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Semantic Segmentation

Papers

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Showing 1451–1500 of 14763 papers

TitleStatusHype
Data-Centric Learning Framework for Real-Time Detection of Aiming Beam in Fluorescence Lifetime Imaging Guided Surgery—0
DRIFTS: Optimizing Domain Randomization with Synthetic Data and Weight Interpolation for Fetal Brain Tissue Segmentation—0
Fast and Efficient Transformer-based Method for Bird's Eye View Instance PredictionCode1
SIESEF-FusionNet: Spatial Inter-correlation Enhancement and Spatially-Embedded Feature Fusion Network for LiDAR Point Cloud Semantic Segmentation—0
Can KAN Work? Exploring the Potential of Kolmogorov-Arnold Networks in Computer Vision—0
Arctique: An artificial histopathological dataset unifying realism and controllability for uncertainty quantificationCode1
Image Segmentation from Shadow-Hints using Minimum Spanning Trees—0
Superpixel Segmentation: A Long-Lasting Ill-Posed Problem—0
Few-shot Semantic Learning for Robust Multi-Biome 3D Semantic Mapping in Off-Road Environments—0
Pattern Integration and Enhancement Vision Transformer for Self-Supervised Learning in Remote Sensing—0
Joint-Optimized Unsupervised Adversarial Domain Adaptation in Remote Sensing Segmentation with Prompted Foundation ModelCode0
Revisiting Network Perturbation for Semi-Supervised Semantic SegmentationCode0
Generalizable Single-Source Cross-modality Medical Image Segmentation via Invariant Causal MechanismsCode0
Breaking The Ice: Video Segmentation for Close-Range Ice-Covered Waters—0
A General Pipeline for Glomerulus Whole-Slide Image SegmentationCode0
Synergy-Guided Regional Supervision of Pseudo Labels for Semi-Supervised Medical Image Segmentation—0
ZAHA: Introducing the Level of Facade Generalization and the Large-Scale Point Cloud Facade Semantic Segmentation Benchmark DatasetCode1
FedDP: Privacy-preserving method based on federated learning for histopathology image segmentation—0
In the Era of Prompt Learning with Vision-Language Models—0
SA3DIP: Segment Any 3D Instance with Potential 3D PriorsCode0
Towards 3D Semantic Scene Completion for Autonomous Driving: A Meta-Learning Framework Empowered by Deformable Large-Kernel Attention and Mamba Model—0
Generalize or Detect? Towards Robust Semantic Segmentation Under Multiple Distribution ShiftsCode1
Enhancing Weakly Supervised Semantic Segmentation for Fibrosis via Controllable Image Generation—0
SynthSet: Generative Diffusion Model for Semantic Segmentation in Precision AgricultureCode0
Topograph: An efficient Graph-Based Framework for Strictly Topology Preserving Image Segmentation—0
LiVOS: Light Video Object Segmentation with Gated Linear MatchingCode1
CIT: Rethinking Class-incremental Semantic Segmentation with a Class Independent TransformationCode0
Multi-modal NeRF Self-Supervision for LiDAR Semantic Segmentation—0
Foundation AI Model for Medical Image Segmentation—0
Rethinking Decoders for Transformer-based Semantic Segmentation: A Compression PerspectiveCode1
Mapping Africa Settlements: High Resolution Urban and Rural Map by Deep Learning and Satellite ImageryCode0
Region-Guided Attack on the Segment Anything Model (SAM)—0
Exploiting Contextual Uncertainty of Visual Data for Efficient Training of Deep Models—0
Deep Learning on 3D Semantic Segmentation: A Detailed ReviewCode0
MSTA3D: Multi-scale Twin-attention for 3D Instance Segmentation—0
Tree level change detection over Ahmedabad city using very high resolution satellite images and Deep Learning—0
UnSegMedGAT: Unsupervised Medical Image Segmentation using Graph Attention Networks ClusteringCode0
Free-Mask: A Novel Paradigm of Integration Between the Segmentation Diffusion Model and Image Editing to Improve Segmentation Ability—0
Object segmentation from common fate: Motion energy processing enables human-like zero-shot generalization to random dot stimuliCode0
PreCM: The Padding-based Rotation Equivariant Convolution Mode for Semantic Segmentation—0
Finding NeMo: Negative-mined Mosaic Augmentation for Referring Image Segmentation—0
Exploring PCA-based feature representations of image pixels via CNN to enhance food image segmentation—0
Beyond local patches: Preserving global–local interactions by enhancing self-attention via 3D point cloud tokenization—0
Enhancing Question Answering Precision with Optimized Vector Retrieval and Instructions—0
MV-Adapter: Enhancing Underwater Instance Segmentation via Adaptive Channel Attention—0
Event-guided Low-light Video Semantic Segmentation—0
Automated Classification of Cell Shapes: A Comparative Evaluation of Shape DescriptorsCode1
Cross-modal semantic segmentation for indoor environmental perception using single-chip millimeter-wave radar raw data—0
Cityscape-Adverse: Benchmarking Robustness of Semantic Segmentation with Realistic Scene Modifications via Diffusion-Based Image EditingCode0
A Recipe for Geometry-Aware 3D Mesh Transformers—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