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Semantic Segmentation

Papers

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Showing 5901–5950 of 14763 papers

TitleStatusHype
Joint-Embedding Predictive Architecture for Self-Supervised Learning of Mask Classification Architecture—0
Efficient In-Context Medical Segmentation with Meta-driven Visual Prompt Selection—0
Can Textual Semantics Mitigate Sounding Object Segmentation Preference?Code0
Shape2Scene: 3D Scene Representation Learning Through Pre-training on Shape DataCode0
SACNet: A Spatially Adaptive Convolution Network for 2D Multi-organ Medical Segmentation—0
Enhancing Weakly-Supervised Histopathology Image Segmentation with Knowledge Distillation on MIL-Based Pseudo-LabelsCode0
HSFusion: A high-level vision task-driven infrared and visible image fusion network via semantic and geometric domain transformation—0
Background Adaptation with Residual Modeling for Exemplar-Free Class-Incremental Semantic Segmentation—0
Enhancing Semantic Segmentation with Adaptive Focal Loss: A Novel Approach—0
SPIN: Hierarchical Segmentation with Subpart Granularity in Natural Images—0
Introducing VaDA: Novel Image Segmentation Model for Maritime Object Segmentation Using New Dataset—0
Cs2K: Class-specific and Class-shared Knowledge Guidance for Incremental Semantic Segmentation—0
Global Attention-Guided Dual-Domain Point Cloud Feature Learning for Classification and Segmentation—0
WSESeg: Introducing a Dataset for the Segmentation of Winter Sports Equipment with a Baseline for Interactive SegmentationCode0
Salt & Pepper Heatmaps: Diffusion-informed Landmark Detection Strategy—0
Advanced Graph Clustering Methods: A Comprehensive and In-Depth AnalysisCode0
Evaluating the Adversarial Robustness of Semantic Segmentation: Trying Harder Pays OffCode0
Uplifting Range-View-based 3D Semantic Segmentation in Real-Time with Multi-Sensor Fusion—0
Open Vocabulary Multi-Label Video Classification—0
Segmenting Medical Images with Limited DataCode0
SliceMamba with Neural Architecture Search for Medical Image Segmentation—0
SLoRD: Structural Low-Rank Descriptors for Shape Consistency in Vertebrae SegmentationCode0
StixelNExT: Toward Monocular Low-Weight Perception for Object Segmentation and Free Space DetectionCode0
Enrich the content of the image Using Context-Aware Copy Paste—0
Enriching Information and Preserving Semantic Consistency in Expanding Curvilinear Object Segmentation DatasetsCode0
Deformable-Heatmap-Segmentation for Automobile Visual Perception—0
HAFormer: Unleashing the Power of Hierarchy-Aware Features for Lightweight Semantic SegmentationCode0
H-FCBFormer Hierarchical Fully Convolutional Branch Transformer for Occlusal Contact Segmentation with Articulating PaperCode0
Exploring the Untouched Sweeps for Conflict-Aware 3D Segmentation Pretraining—0
S&D Messenger: Exchanging Semantic and Domain Knowledge for Generic Semi-Supervised Medical Image Segmentation—0
Learning Spatial-Semantic Features for Robust Video Object Segmentation—0
Early Explorations of Lightweight Models for Wound Segmentation on Mobile Devices—0
Improved Block Merging for 3D Point Cloud Instance Segmentation—0
Rethinking Image-to-Video Adaptation: An Object-centric Perspective—0
Joint prototype and coefficient prediction for 3D instance segmentation—0
CycleSAM: One-Shot Surgical Scene Segmentation using Cycle-Consistent Feature Matching to Prompt SAM—0
AI-based Automatic Segmentation of Prostate on Multi-modality Images: A Review—0
High-Throughput Phenotyping using Computer Vision and Machine LearningCode0
Swin UNETR segmentation with automated geometry filtering for biomechanical modeling of knee joint cartilage—0
Test-time adaptation for geospatial point cloud semantic segmentation with distinct domain shifts—0
Object-Oriented Material Classification and 3D Clustering for Improved Semantic Perception and Mapping in Mobile RobotsCode0
Non-parametric Contextual Relationship Learning for Semantic Video Object Segmentation—0
Context Propagation from Proposals for Semantic Video Object Segmentation—0
Interpretability of Uncertainty: Exploring Cortical Lesion Segmentation in Multiple SclerosisCode0
Unsupervised Fault Detection using SAM with a Moving Window Approach—0
Leveraging image captions for selective whole slide image annotationCode0
RHRSegNet: Relighting High-Resolution Night-Time Semantic Segmentation—0
Submodular video object proposal selection for semantic object segmentation—0
Self-supervised Learning via Cluster Distance Prediction for Operating Room Context Awareness—0
Self-Paced Sample Selection for Barely-Supervised 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
4InternImage-HValidation mIoU62.9—Unverified
5M3I Pre-training (InternImage-H)Validation 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