trade-off in Neural Architecture SearchCode0
Where can I drive? A System Approach: Deep Ego Corridor Estimation for Robust Automated DrivingCode0
MedAI: Transparency in Medical Image SegmentationCode0
Training deep segmentation networks on texture-encoded input: application to neuroimaging of the developing neonatal brainCode0
Inference-Scale Complexity in ANN-SNN Conversion for High-Performance and Low-Power ApplicationsCode0
Rich feature hierarchies for accurate object detection and semantic segmentationCode0
Training-Free Dataset Pruning for Instance SegmentationCode0
MoreStyle: Relax Low-frequency Constraint of Fourier-based Image Reconstruction in Generalizable Medical Image SegmentationCode0
RFI Detection with Spiking Neural NetworksCode0
Where is Misty? Interpreting Spatial Descriptors by Modeling Regions in SpaceCode0
Multi-source Domain Adaptation for Panoramic Semantic SegmentationCode0
Using Orientation to Distinguish Overlapping ChromosomesCode0
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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