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Semantic Segmentation

Papers

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Showing 3401–3450 of 14763 papers

TitleStatusHype
A Framework for Building Point Cloud Cleaning, Plane Detection and Semantic Segmentation—0
We're Not Using Videos Effectively: An Updated Domain Adaptive Video Segmentation BaselineCode1
SAGD: Boundary-Enhanced Segment Anything in 3D Gaussian via Gaussian DecompositionCode2
Datacube segmentation via Deep Spectral ClusteringCode0
Rapid post-disaster infrastructure damage characterisation enabled by remote sensing and deep learning technologies -- a tiered approach—0
Convolution Meets LoRA: Parameter Efficient Finetuning for Segment Anything Model—0
SU-SAM: A Simple Unified Framework for Adapting Segment Anything Model in Underperformed ScenesCode1
Individual mapping of large polymorphic shrubs in high mountains using satellite images and deep learning—0
Towards Image Semantics and Syntax Sequence LearningCode0
Leveraging Swin Transformer for Local-to-Global Weakly Supervised Semantic SegmentationCode0
MF-MOS: A Motion-Focused Model for Moving Object SegmentationCode2
MESA: Matching Everything by Segmenting Anything—0
VR-GS: A Physical Dynamics-Aware Interactive Gaussian Splatting System in Virtual Reality—0
YOLO-World: Real-Time Open-Vocabulary Object DetectionCode9
Evaluation of Out-of-Distribution Detection Performance on Autonomous Driving Datasets—0
MouSi: Poly-Visual-Expert Vision-Language ModelsCode2
CAFCT-Net: A CNN-Transformer Hybrid Network with Contextual and Attentional Feature Fusion for Liver Tumor Segmentation—0
DMCE: Diffusion Model Channel Enhancer for Multi-User Semantic Communication Systems—0
Bridging Generative and Discriminative Models for Unified Visual Perception with Diffusion Priors—0
HICH Image/Text (HICH-IT): Comprehensive Text and Image Datasets for Hypertensive Intracerebral Hemorrhage ResearchCode0
Breaking the Barrier: Selective Uncertainty-based Active Learning for Medical Image SegmentationCode0
SERNet-Former: Semantic Segmentation by Efficient Residual Network with Attention-Boosting Gates and Attention-Fusion NetworksCode2
SegmentAnyTree: A sensor and platform agnostic deep learning model for tree segmentation using laser scanning data—0
UP-CrackNet: Unsupervised Pixel-Wise Road Crack Detection via Adversarial Image RestorationCode1
ParaTransCNN: Parallelized TransCNN Encoder for Medical Image SegmentationCode1
DeepGI: An Automated Approach for Gastrointestinal Tract Segmentation in MRI Scans—0
SAM-based instance segmentation models for the automation of structural damage detection—0
Vanishing-Point-Guided Video Semantic Segmentation of Driving ScenesCode0
Biological Valuation Map of Flanders: A Sentinel-2 Imagery Analysis—0
SSR: SAM is a Strong Regularizer for domain adaptive semantic segmentation—0
Kitchen Food Waste Image Segmentation and Classification for Compost Nutrients Estimation—0
BootPIG: Bootstrapping Zero-shot Personalized Image Generation Capabilities in Pretrained Diffusion ModelsCode1
Self-supervised Video Object Segmentation with Distillation Learning of Deformable Attention—0
On generalisability of segment anything model for nuclear instance segmentation in histology images—0
Vivim: a Video Vision Mamba for Medical Video SegmentationCode2
UrbanGenAI: Reconstructing Urban Landscapes using Panoptic Segmentation and Diffusion Models—0
Unlocking Past Information: Temporal Embeddings in Cooperative Bird's Eye View Prediction—0
Inconsistency Masks: Removing the Uncertainty from Input-Pseudo-Label PairsCode1
Rethinking Patch Dependence for Masked AutoencodersCode2
CloudTracks: A Dataset for Localizing Ship Tracks in Satellite Images of Clouds—0
Health Digital Twins Supported by Artificial Intelligence-based Algorithms and Extended Reality in Cardiology—0
ProCNS: Progressive Prototype Calibration and Noise Suppression for Weakly-Supervised Medical Image SegmentationCode1
Towards Complementary Knowledge Distillation for Efficient Dense Image Prediction—0
SEDNet: Shallow Encoder-Decoder Network for Brain Tumor SegmentationCode0
Synthetic data enables faster annotation and robust segmentation for multi-object grasping in clutter—0
Segment Any Cell: A SAM-based Auto-prompting Fine-tuning Framework for Nuclei Segmentation—0
UNIMO-G: Unified Image Generation through Multimodal Conditional Diffusion—0
SegMamba: Long-range Sequential Modeling Mamba For 3D Medical Image SegmentationCode4
Tyche: Stochastic In-Context Learning for Medical Image SegmentationCode2
PA-SAM: Prompt Adapter SAM for High-Quality Image SegmentationCode2
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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