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Semantic Segmentation

Papers

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Showing 4951–5000 of 14763 papers

TitleStatusHype
SmartEraser: Remove Anything from Images using Masked-Region Guidance—0
Hierarchical Superpixel Segmentation via Structural Information TheoryCode0
UNetVL: Enhancing 3D Medical Image Segmentation with Chebyshev KAN Powered Vision-LSTMCode0
Kolmogorov-Arnold Network for Remote Sensing Image Semantic Segmentation—0
FedSemiDG: Domain Generalized Federated Semi-supervised Medical Image Segmentation—0
Adaptive Noise-Tolerant Network for Image Segmentation—0
PGP-SAM: Prototype-Guided Prompt Learning for Efficient Few-Shot Medical Image SegmentationCode0
SAM-DA: Decoder Adapter for Efficient Medical Domain Adaptation—0
LarvSeg: Exploring Image Classification Data For Large Vocabulary Semantic Segmentation via Category-wise Attentive ClassifierCode0
Imbalanced Medical Image Segmentation with Pixel-dependent Noisy LabelsCode0
Static Segmentation by Tracking: A Frustratingly Label-Efficient Approach to Fine-Grained Segmentation—0
UCloudNet: A Residual U-Net with Deep Supervision for Cloud Image SegmentationCode0
Parking Space Detection in the City of GranadaCode0
Multi-Context Temporal Consistent Modeling for Referring Video Object SegmentationCode0
Advancing ALS Applications with Large-Scale Pre-training: Dataset Development and Downstream AssessmentCode0
Domain-Incremental Semantic Segmentation for Autonomous Driving under Adverse Driving Conditions—0
Rethinking domain generalization in medical image segmentation: One image as one domain—0
BEN: Using Confidence-Guided Matting for Dichotomous Image SegmentationCode0
Test-Time Optimization for Domain Adaptive Open Vocabulary SegmentationCode0
Rapid Automated Mapping of Clouds on Titan With Instance SegmentationCode0
NextStop: An Improved Tracker For Panoptic LIDAR Segmentation DataCode0
EditAR: Unified Conditional Generation with Autoregressive Models—0
SELMA3D challenge: Self-supervised learning for 3D light-sheet microscopy image segmentation—0
DGSSA: Domain generalization with structural and stylistic augmentation for retinal vessel segmentation—0
Generative Style Transfer for MRI Image Segmentation: A Case of Glioma Segmentation in Sub-Saharan AfricaCode0
AutoFish: Dataset and Benchmark for Fine-grained Analysis of Fish—0
Image Segmentation: Inducing graph-based learningCode0
CFFormer: Cross CNN-Transformer Channel Attention and Spatial Feature Fusion for Improved Segmentation of Low Quality Medical Images—0
Superpixel Boundary Correction for Weakly-Supervised Semantic Segmentation on Histopathology Images—0
VOILA: Complexity-Aware Universal Segmentation of CT images by Voxel Interacting with LanguageCode0
PARF-Net: integrating pixel-wise adaptive receptive fields into hybrid Transformer-CNN network for medical image segmentation—0
Rate-My-LoRA: Efficient and Adaptive Federated Model Tuning for Cardiac MRI Segmentation—0
The 2nd Place Solution from the 3D Semantic Segmentation Track in the 2024 Waymo Open Dataset Challenge—0
Comprehensive Pathological Image Segmentation via Teacher Aggregation for Tumor Microenvironment Analysis—0
A Novel Vision Transformer for Camera-LiDAR Fusion based Traffic Object Segmentation—0
GLoG-CSUnet: Enhancing Vision Transformers with Adaptable Radiomic Features for Medical Image SegmentationCode0
4D-CS: Exploiting Cluster Prior for 4D Spatio-Temporal LiDAR Semantic SegmentationCode0
Framework for lung CT image segmentation based on UNet++—0
MedSegDiffNCA: Diffusion Models With Neural Cellular Automata for Skin Lesion Segmentation—0
tCURLoRA: Tensor CUR Decomposition Based Low-Rank Parameter Adaptation and Its Application in Medical Image Segmentation—0
Unsupervised Class Generation to Expand Semantic Segmentation Datasets—0
Tree-NET: Enhancing Medical Image Segmentation Through Efficient Low-Level Feature Training—0
Dedicated Inference Engine and Binary-Weight Neural Networks for Lightweight Instance Segmentation—0
IAM: Enhancing RGB-D Instance Segmentation with New BenchmarksCode0
Semantic Segmentation for Sequential Historical Maps by Learning from Only One Map—0
EAUWSeg: Eliminating annotation uncertainty in weakly-supervised medical image segmentation—0
Uncertainty and Energy based Loss Guided Semi-Supervised Semantic Segmentation—0
Leverage Cross-Attention for End-to-End Open-Vocabulary Panoptic Reconstruction—0
A Multi-task Supervised Compression Model for Split ComputingCode0
nnY-Net: Swin-NeXt with Cross-Attention for 3D Medical Images 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