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Semantic Segmentation

Papers

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Showing 7101–7150 of 14763 papers

TitleStatusHype
Joint Segmentation and Deconvolution of Ultrasound Images Using a Hierarchical Bayesian Model based on Generalized Gaussian Priors—0
Deep Learning for LiDAR Point Clouds in Autonomous Driving: A Review—0
Lightweight HDR Camera ISP for Robust Perception in Dynamic Illumination Conditions via Fourier Adversarial Networks—0
LineMarkNet: Line Landmark Detection for Valet Parking—0
A Dynamically Weighted Loss Function for Unsupervised Image Segmentation—0
Joint shape learning and segmentation for medical images using a minimalistic deep network—0
Composite Learning for Robust and Effective Dense Predictions—0
Joint Stereo Video Deblurring, Scene Flow Estimation and Moving Object Segmentation—0
Composite Binary Decomposition Networks—0
Joint Topology-Preserving and Feature-Refinement Network for Curvilinear Structure Segmentation—0
LightFormer: A lightweight and efficient decoder for remote sensing image segmentation—0
JSMNet Improving Indoor Point Cloud Semantic and Instance Segmentation through Self-Attention and Multiscale—0
JSSR: A Joint Synthesis, Segmentation, and Registration System for 3D Multi-Modal Image Alignment of Large-scale Pathological CT Scans—0
Juggling With Representations: On the Information Transfer Between Imagery, Point Clouds, and Meshes for Multi-Modal Semantics—0
Deep Learning for Object Saliency Detection and Image Segmentation—0
Just Say Better or Worse: A Human-AI Collaborative Framework for Medical Image Segmentation Without Manual Annotations—0
Component Segmentation of Engineering Drawings Using Graph Convolutional Networks—0
Kaiwu: A Multimodal Manipulation Dataset and Framework for Robot Learning and Human-Robot Interaction—0
LIGHT: Joint Individual Building Extraction and Height Estimation from Satellite Images through a Unified Multitask Learning Network—0
Focal Attention Networks: optimising attention for biomedical image segmentation—0
KAN-Mamba FusionNet: Redefining Medical Image Segmentation with Non-Linear Modeling—0
FNOSeg3D: Resolution-Robust 3D Image Segmentation with Fourier Neural Operator—0
Complex Style Image Transformations for Domain Generalization in Medical Images—0
KCP: Kernel Cluster Pruning for Dense Labeling Neural Networks—0
Complex Relations in a Deep Structured Prediction Model for Fine Image Segmentation—0
Keep the Balance: A Parameter-Efficient Symmetrical Framework for RGB+X Semantic Segmentation—0
FMAS: Fast Multi-Objective SuperNet Architecture Search for Semantic Segmentation—0
BARNet: Bilinear Attention Network with Adaptive Receptive Fields for Surgical Instrument Segmentation—0
A Weakly-Supervised Semantic Segmentation Approach based on the Centroid Loss: Application to Quality Control and Inspection—0
Kernel Spectral Clustering and applications—0
Lift-the-flap: what, where and when for context reasoning—0
KEVS: Enhancing Segmentation of Visceral Adipose Tissue in Pre-Cystectomy CT with Gaussian Kernel Density Estimation—0
K-expectiles clustering—0
Key Instance Selection for Unsupervised Video Object Segmentation—0
Deep Learning in Medical Ultrasound Image Segmentation: a Review—0
Keypoint Based Weakly Supervised Human Parsing—0
Complex Network Construction for Interactive Image Segmentation using Particle Competition and Cooperation: A New Approach—0
Keypoint Transfer for Fast Whole-Body Segmentation—0
Complexer-YOLO: Real-Time 3D Object Detection and Tracking on Semantic Point Clouds—0
Kid-Net: Convolution Networks for Kidney Vessels Segmentation from CT-Volumes—0
Kidney and Kidney Tumor Segmentation using a Logical Ensemble of U-nets with Volumetric Validation—0
KinD-LCE Curve Estimation And Retinex Fusion On Low-Light Image—0
Fluorescent Neuronal Cells v2: Multi-Task, Multi-Format Annotations for Deep Learning in Microscopy—0
Kitchen Food Waste Image Segmentation and Classification for Compost Nutrients Estimation—0
Lifting GIS Maps into Strong Geometric Context for Scene Understanding—0
FlowVOS: Weakly-Supervised Visual Warping for Detail-Preserving and Temporally Consistent Single-Shot Video Object Segmentation—0
Complete & Label: A Domain Adaptation Approach to Semantic Segmentation of LiDAR Point Clouds—0
Kiwifruit detection in challenging conditions—0
KLDD: Kalman Filter based Linear Deformable Diffusion Model in Retinal Image Segmentation—0
FlowSDF: Flow Matching for Medical Image Segmentation Using Distance Transforms—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
4InternImage-HValidation mIoU62.9—Unverified
5M3I Pre-training (InternImage-H)Validation 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