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Semantic Segmentation

Papers

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Showing 14551–14600 of 14763 papers

TitleStatusHype
Beyond Pixels: A Comprehensive Survey from Bottom-up to Semantic Image Segmentation and Cosegmentation—0
Parametric Image Segmentation of Humans with Structural Shape Priors—0
Unsupervised image segmentation by Global and local Criteria Optimization Based on Bayesian Networks—0
Handwritten Devanagari Script Segmentation: A non-linear Fuzzy Approach—0
Active Mean Fields for Probabilistic Image Segmentation: Connections with Chan-Vese and Rudin-Osher-Fatemi Models—0
Meaningful Objects Segmentation from SAR Images via A Multi-Scale Non-Local Active Contour Model—0
Screen Content Image Segmentation Using Least Absolute Deviation Fitting—0
Filter Design and Performance Evaluation for Fingerprint Image Segmentation—0
Inverse Renormalization Group Transformation in Bayesian Image Segmentations—0
Fully Convolutional Multi-Class Multiple Instance LearningCode0
A deep-structured fully-connected random field model for structured inference—0
Semantic Part Segmentation using Compositional Model combining Shape and Appearance—0
Highly Efficient Forward and Backward Propagation of Convolutional Neural Networks for Pixelwise Classification—0
Combining the Best of Graphical Models and ConvNets for Semantic Segmentation—0
An Automatic Seeded Region Growing for 2D Biomedical Image Segmentation—0
Candidate Constrained CRFs for Loss-Aware Structured Prediction—0
Multi-Atlas Segmentation of Biomedical Images: A Survey—0
Brain Tumor Detection Based on Bilateral Symmetry Information—0
Joint Segmentation and Deconvolution of Ultrasound Images Using a Hierarchical Bayesian Model based on Generalized Gaussian Priors—0
Convolutional Feature Masking for Joint Object and Stuff SegmentationCode0
DeepEdge: A Multi-Scale Bifurcated Deep Network for Top-Down Contour Detection—0
Feedforward semantic segmentation with zoom-out featuresCode0
Learning From Weakly Supervised Data by The Expectation Loss SVM (e-SVM) algorithm—0
Message Passing Inference for Large Scale Graphical Models with High Order Potentials—0
Large-scale Binary Quadratic Optimization Using Semidefinite Relaxation and Applications—0
From Image-level to Pixel-level Labeling with Convolutional Networks—0
Hypercolumns for Object Segmentation and Fine-grained LocalizationCode0
Clustering evolving data using kernel-based methods—0
Fully Convolutional Neural Networks for Crowd Segmentation—0
Power-Law Graph Cuts—0
An Unsupervised Ensemble-based Markov Random Field Approach to Microscope Cell Image Segmentation—0
Salient Object Detection: A Discriminative Regional Feature Integration Approach—0
10,000+ Times Accelerated Robust Subset Selection (ARSS)—0
Quantum Edge Detection for Image Segmentation in Optical Environments—0
Identifying Synapses Using Deep and Wide Multiscale Recursive Networks—0
Focused Proofreading: Efficiently Extracting Connectomes from Segmented EM ImagesCode0
A Multi-Plane Block-Coordinate Frank-Wolfe Algorithm for Training Structural SVMs with a Costly max-Oracle—0
GIMP and Wavelets for Medical Image Processing: Enhancing Images of the Fundus of the Eye—0
Object Segmentation in Images using EEG Signals—0
Real-Time and Robust Method for Hand Gesture Recognition System Based on Cross-Correlation Coefficient—0
Multi-layered Image Representation for Image Interpretation—0
Clustering Approach Towards Image Segmentation: An Analytical Study—0
Learning Rich Features from RGB-D Images for Object Detection and SegmentationCode0
Globally Optimal Joint Image Segmentation and Shape Matching Based on Wasserstein Modes—0
An Enhancement Neighborhood connected Segmentation for 2D-Cellular Image—0
CIDI-Lung-Seg: A Single-Click Annotation Tool for Automatic Delineation of Lungs from CT Scans—0
Near-optimal Keypoint Sampling for Fast Pathological Lung Segmentation—0
Simultaneous Detection and Segmentation—0
Cortical spatio-temporal dimensionality reduction for visual grouping—0
Fusion Based Holistic Road Scene Understanding—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