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Semantic Segmentation

Papers

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Showing 14351–14400 of 14763 papers

TitleStatusHype
Fast semantic segmentation of 3d point clouds with strongly varying density—0
Joint Learning Templates and Slots for Event Schema Induction—0
Graph clustering, variational image segmentation methods and Hough transform scale detection for object measurement in images—0
A Survey of Semantic Segmentation—0
Cell segmentation with random ferns and graph-cuts—0
Deconvolutional Feature Stacking for Weakly-Supervised Semantic Segmentation—0
Global Deconvolutional Networks for Semantic Segmentation—0
Generating Discriminative Object Proposals via Submodular Ranking—0
A Critical Connectivity Radius for Segmenting Randomly-Generated, High Dimensional Data Points—0
Bayesian nonparametric image segmentation using a generalized Swendsen-Wang algorithm—0
A Semi-Automated Method for Object Segmentation in Infant's Egocentric Videos to Study Object Perception—0
Screen Content Image Segmentation Using Sparse Decomposition and Total Variation Minimization—0
Sub-cortical brain structure segmentation using F-CNN's—0
On distances, paths and connections for hyperspectral image segmentation—0
A-expansion for multiple "hedgehog" shapes—0
Disaggregation of SMAP L3 Brightness Temperatures to 9km using Kernel Machines—0
Multicuts and Perturb & MAP for Probabilistic Graph Clustering—0
Automatic 3D object detection of Proteins in Fluorescent labeled microscope images with spatial statistical analysis—0
Gamifying Video Object Segmentation—0
GPU-Based Fuzzy C-Means Clustering Algorithm for Image Segmentation—0
Actor-Action Semantic Segmentation with Grouping Process Models—0
Graph entropies in texture segmentation of images—0
Learning Transferrable Knowledge for Semantic Segmentation with Deep Convolutional Neural Network—0
Car Segmentation and Pose Estimation using 3D Object Models—0
Neutro-Connectedness Cut—0
Context Driven Label Fusion for segmentation of Subcutaneous and Visceral Fat in CT Volumes—0
Instance-aware Semantic Segmentation via Multi-task Network CascadesCode0
Understanding Human-Centric Images: From Geometry to Fashion—0
Origami: A 803 GOp/s/W Convolutional Network Accelerator—0
Affinity CNN: Learning Pixel-Centric Pairwise Relations for Figure/Ground Embedding—0
Enhancing Road Maps by Parsing Aerial Images Around the World—0
A Projection Free Method for Generalized Eigenvalue Problem With a Nonsmooth Regularizer—0
Entropy Minimization for Convex Relaxation Approaches—0
Inferring M-Best Diverse Labelings in a Single One—0
Hierarchical Higher-Order Regression Forest Fields: An Application to 3D Indoor Scene Labelling—0
Higher-Order Inference for Multi-Class Log-Supermodular Models—0
Learning Structured Output Representation using Deep Conditional Generative ModelsCode0
Weakly Supervised Graph Based Semantic Segmentation by Learning Communities of Image-Parts—0
StereoSnakes: Contour Based Consistent Object Extraction For Stereo Images—0
Semi-Supervised Normalized Cuts for Image Segmentation—0
Semantic Segmentation With Object Clique Potential—0
Mixed Robust/Average Submodular Partitioning: Fast Algorithms, Guarantees, and Applications—0
Optimizing Expected Intersection-Over-Union With Candidate-Constrained CRFs—0
Robust Image Segmentation Using Contour-Guided Color PalettesCode0
Weakly- and Semi-Supervised Learning of a Deep Convolutional Network for Semantic Image SegmentationCode0
Planar Ultrametrics for Image Segmentation—0
Object Detection via a Multi-Region and Semantic Segmentation-Aware CNN ModelCode0
Self-Occlusions and Disocclusions in Causal Video Object Segmentation—0
Oriented Light-Field Windows for Scene Flow—0
Semantic Component Analysis—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