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Semantic Segmentation

Papers

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Showing 3201–3250 of 14763 papers

TitleStatusHype
Unveiling Ancient Maya Settlements Using Aerial LiDAR Image Segmentation—0
Generalized Correspondence Matching via Flexible Hierarchical Refinement and Patch Descriptor Distillation—0
Frequency-Adaptive Dilated Convolution for Semantic SegmentationCode2
LightM-UNet: Mamba Assists in Lightweight UNet for Medical Image SegmentationCode3
FedFMS: Exploring Federated Foundation Models for Medical Image SegmentationCode2
Attention-guided Feature Distillation for Semantic Segmentation—0
LVIC: Multi-modality segmentation by Lifting Visual Info as Cue—0
Embedded Deployment of Semantic Segmentation in Medicine through Low-Resolution Inputs—0
ProMISe: Promptable Medical Image Segmentation using SAMCode1
Depth-aware Test-Time Training for Zero-shot Video Object SegmentationCode1
SAM-PD: How Far Can SAM Take Us in Tracking and Segmenting Anything in Videos by Prompt DenoisingCode0
Multi-task Learning for Real-time Autonomous Driving Leveraging Task-adaptive Attention Generator—0
GSNeRF: Generalizable Semantic Neural Radiance Fields with Enhanced 3D Scene Understanding—0
Multi-Grained Cross-modal Alignment for Learning Open-vocabulary Semantic Segmentation from Text Supervision—0
Self and Mixed Supervision to Improve Training Labels for Multi-Class Medical Image Segmentation—0
Causal Prototype-inspired Contrast Adaptation for Unsupervised Domain Adaptive Semantic Segmentation of High-resolution Remote Sensing Imagery—0
ECAP: Extensive Cut-and-Paste Augmentation for Unsupervised Domain Adaptive Semantic SegmentationCode0
DINOv2 based Self Supervised Learning For Few Shot Medical Image SegmentationCode1
CenterDisks: Real-time instance segmentation with disk coveringCode0
Enhancing Weakly Supervised 3D Medical Image Segmentation through Probabilistic-aware LearningCode1
FastOcc: Accelerating 3D Occupancy Prediction by Fusing the 2D Bird's-Eye View and Perspective View—0
ActiveAD: Planning-Oriented Active Learning for End-to-End Autonomous Driving—0
Learning without Exact Guidance: Updating Large-scale High-resolution Land Cover Maps from Low-resolution Historical LabelsCode2
DDF: A Novel Dual-Domain Image Fusion Strategy for Remote Sensing Image Semantic Segmentation with Unsupervised Domain Adaptation—0
Deep Common Feature Mining for Efficient Video Semantic SegmentationCode0
Improved LiDAR Odometry and Mapping using Deep Semantic Segmentation and Novel Outliers Detection—0
Bayesian Uncertainty Estimation by Hamiltonian Monte Carlo: Applications to Cardiac MRI Segmentation—0
AllSpark: Reborn Labeled Features from Unlabeled in Transformer for Semi-Supervised Semantic SegmentationCode2
Self-Supervised Facial Representation Learning with Facial Region Awareness—0
Map-aided annotation for pole base detection—0
Semi-Supervised Semantic Segmentation Based on Pseudo-Labels: A Survey—0
RISeg: Robot Interactive Object Segmentation via Body Frame-Invariant Features—0
MCA: Moment Channel Attention NetworksCode0
Self-Supervised Representation Learning with Meta Comprehensive Regularization—0
End-to-End Human Instance MattingCode1
AIO2: Online Correction of Object Labels for Deep Learning with Incomplete Annotation in Remote Sensing Image SegmentationCode1
EAGLE: Eigen Aggregation Learning for Object-Centric Unsupervised Semantic SegmentationCode2
CDSE-UNet: Enhancing COVID-19 CT Image Segmentation with Canny Edge Detection and Dual-Path SENet Feature Fusion—0
Boosting Box-supervised Instance Segmentation with Pseudo Depth—0
Benchmarking Segmentation Models with Mask-Preserved Attribute EditingCode1
Auxiliary Tasks Enhanced Dual-affinity Learning for Weakly Supervised Semantic Segmentation—0
Image-Based Dietary Assessment: A Healthy Eating Plate Estimation System—0
GLFNET: Global-Local (frequency) Filter Networks for efficient medical image segmentation—0
Rethinking Few-shot 3D Point Cloud Semantic SegmentationCode2
YOLO-MED : Multi-Task Interaction Network for Biomedical Images—0
Small, Versatile and Mighty: A Range-View Perception Framework—0
FusionVision: A comprehensive approach of 3D object reconstruction and segmentation from RGB-D cameras using YOLO and fast segment anythingCode2
PEM: Prototype-based Efficient MaskFormer for Image SegmentationCode2
PrPSeg: Universal Proposition Learning for Panoramic Renal Pathology Segmentation—0
HyenaPixel: Global Image Context with ConvolutionsCode0
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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