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Semantic Segmentation

Papers

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Showing 2901–2950 of 14763 papers

TitleStatusHype
ViM-UNet: Vision Mamba for Biomedical SegmentationCode2
Improving Shift Invariance in Convolutional Neural Networks with Translation Invariant Polyphase SamplingCode0
AI-Guided Feature Segmentation Techniques to Model Features from Single Crystal Diamond Growth—0
AI-Guided Defect Detection Techniques to Model Single Crystal Diamond Growth—0
RESSCAL3D: Resolution Scalable 3D Semantic Segmentation of Point Clouds—0
Convolution-based Probability Gradient Loss for Semantic SegmentationCode0
O2V-Mapping: Online Open-Vocabulary Mapping with Neural Implicit Representation—0
An Evidential-enhanced Tri-Branch Consistency Learning Method for Semi-supervised Medical Image Segmentation—0
SAM-I-Am: Semantic Boosting for Zero-shot Atomic-Scale Electron Micrograph SegmentationCode0
Training-Free Open-Vocabulary Segmentation with Offline Diffusion-Augmented Prototype Generation—0
Spatial-Temporal Multi-level Association for Video Object Segmentation—0
QueSTMaps: Queryable Semantic Topological Maps for 3D Scene Understanding—0
EPL: Evidential Prototype Learning for Semi-supervised Medical Image Segmentation—0
Automated National Urban Map Extraction—0
DaF-BEVSeg: Distortion-aware Fisheye Camera based Bird's Eye View Segmentation with Occlusion Reasoning—0
Hierarchical Insights: Exploiting Structural Similarities for Reliable 3D Semantic Segmentation—0
Improving Facial Landmark Detection Accuracy and Efficiency with Knowledge Distillation—0
Uncertainty-aware Evidential Fusion-based Learning for Semi-supervised Medical Image Segmentation—0
Learning Embeddings with Centroid Triplet Loss for Object Identification in Robotic GraspingCode2
Test-Time Adaptation with SaLIP: A Cascade of SAM and CLIP for Zero shot Medical Image SegmentationCode2
GHOST: Grounded Human Motion Generation with Open Vocabulary Scene-and-Text Contexts—0
Image-based Agarwood Resinous Area Segmentation using Deep Learning—0
UniMix: Towards Domain Adaptive and Generalizable LiDAR Semantic Segmentation in Adverse Weather—0
iVPT: Improving Task-relevant Information Sharing in Visual Prompt Tuning by Cross-layer Dynamic Connection—0
Evaluating the Efficacy of Cut-and-Paste Data Augmentation in Semantic Segmentation for Satellite ImageryCode0
Human Detection from 4D Radar Data in Low-Visibility Field Conditions—0
AlignZeg: Mitigating Objective Misalignment for Zero-shot Semantic Segmentation—0
Rethinking the Spatial Inconsistency in Classifier-Free Diffusion GuidanceCode1
Impact of LiDAR visualisations on semantic segmentation of archaeological objects—0
PlateSegFL: A Privacy-Preserving License Plate Detection Using Federated Segmentation Learning—0
D2SL: Decouple Defogging and Semantic Learning for Foggy Domain-Adaptive Segmentation—0
FPL+: Filtered Pseudo Label-based Unsupervised Cross-Modality Adaptation for 3D Medical Image SegmentationCode1
LHU-Net: A Light Hybrid U-Net for Cost-Efficient, High-Performance Volumetric Medical Image SegmentationCode2
Automated Prediction of Breast Cancer Response to Neoadjuvant Chemotherapy from DWI Data—0
Deep Learning-Based Brain Image Segmentation for Automated Tumour Detection—0
HawkDrive: A Transformer-driven Visual Perception System for Autonomous Driving in Night SceneCode0
Decomposition-based Unsupervised Domain Adaptation for Remote Sensing Image Semantic Segmentation—0
PIE: Physics-inspired Low-light Enhancement—0
Mixed-Query Transformer: A Unified Image Segmentation Architecture—0
Panoptic Perception: A Novel Task and Fine-grained Dataset for Universal Remote Sensing Image Interpretation—0
Influence based explainability of brain tumors segmentation in multimodal Magnetic Resonance Imaging—0
Sigma: Siamese Mamba Network for Multi-Modal Semantic SegmentationCode3
Image-Text Co-Decomposition for Text-Supervised Semantic SegmentationCode1
MarsSeg: Mars Surface Semantic Segmentation with Multi-level Extractor and Connector—0
Towards Efficient and Accurate CT Segmentation via Edge-Preserving Probabilistic Downsampling—0
LiteNeXt: A Novel Lightweight ConvMixer-based Model with Self-embedding Representation Parallel for Medical Image SegmentationCode1
Flattening the Parent Bias: Hierarchical Semantic Segmentation in the Poincaré BallCode1
PARIS3D: Reasoning-based 3D Part Segmentation Using Large Multimodal ModelCode1
Language-Guided Instance-Aware Domain-Adaptive Panoptic Segmentation—0
Background Noise Reduction of Attention Map for Weakly Supervised Semantic Segmentation—0
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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