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Semantic Segmentation

Papers

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Showing 6801–6850 of 14763 papers

TitleStatusHype
From Open-Vocabulary to Vocabulary-Free Semantic Segmentation—0
Aerial-PASS: Panoramic Annular Scene Segmentation in Drone Videos—0
From Image-level to Pixel-level Labeling with Convolutional Networks—0
Assessing the performance of CT image denoisers using Laguerre-Gauss Channelized Hotelling Observer for lesion detection—0
Learning On-Road Visual Control for Self-Driving Vehicles with Auxiliary Tasks—0
Instance segmentation based 6D pose estimation of industrial objects using point clouds for robotic bin-picking—0
Instance Segmentation Based Graph Extraction for Handwritten Circuit Diagram Images—0
Instance Segmentation based Semantic Matting for Compositing Applications—0
Deep-6DPose: Recovering 6D Object Pose from a Single RGB Image—0
Learning Pixel Trajectories with Multiscale Contrastive Random Walks—0
From Forks to Forceps: A New Framework for Instance Segmentation of Surgical Instruments—0
From Few to More: Scribble-based Medical Image Segmentation via Masked Context Modeling and Continuous Pseudo Labels—0
CondenseUNet: A Memory-Efficient Condensely-Connected Architecture for Bi-ventricular Blood Pool and Myocardium Segmentation—0
From Explanations to Segmentation: Using Explainable AI for Image Segmentation—0
From Deterministic to Probabilistic: A Novel Perspective on Domain Generalization for Medical Image Segmentation—0
Achieving Competitive Play Through Bottom-Up Approach in Semantic Segmentation—0
Learning Degradation-Independent Representations for Camera ISP Pipelines—0
From colouring-in to pointillism: revisiting semantic segmentation supervision—0
From CNN to Transformer: A Review of Medical Image Segmentation Models—0
Assessing Systematic Weaknesses of DNNs using Counterfactuals—0
From CAD models to soft point cloud labels: An automatic annotation pipeline for cheaply supervised 3D semantic segmentation—0
From Bird's-Eye to Street View: Crafting Diverse and Condition-Aligned Images with Latent Diffusion Model—0
From a Fourier-Domain Perspective on Adversarial Examples to a Wiener Filter Defense for Semantic Segmentation—0
Instance segmentation of fallen trees in aerial color infrared imagery using active multi-contour evolution with fully convolutional network-based intensity priors—0
Instance Segmentation of Fibers from Low Resolution CT Scans via 3D Deep Embedding Learning—0
Instance Segmentation of Industrial Point Cloud Data—0
Deep Attention Unet: A Network Model with Global Feature Perception Ability—0
Instance Segmentation of Multiple Myeloma Cells via Hybrid Task Cascade—0
Instance Segmentation of Reinforced Concrete Bridges with Synthetic Point Clouds—0
Instance Segmentation of Scene Sketches Using Natural Image Priors—0
From Active Contours to Minimal Geodesic Paths: New Solutions to Active Contours Problems by Eikonal Equations—0
Assessing SAM for Tree Crown Instance Segmentation from Drone Imagery—0
Go Wider: An Efficient Neural Network for Point Cloud Analysis via Group Convolutions—0
Instance Segmentation with Cross-Modal Consistency—0
Concurrent Discrimination and Alignment for Self-Supervised Feature Learning—0
Instance Segmentation with Point Supervision—0
Instance segmentation with the number of clusters incorporated in embedding learning—0
Instance Segmentation XXL-CT Challenge of a Historic Airplane—0
Instance-sensitive Fully Convolutional Networks—0
Learning Multiscale Consistency for Self-supervised Electron Microscopy Instance Segmentation—0
Instance-Specific Feature Propagation for Referring Segmentation—0
FREST: Feature RESToration for Semantic Segmentation under Multiple Adverse Conditions—0
Concept Mask: Large-Scale Segmentation from Semantic Concepts—0
Learning Neural Eigenfunctions for Unsupervised Semantic Segmentation—0
Learning Normalized Inputs for Iterative Estimation in Medical Image Segmentation—0
FreqU-FNet: Frequency-Aware U-Net for Imbalanced Medical Image Segmentation—0
Concept Guided Co-saliency Objection Detection—0
Concept-Aware LoRA for Domain-Aligned Segmentation Dataset Generation—0
Frequency Dropout: Feature-Level Regularization via Randomized Filtering—0
Aerial LaneNet: Lane Marking Semantic Segmentation in Aerial Imagery using Wavelet-Enhanced Cost-sensitive Symmetric Fully Convolutional Neural Networks—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