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Semantic Segmentation

Papers

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Showing 2851–2900 of 14763 papers

TitleStatusHype
LAECIPS: Large Vision Model Assisted Adaptive Edge-Cloud Collaboration for IoT-based Embodied Intelligence System—0
A Concise Tiling Strategy for Preserving Spatial Context in Earth Observation ImageryCode1
Contextrast: Contextual Contrastive Learning for Semantic Segmentation—0
Vocabulary-free Image Classification and Semantic SegmentationCode0
Learnable Prompt for Few-Shot Semantic Segmentation in Remote Sensing DomainCode1
Adversarial Identity Injection for Semantic Face Image Synthesis—0
Label merge-and-split: A graph-colouring approach for memory-efficient brain parcellation—0
Neuromorphic Vision-based Motion Segmentation with Graph Transformer Neural Network—0
Mixed Prototype Consistency Learning for Semi-supervised Medical Image Segmentation—0
Gasformer: A Transformer-based Architecture for Segmenting Methane Emissions from Livestock in Optical Gas ImagingCode0
Domain-Rectifying Adapter for Cross-Domain Few-Shot SegmentationCode1
ECLAIR: A High-Fidelity Aerial LiDAR Dataset for Semantic SegmentationCode1
ODFormer: Semantic Fundus Image Segmentation Using Transformer for Optic Nerve Head Detection—0
NOISe: Nuclei-Aware Osteoclast Instance Segmentation for Mouse-to-Human Domain TransferCode0
SegFormer3D: an Efficient Transformer for 3D Medical Image SegmentationCode3
How to build the best medical image segmentation algorithm using foundation models: a comprehensive empirical study with Segment Anything ModelCode3
Post-Training Network Compression for 3D Medical Image Segmentation: Reducing Computational Efforts via Tucker DecompositionCode0
Empowering Embodied Visual Tracking with Visual Foundation Models and Offline RL—0
The revenge of BiSeNet: Efficient Multi-Task Image Segmentation—0
nnU-Net Revisited: A Call for Rigorous Validation in 3D Medical Image SegmentationCode1
Q2A: Querying Implicit Fully Continuous Feature Pyramid to Align Features for Medical Image Segmentation—0
Human-in-the-Loop Segmentation of Multi-species Coral ImageryCode0
In-Context Translation: Towards Unifying Image Recognition, Processing, and Generation—0
Adaptive Patching for High-resolution Image Segmentation with Transformers—0
Bridging Data Islands: Geographic Heterogeneity-Aware Federated Learning for Collaborative Remote Sensing Semantic Segmentation—0
Constructing and Exploring Intermediate Domains in Mixed Domain Semi-supervised Medical Image SegmentationCode2
SEVD: Synthetic Event-based Vision Dataset for Ego and Fixed Traffic PerceptionCode1
LLM-Seg: Bridging Image Segmentation and Large Language Model ReasoningCode2
Structured Model Pruning for Efficient Inference in Computational Pathology—0
Analyzing Decades-Long Environmental Changes in Namibia Using Archival Aerial Photography and Deep Learning—0
Adapting the Segment Anything Model During Usage in Novel Situations—0
A Mutual Inclusion Mechanism for Precise Boundary Segmentation in Medical ImagesCode0
Practical Guidelines for Cell Segmentation Models Under Optical Aberrations in Microscopy—0
AdaContour: Adaptive Contour Descriptor with Hierarchical RepresentationCode0
LaSagnA: Language-based Segmentation Assistant for Complex QueriesCode2
Let-It-Flow: Simultaneous Optimization of 3D Flow and Object ClusteringCode1
Practical Region-level Attack against Segment Anything ModelsCode0
Calibration & Reconstruction: Deep Integrated Language for Referring Image Segmentation—0
Vision-Aware Text Features in Referring Image Segmentation: From Object Understanding to Context UnderstandingCode0
Pay Attention to Your Neighbours: Training-Free Open-Vocabulary Semantic SegmentationCode2
Tackling Ambiguity from Perspective of Uncertainty Inference and Affinity Diversification for Weakly Supervised Semantic SegmentationCode0
GLID: Pre-training a Generalist Encoder-Decoder Vision Model—0
Multi-view Aggregation Network for Dichotomous Image SegmentationCode2
Multi-rater Prompting for Ambiguous Medical Image Segmentation—0
ViM-UNet: Vision Mamba for Biomedical SegmentationCode2
Implicit and Explicit Language Guidance for Diffusion-based Visual Perception—0
Streamlined Photoacoustic Image Processing with Foundation Models: A Training-Free Solution—0
Visual Context-Aware Person Fall DetectionCode0
LUCF-Net: Lightweight U-shaped Cascade Fusion Network for Medical Image SegmentationCode1
OpenTrench3D: A Photogrammetric 3D Point Cloud Dataset for Semantic Segmentation of Underground UtilitiesCode1
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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