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Semantic Segmentation

Papers

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Showing 6851–6900 of 14763 papers

TitleStatusHype
ConstScene: Dataset and Model for Advancing Robust Semantic Segmentation in Construction EnvironmentsCode0
2D-Guided 3D Gaussian Segmentation—0
Medical Report Generation based on Segment-Enhanced Contrastive Representation Learning—0
VirtualPainting: Addressing Sparsity with Virtual Points and Distance-Aware Data Augmentation for 3D Object Detection—0
Dual-scale Enhanced and Cross-generative Consistency Learning for Semi-supervised Medical Image SegmentationCode0
PULASki: Learning inter-rater variability using statistical distances to improve probabilistic segmentationCode0
Prototype-Based Approach for One-Shot Segmentation of Brain Tumors using Few-Shot Learning—0
Make Me a BNN: A Simple Strategy for Estimating Bayesian Uncertainty from Pre-trained Models—0
Variance-insensitive and Target-preserving Mask Refinement for Interactive Image Segmentation—0
Multi-task Learning To Improve Semantic Segmentation Of CBCT Scans Using Image Reconstruction—0
BEVSeg2TP: Surround View Camera Bird's-Eye-View Based Joint Vehicle Segmentation and Ego Vehicle Trajectory Prediction—0
Segment Anything Model Meets Image Harmonization—0
FedSODA: Federated Cross-assessment and Dynamic Aggregation for Histopathology SegmentationCode0
MetaSegNet: Metadata-collaborative Vision-Language Representation Learning for Semantic Segmentation of Remote Sensing Images—0
JoReS-Diff: Joint Retinex and Semantic Priors in Diffusion Model for Low-light Image Enhancement—0
No More Shortcuts: Realizing the Potential of Temporal Self-Supervision—0
Testing the Segment Anything Model on radiology data—0
All for One, and One for All: UrbanSyn Dataset, the third Musketeer of Synthetic Driving Scenes—0
Active contours driven by local and global intensity fitting energy with application to SAR image segmentation and its fast solvers—0
DDOS: The Drone Depth and Obstacle Segmentation Dataset—0
Surf-CDM: Score-Based Surface Cold-Diffusion Model For Medical Image Segmentation—0
Rethinking LiDAR Domain Generalization: Single Source as Multiple Density DomainsCode0
Research on Multilingual Natural Scene Text Detection AlgorithmCode0
PlaNet-S: Automatic Semantic Segmentation of Placenta—0
Collaborative Learning for Annotation-Efficient Volumetric MR Image Segmentation—0
Language-Assisted 3D Scene Understanding—0
Appearance-Based Refinement for Object-Centric Motion Segmentation—0
SeeBel: Seeing is BelievingCode0
How to Efficiently Annotate Images for Best-Performing Deep Learning Based Segmentation Models: An Empirical Study with Weak and Noisy Annotations and Segment Anything ModelCode0
SAI3D: Segment Any Instance in 3D Scenes—0
Artificial intelligence optical hardware empowers high-resolution hyperspectral video understanding at 1.2 Tb/s—0
ESDMR-Net: A Lightweight Network With Expand-Squeeze and Dual Multiscale Residual Connections for Medical Image Segmentation—0
Semantic Segmentation Using Transfer Learning on Fisheye Images—0
All Attention U-NET for Semantic Segmentation of Intracranial Hemorrhages In Head CT Images—0
Q-Segment: Segmenting Images In-Sensor for Vessel-Based Medical Diagnosis—0
Density Matters: Improved Core-set for Active Domain Adaptive Segmentation—0
SQA-SAM: Segmentation Quality Assessment for Medical Images Utilizing the Segment Anything Model—0
Hierarchical Graph Pattern Understanding for Zero-Shot VOSCode0
Towards the Unification of Generative and Discriminative Visual Foundation Model: A Survey—0
AEGIS-Net: Attention-guided Multi-Level Feature Aggregation for Indoor Place RecognitionCode0
WeatherProof: A Paired-Dataset Approach to Semantic Segmentation in Adverse Weather—0
Influence of Prompting Strategies on Segment Anything Model (SAM) for Short-axis Cardiac MRI segmentation—0
Semi-supervised Semantic Segmentation Meets Masked Modeling:Fine-grained Locality Learning Matters in Consistency Regularization—0
Segment Beyond View: Handling Partially Missing Modality for Audio-Visual Semantic Segmentation—0
LIME: Localized Image Editing via Attention Regularization in Diffusion Models—0
ReCoRe: Regularized Contrastive Representation Learning of World Model—0
Offshore Wind Plant Instance Segmentation Using Sentinel-1 Time Series, GIS, and Semantic Segmentation Models—0
SAM-guided Graph Cut for 3D Instance Segmentation—0
TAM-VT: Transformation-Aware Multi-scale Video Transformer for Segmentation and Tracking—0
ASLseg: Adapting SAM in the Loop for Semi-supervised Liver Tumor 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