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Semantic Segmentation

Papers

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Showing 14151–14200 of 14763 papers

TitleStatusHype
Flow Based Self-supervised Pixel Embedding for Image Segmentation—0
FlowCut: Unsupervised Video Instance Segmentation via Temporal Mask Matching—0
Flower Categorization using Deep Convolutional Neural Networks—0
Flow-free Video Object Segmentation—0
Flow-guided Semi-supervised Video Object Segmentation—0
FlowSDF: Flow Matching for Medical Image Segmentation Using Distance Transforms—0
FlowVOS: Weakly-Supervised Visual Warping for Detail-Preserving and Temporally Consistent Single-Shot Video Object Segmentation—0
Fluorescent Neuronal Cells v2: Multi-Task, Multi-Format Annotations for Deep Learning in Microscopy—0
FMAS: Fast Multi-Objective SuperNet Architecture Search for Semantic Segmentation—0
FNOSeg3D: Resolution-Robust 3D Image Segmentation with Fourier Neural Operator—0
Focal Attention Networks: optimising attention for biomedical image segmentation—0
Focus on Your Target: A Dual Teacher-Student Framework for Domain-adaptive Semantic Segmentation—0
FODVid: Flow-guided Object Discovery in Videos—0
FogROS2-FT: Fault Tolerant Cloud Robotics—0
Food Image Classification and Segmentation with Attention-based Multiple Instance Learning—0
FoodMem: Near Real-time and Precise Food Video Segmentation—0
Fooling Polarization-based Vision using Locally Controllable Polarizing Projection—0
ForamViT-GAN: Exploring New Paradigms in Deep Learning for Micropaleontological Image Analysis—0
Forecasting Future Instance Segmentation with Learned Optical Flow and Warping—0
Foreground Clustering for Joint Segmentation and Localization in Videos and Images—0
Foreground object segmentation in RGB-D data implemented on GPU—0
Foreign object segmentation in chest x-rays through anatomy-guided shape insertion—0
Forest and Water Bodies Segmentation Through Satellite Images Using U-Net—0
ForestEyes Project: Conception, Enhancements, and Challenges—0
Forest Inspection Dataset for Aerial Semantic Segmentation and Depth Estimation—0
FOR-instance: a UAV laser scanning benchmark dataset for semantic and instance segmentation of individual trees—0
Forming A Random Field via Stochastic Cliques: From Random Graphs to Fully Connected Random Fields—0
Foundation AI Model for Medical Image Segmentation—0
Weakly Supervised LiDAR Semantic Segmentation via Scatter Image Annotation—0
Foundation Model Drives Weakly Incremental Learning for Semantic Segmentation—0
Foundation Models for Biomedical Image Segmentation: A Survey—0
FoundPose: Unseen Object Pose Estimation with Foundation Features—0
Fourier Boundary Features Network with Wider Catchers for Glass Segmentation—0
FourierLoss: Shape-Aware Loss Function with Fourier Descriptors—0
FourierMask: Instance Segmentation using Fourier Mapping in Implicit Neural Networks—0
FoxInst: A Frustratingly Simple Baseline for Weakly Few-shot Instance Segmentation—0
FPCD: An Open Aerial VHR Dataset for Farm Pond Change Detection—0
FPGA based Parallelized Architecture of Efficient Graph based Image Segmentation Algorithm—0
FP-PET: Large Model, Multiple Loss And Focused Practice—0
Fractal Pyramid Networks—0
Fractional Calculus In Image Processing: A Review—0
Frame-to-Frame Aggregation of Active Regions in Web Videos for Weakly Supervised Semantic Segmentation—0
Framework for lung CT image segmentation based on UNet++—0
FRAP analysis Measuring biophysical kinetic parameters using image analysis—0
FRCNet Frequency and Region Consistency for Semi-supervised Medical Image Segmentation—0
Free Form based active contours for image segmentation and free space perception—0
Free Lunch for Co-Saliency Detection: Context Adjustment—0
FreeSeg-Diff: Training-Free Open-Vocabulary Segmentation with Diffusion Models—0
FreeSeg: Free Mask from Interpretable Contrastive Language-Image Pretraining for Semantic Segmentation—0
FreeSeg: Unified, Universal and Open-Vocabulary Image 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