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Semantic Segmentation

Papers

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Showing 14701–14750 of 14763 papers

TitleStatusHype
Composite Statistical Inference for Semantic Segmentation—0
Ensemble Video Object Cut in Highly Dynamic Scenes—0
Deep Learning Shape Priors for Object Segmentation—0
A Sentence Is Worth a Thousand Pixels—0
GeoF: Geodesic Forests for Learning Coupled Predictors—0
Efficient Object Detection and Segmentation for Fine-Grained Recognition—0
Image Segmentation by Cascaded Region Agglomeration—0
A Principled Deep Random Field Model for Image Segmentation—0
Active Contours with Group Similarity—0
Learning for Structured Prediction Using Approximate Subgradient Descent with Working Sets—0
Spatial Inference Machines—0
PISA: Pixelwise Image Saliency by Aggregating Complementary Appearance Contrast Measures with Spatial Priors—0
Measures and Meta-Measures for the Supervised Evaluation of Image Segmentation—0
Perceptual Organization and Recognition of Indoor Scenes from RGB-D Images—0
Weakly-Supervised Dual Clustering for Image Semantic Segmentation—0
Robust Region Grouping via Internal Patch Statistics—0
Tensor-Based High-Order Semantic Relation Transfer for Semantic Scene Segmentation—0
SCALPEL: Segmentation Cascades with Localized Priors and Efficient Learning—0
Probabilistic Graphlet Cut: Exploiting Spatial Structure Cue for Weakly Supervised Image Segmentation—0
Video Object Segmentation through Spatially Accurate and Temporally Dense Extraction of Primary Object Regions—0
Nonlinearly Constrained MRFs: Exploring the Intrinsic Dimensions of Higher-Order Cliques—0
Semi-supervised Node Splitting for Random Forest Construction—0
A Local Active Contour Model for Image Segmentation with Intensity Inhomogeneity—0
Video Human Segmentation using Fuzzy Object Models and its Application to Body Pose Estimation of Toddlers for Behavior Studies—0
Higher-order Segmentation via Multicuts—0
Sparse Norm Filtering—0
A Bag of Words Approach for Semantic Segmentation of Monitored Scenes—0
A Contrario Selection of Optimal Partitions for Image Segmentation—0
Hybridization of Otsu Method and Median Filter for Color Image Segmentation—0
A Fast Semidefinite Approach to Solving Binary Quadratic ProblemsCode0
Event management for large scale event-driven digital hardware spiking neural networks—0
A Quorum Sensing Inspired Algorithm for Dynamic Clustering—0
A multiscale graph cut approach to bright-field multiple cell image segmentation using a Bhattacharyya measure—0
StructBoost: Boosting Methods for Predicting Structured Output Variables—0
Efficient MRF Energy Propagation for Video Segmentation via Bilateral Filters—0
GMM-Based Hidden Markov Random Field for Color Image and 3D Volume SegmentationCode0
A Generative Model for Parts-based Object Segmentation—0
Discriminatively Trained Sparse Code Gradients for Contour Detection—0
Blending Learning and Inference in Structured Prediction—0
Automatic Segmentation of Fluorescence Lifetime Microscopy Images of Cells Using Multi-Resolution Community Detection—0
HMRF-EM-image: Implementation of the Hidden Markov Random Field Model and its Expectation-Maximization AlgorithmCode0
Anatomical Structure Segmentation in Liver MRI Images—0
A Linear Approximation to the chi^2 Kernel with Geometric Convergence—0
Spectral Graph Cut from a Filtering Point of View—0
Large Scale Correlation Clustering OptimizationCode0
Higher-Order Correlation Clustering for Image Segmentation—0
Pylon Model for Semantic Segmentation—0
Probabilistic Joint Image Segmentation and Labeling—0
Spatial distance dependent Chinese restaurant processes for image segmentation—0
Combinatorial clustering and the beta negative binomial process—0
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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