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Semantic Segmentation

Papers

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Showing 4351–4400 of 14763 papers

TitleStatusHype
MosaicFusion: Diffusion Models as Data Augmenters for Large Vocabulary Instance SegmentationCode1
Performance Analysis of UNet and Variants for Medical Image Segmentation—0
Triple-View Knowledge Distillation for Semi-Supervised Semantic Segmentation—0
Unsupervised Semantic Segmentation Through Depth-Guided Feature Correlation and SamplingCode1
POLAR-Sim: Augmenting NASA's POLAR Dataset for Data-Driven Lunar Perception and Rover SimulationCode1
DualToken-ViT: Position-aware Efficient Vision Transformer with Dual Token Fusion—0
Efficient Long-Short Temporal Attention Network for Unsupervised Video Object Segmentation—0
2DDATA: 2D Detection Annotations Transmittable Aggregation for Semantic Segmentation on Point Cloud—0
Fully Transformer-Equipped Architecture for End-to-End Referring Video Object Segmentation—0
FourierLoss: Shape-Aware Loss Function with Fourier Descriptors—0
Deshadow-Anything: When Segment Anything Model Meets Zero-shot shadow removal—0
A Vision-Based Navigation System for Arable Fields—0
Multi-level Asymmetric Contrastive Learning for Volumetric Medical Image Segmentation Pre-trainingCode0
TCOVIS: Temporally Consistent Online Video Instance SegmentationCode0
MoDA: Leveraging Motion Priors from Videos for Advancing Unsupervised Domain Adaptation in Semantic SegmentationCode0
NeuralLabeling: A versatile toolset for labeling vision datasets using Neural Radiance FieldsCode1
SAM-OCTA: A Fine-Tuning Strategy for Applying Foundation Model to OCTA Image Segmentation TasksCode1
PanoVOS: Bridging Non-panoramic and Panoramic Views with Transformer for Video SegmentationCode1
MoPA: Multi-Modal Prior Aided Domain Adaptation for 3D Semantic SegmentationCode1
H²O: Heatmap by Hierarchical OcclusionCode0
EPTQ: Enhanced Post-Training Quantization via Hessian-guided Network-wise OptimizationCode2
RMT: Retentive Networks Meet Vision TransformersCode2
Multi-grained Temporal Prototype Learning for Few-shot Video Object SegmentationCode0
More complex encoder is not all you needCode0
Partition-A-Medical-Image: Extracting Multiple Representative Sub-regions for Few-shot Medical Image SegmentationCode1
Towards Robust Few-shot Point Cloud Semantic SegmentationCode0
Dense 2D-3D Indoor Prediction with Sound via Aligned Cross-Modal DistillationCode0
CaveSeg: Deep Semantic Segmentation and Scene Parsing for Autonomous Underwater Cave Exploration—0
3D-U-SAM Network For Few-shot Tooth Segmentation in CBCT Images—0
Adversarial Attacks Against Uncertainty Quantification—0
An Empirical Study of Attention Networks for Semantic Segmentation—0
Cross-modal and Cross-domain Knowledge Transfer for Label-free 3D Segmentation—0
LineMarkNet: Line Landmark Detection for Valet Parking—0
Intelligent Debris Mass Estimation Model for Autonomous Underwater Vehicle—0
A Geometric Flow Approach for Segmentation of Images with Inhomongeneous Intensity and Missing Boundaries—0
Few-Shot Panoptic Segmentation With Foundation ModelsCode1
RoadFormer: Duplex Transformer for RGB-Normal Semantic Road Scene Parsing—0
Uncertainty Estimation in Instance Segmentation with Star-convex Shapes—0
Spatial-Assistant Encoder-Decoder Network for Real Time Semantic SegmentationCode1
RECALL+: Adversarial Web-based Replay for Continual Learning in Semantic Segmentation—0
UPL-SFDA: Uncertainty-aware Pseudo Label Guided Source-Free Domain Adaptation for Medical Image SegmentationCode1
SPOT: Scalable 3D Pre-training via Occupancy Prediction for Learning Transferable 3D Representations—0
Human Activity Segmentation Challenge @ ECML/PKDD’23Code1
Domain Generalization with Fourier Transform and Soft ThresholdingCode0
HiT: Building Mapping with Hierarchical Transformers—0
Target-aware Bi-Transformer for Few-shot Segmentation—0
PanoMixSwap Panorama Mixing via Structural Swapping for Indoor Scene Understanding—0
DFormer: Rethinking RGBD Representation Learning for Semantic SegmentationCode2
Heterogeneous Generative Knowledge Distillation with Masked Image Modeling—0
Active Learning for Semantic Segmentation with Multi-class Label QueryCode0
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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