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Semantic Segmentation

Papers

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Showing 1701–1750 of 14763 papers

TitleStatusHype
TransResNet: Integrating the Strengths of ViTs and CNNs for High Resolution Medical Image Segmentation via Feature GraftingCode1
Can We Remove the Ground? Obstacle-aware Point Cloud Compression for Remote Object Detection—0
Class-Agnostic Visio-Temporal Scene Sketch Semantic Segmentation—0
KANDU-Net:A Dual-Channel U-Net with KAN for Medical Image Segmentation—0
Automating MedSAM by Learning Prompts with Weak Few-Shot SupervisionCode1
Leveraging CAM Algorithms for Explaining Medical Semantic SegmentationCode0
Medical Image Segmentation with SAM-generated Annotations—0
Segmenting Wood Rot using Computer Vision Models—0
Erase, then Redraw: A Novel Data Augmentation Approach for Free Space Detection Using Diffusion Model—0
AUCSeg: AUC-oriented Pixel-level Long-tail Semantic SegmentationCode1
Towards Open-Vocabulary Semantic Segmentation Without Semantic Labels—0
Fully Aligned Network for Referring Image Segmentation—0
One Token to Seg Them All: Language Instructed Reasoning Segmentation in VideosCode2
All-in-One Image Coding for Joint Human-Machine Vision with Multi-Path AggregationCode1
X-Prompt: Multi-modal Visual Prompt for Video Object SegmentationCode1
MambaEviScrib: Mamba and Evidence-Guided Consistency Enhance CNN Robustness for Scribble-Based Weakly Supervised Ultrasound Image SegmentationCode0
Toward Deep Learning-based Segmentation and Quantitative Analysis of Cervical Spinal Cord Magnetic Resonance Images—0
MedCLIP-SAMv2: Towards Universal Text-Driven Medical Image SegmentationCode2
ADEPT: A Noninvasive Method for Determining Elastic Parameters of Valve Tissue—0
Gaussian Heritage: 3D Digitization of Cultural Heritage with Integrated Object Segmentation—0
Learning from Pattern Completion: Self-supervised Controllable GenerationCode0
Search3D: Hierarchical Open-Vocabulary 3D Segmentation—0
ProMerge: Prompt and Merge for Unsupervised Instance Segmentation—0
Reducing Semantic Ambiguity In Domain Adaptive Semantic Segmentation Via Probabilistic Prototypical Pixel ContrastCode0
When SAM2 Meets Video Camouflaged Object Segmentation: A Comprehensive Evaluation and AdaptationCode0
Excavating in the Wild: The GOOSE-Ex Dataset for Semantic Segmentation—0
A Surprisingly Simple Approach to Generalized Few-Shot Semantic SegmentationCode0
DRL-STNet: Unsupervised Domain Adaptation for Cross-modality Medical Image Segmentation via Disentangled Representation 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
Efficient Microscopic Image Instance Segmentation for Food Crystal Quality Control—0
Global-Local Medical SAM Adaptor Based on Full Adaption—0
Revisit Anything: Visual Place Recognition via Image Segment RetrievalCode2
EM-Net: Efficient Channel and Frequency Learning with Mamba for 3D Medical Image SegmentationCode2
Shape-intensity knowledge distillation for robust medical image segmentationCode0
Hierarchical End-to-End Autonomous Driving: Integrating BEV Perception with Deep Reinforcement Learning—0
VL4AD: Vision-Language Models Improve Pixel-wise Anomaly Detection—0
First Place Solution to the ECCV 2024 BRAVO Challenge: Evaluating Robustness of Vision Foundation Models for Semantic SegmentationCode1
Go-SLAM: Grounded Object Segmentation and Localization with Gaussian Splatting SLAM—0
PTQ4RIS: Post-Training Quantization for Referring Image SegmentationCode0
SDCL: Students Discrepancy-Informed Correction Learning for Semi-supervised Medical Image SegmentationCode1
Stochastic Subsampling With Average Pooling—0
WasteGAN: Data Augmentation for Robotic Waste Sorting through Generative Adversarial NetworksCode0
Going Beyond U-Net: Assessing Vision Transformers for Semantic Segmentation in Microscopy Image Analysis—0
DIAL: Dense Image-text ALignment for Weakly Supervised Semantic Segmentation—0
Autonomous Hiking Trail Navigation via Semantic Segmentation and Geometric Analysis—0
A Formalization of Image Vectorization by Region Merging—0
CAD: Memory Efficient Convolutional Adapter for Segment AnythingCode1
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
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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