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Semantic Segmentation

Papers

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Showing 5501–5550 of 14763 papers

TitleStatusHype
RobustEMD: Domain Robust Matching for Cross-domain Few-shot Medical Image SegmentationCode0
Semantic Segmentation of Unmanned Aerial Vehicle Remote Sensing Images using SegFormer—0
AARK: An Open Toolkit for Autonomous Racing Research—0
Can We Remove the Ground? Obstacle-aware Point Cloud Compression for Remote Object Detection—0
ReXplain: Translating Radiology into Patient-Friendly Video Reports—0
Towards Open-Vocabulary Semantic Segmentation Without Semantic Labels—0
KANDU-Net:A Dual-Channel U-Net with KAN for Medical Image Segmentation—0
Class-Agnostic Visio-Temporal Scene Sketch Semantic Segmentation—0
Erase, then Redraw: A Novel Data Augmentation Approach for Free Space Detection Using Diffusion Model—0
Leveraging CAM Algorithms for Explaining Medical Semantic SegmentationCode0
Segmenting Wood Rot using Computer Vision Models—0
Medical Image Segmentation with SAM-generated Annotations—0
Fully Aligned Network for Referring Image Segmentation—0
Toward Deep Learning-based Segmentation and Quantitative Analysis of Cervical Spinal Cord Magnetic Resonance Images—0
MambaEviScrib: Mamba and Evidence-Guided Consistency Enhance CNN Robustness for Scribble-Based Weakly Supervised Ultrasound Image SegmentationCode0
Gaussian Heritage: 3D Digitization of Cultural Heritage with Integrated Object Segmentation—0
Reducing Semantic Ambiguity In Domain Adaptive Semantic Segmentation Via Probabilistic Prototypical Pixel ContrastCode0
Learning from Pattern Completion: Self-supervised Controllable GenerationCode0
ProMerge: Prompt and Merge for Unsupervised Instance Segmentation—0
When SAM2 Meets Video Camouflaged Object Segmentation: A Comprehensive Evaluation and AdaptationCode0
Search3D: Hierarchical Open-Vocabulary 3D Segmentation—0
Excavating in the Wild: The GOOSE-Ex Dataset for Semantic Segmentation—0
ADEPT: A Noninvasive Method for Determining Elastic Parameters of Valve Tissue—0
Hierarchical End-to-End Autonomous Driving: Integrating BEV Perception with Deep Reinforcement Learning—0
Amodal Instance Segmentation with Diffusion Shape Prior Estimation—0
Automated Segmentation and Analysis of Microscopy Images of Laser Powder Bed Fusion Melt Tracks—0
A Surprisingly Simple Approach to Generalized Few-Shot Semantic SegmentationCode0
Shape-intensity knowledge distillation for robust medical image segmentationCode0
Global-Local Medical SAM Adaptor Based on Full Adaption—0
Efficient Microscopic Image Instance Segmentation for Food Crystal Quality Control—0
DRL-STNet: Unsupervised Domain Adaptation for Cross-modality Medical Image Segmentation via Disentangled Representation Learning—0
Going Beyond U-Net: Assessing Vision Transformers for Semantic Segmentation in Microscopy Image Analysis—0
Stochastic Subsampling With Average Pooling—0
Go-SLAM: Grounded Object Segmentation and Localization with Gaussian Splatting SLAM—0
PTQ4RIS: Post-Training Quantization for Referring Image SegmentationCode0
VL4AD: Vision-Language Models Improve Pixel-wise Anomaly Detection—0
WasteGAN: Data Augmentation for Robotic Waste Sorting through Generative Adversarial NetworksCode0
DIAL: Dense Image-text ALignment for Weakly Supervised Semantic Segmentation—0
Autonomous Hiking Trail Navigation via Semantic Segmentation and Geometric Analysis—0
Potential Field as Scene Affordance for Behavior Change-Based Visual Risk Object Identification—0
A Formalization of Image Vectorization by Region Merging—0
A novel open-source ultrasound dataset with deep learning benchmarks for spinal cord injury localization and anatomical segmentationCode0
Instance Segmentation of Reinforced Concrete Bridges with Synthetic Point Clouds—0
Diffusion-based RGB-D Semantic Segmentation with Deformable Attention Transformer—0
Adapting Segment Anything Model for Unseen Object Instance Segmentation—0
ZeroSCD: Zero-Shot Street Scene Change Detection—0
TransUKAN:Computing-Efficient Hybrid KAN-Transformer for Enhanced Medical Image SegmentationCode0
Memory Matching is not Enough: Jointly Improving Memory Matching and Decoding for Video Object Segmentation—0
SOS: Segment Object System for Open-World Instance Segmentation With Object Priors—0
CUS3D :CLIP-based Unsupervised 3D Segmentation via Object-level Denoise—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
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