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Semantic Segmentation

Papers

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Showing 14101–14150 of 14763 papers

TitleStatusHype
Few-Shot Learning for Annotation-Efficient Nucleus Instance Segmentation—0
Few-shot Medical Image Segmentation using a Global Correlation Network with Discriminative Embedding—0
Few-shot Medical Image Segmentation with Cycle-resemblance Attention—0
Few-Shot Medical Image Segmentation with Large Kernel Attention—0
Few-Shot Meta-Learning on Point Cloud for Semantic Segmentation—0
Few-shot pixel-precise document layout segmentation via dynamic instance generation and local thresholding—0
Few-Shot Point Cloud Semantic Segmentation via Contrastive Self-Supervision and Multi-Resolution Attention—0
Meta-learning with implicit gradients in a few-shot setting for medical image segmentation—0
Few-shot Segmentation with Optimal Transport Matching and Message Flow—0
Few-shot Semantic Image Synthesis with Class Affinity Transfer—0
Few-shot Semantic Learning for Robust Multi-Biome 3D Semantic Mapping in Off-Road Environments—0
Few Shot Semantic Segmentation: a review of methodologies, benchmarks, and open challenges—0
Few-Shot Semantic Segmentation Augmented with Image-Level Weak Annotations—0
Few-Shot Semantic Segmentation with Democratic Attention Networks—0
Few-Shot Semantic Segmentation With Cyclic Memory Network—0
FFPN: Fourier Feature Pyramid Network for Ultrasound Image Segmentation—0
FG-Depth: Flow-Guided Unsupervised Monocular Depth Estimation—0
FGN: Fully Guided Network for Few-Shot Instance Segmentation—0
FIAS: Feature Imbalance-Aware Medical Image Segmentation with Dynamic Fusion and Mixing Attention—0
FickleNet: Weakly and Semi-supervised Semantic Image Segmentation using Stochastic Inference—0
FIESTA: Fourier-Based Semantic Augmentation with Uncertainty Guidance for Enhanced Domain Generalizability in Medical Image Segmentation—0
FIF-UNet: An Efficient UNet Using Feature Interaction and Fusion for Medical Image Segmentation—0
Filter Design and Performance Evaluation for Fingerprint Image Segmentation—0
Fully Automated 3D Segmentation of MR-Imaged Calf Muscle Compartments: Neighborhood Relationship Enhanced Fully Convolutional Network—0
Financial Table Extraction in Image Documents—0
Finding NeMo: Negative-mined Mosaic Augmentation for Referring Image Segmentation—0
Finding the Most Transferable Tasks for Brain Image Segmentation—0
Find my mug: Efficient object search with a mobile robot using semantic segmentation—0
Find Your Own Way: Weakly-Supervised Segmentation of Path Proposals for Urban Autonomy—0
Fine-grained building roof instance segmentation based on domain adapted pretraining and composite dual-backbone—0
Fine-Grained Crowd Counting—0
Fine-Grained Off-Road Semantic Segmentation and Mapping via Contrastive Learning—0
Fine-grained Recurrent Neural Networks for Automatic Prostate Segmentation in Ultrasound Images—0
Fine-Grained Semantic Segmentation of Motion Capture Data using Dilated Temporal Fully-Convolutional Networks—0
Fine-grained Synthesis of Unrestricted Adversarial Examples—0
Fine-tuning vision foundation model for crack segmentation in civil infrastructures—0
Fine tuning U-Net for ultrasound image segmentation: which layers?—0
Finger Vein Recognition by Generating Code—0
Firearm Detection via Convolutional Neural Networks: Comparing a Semantic Segmentation Model Against End-to-End Solutions—0
First arrival picking using U-net with Lovasz loss and nearest point picking method—0
FISBe: A Real-World Benchmark Dataset for Instance Segmentation of Long-Range Thin Filamentous Structures—0
FisherTune: Fisher-Guided Robust Tuning of Vision Foundation Models for Domain Generalized Segmentation—0
FisheyeDetNet: 360° Surround view Fisheye Camera based Object Detection System for Autonomous Driving—0
FisheyeMultiNet: Real-time Multi-task Learning Architecture for Surround-view Automated Parking System—0
FISHING Net: Future Inference of Semantic Heatmaps In Grids—0
FixMatchSeg: Fixing FixMatch for Semi-Supervised Semantic Segmentation—0
Flame quality monitoring of flare stack based on deep visual features—0
FLARES: Fast and Accurate LiDAR Multi-Range Semantic Segmentation—0
FLAVARS: A Multimodal Foundational Language and Vision Alignment Model for Remote Sensing—0
Flow 2.0 -a flexible, scalable, cross-platform post-processing software for realtime phase contrast sequences—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