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Semantic Segmentation

Papers

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Showing 14651–14700 of 14763 papers

TitleStatusHype
Bayesian image segmentations by Potts prior and loopy belief propagation—0
A Compact Linear Programming Relaxation for Binary Sub-modular MRF—0
MBIS: Multivariate Bayesian Image Segmentation ToolCode0
Closed-Form Training of Conditional Random Fields for Large Scale Image Segmentation—0
A Tiered Move-making Algorithm for General Non-submodular Pairwise Energies—0
Brain Tumor Detection Based On Mathematical Analysis and Symmetry Information—0
Spectral Clustering with Jensen-type kernels and their multi-point extensions—0
Parallel WiSARD object tracker: a ram-based tracking system—0
Evaluation of Image Segmentation and Filtering With ANN in the Papaya Leaf—0
Particle methods enable fast and simple approximation of Sobolev gradients in image segmentation—0
Automatic Estimation of Live Coffee Leaf Infection based on Image Processing Techniques—0
Application of the Ring Theory in the Segmentation of Digital Images—0
An Estimation Method of Measuring Image Quality for Compressed Images of Human Face—0
Scene Labeling with Contextual Hierarchical Models—0
Hierarchical pixel clustering for image segmentation—0
Study of Efficient Technique Based On 2D Tsallis Entropy For Image Thresholding—0
A parameterless scale-space approach to find meaningful modes in histograms - Application to image and spectrum segmentation—0
Discriminative Lexical Semantic Segmentation with Gaps: Running the MWE Gamut—0
Constrained Parametric Proposals and Pooling Methods for Semantic Segmentation in RGB-D Images—0
Deep Inside Convolutional Networks: Visualising Image Classification Models and Saliency MapsCode0
Co-Sparse Textural Similarity for Image Segmentation—0
Clustering using Vector Membership: An Extension of the Fuzzy C-Means Algorithm—0
Template-Based Active Contours—0
Modeling Clutter Perception using Parametric Proto-object Partitioning—0
Q-learning optimization in a multi-agents system for image segmentation—0
Reflection methods for user-friendly submodular optimization—0
Rich feature hierarchies for accurate object detection and semantic segmentationCode0
Efficient Information Theoretic Clustering on Discrete Lattices—0
Learning a Loopy Model For Semantic Segmentation Exactly—0
Contour Manifolds and Optimal Transport—0
Fast image segmentation and restoration using parametric curve evolution with junctions and topology changes—0
Efficient Energy Minimization for Enforcing Statistics—0
Multi-dimensional Parametric Mincuts for Constrained MAP Inference—0
Matching-Constrained Active Contours—0
Mammogram Edge Detection Using Hybrid Soft Computing Methods—0
Accuracy of MAP segmentation with hidden Potts and Markov mesh prior models via Path Constrained Viterbi Training, Iterated Conditional Modes and Graph Cut based algorithms—0
Multilevel Threshold Based Gray Scale Image Segmentation using Cuckoo Search—0
Active Contour Models for Manifold Valued Image Segmentation—0
Live-wire 3D medical images segmentation—0
Stopping Criterion for the Mean Shift Iterative Algorithm—0
Image segmentation by optimal and hierarchical piecewise constant approximations—0
Exemplar-Based Face Parsing—0
Discriminative Re-ranking of Diverse Segmentations—0
Beyond Point Clouds: Scene Understanding by Reasoning Geometry and Physics—0
Joint 3D Scene Reconstruction and Class Segmentation—0
Analyzing Semantic Segmentation Using Hybrid Human-Machine CRFs—0
Bottom-Up Segmentation for Top-Down Detection—0
Jointly Aligning and Segmenting Multiple Web Photo Streams for the Inference of Collective Photo Storylines—0
Constraints as Features—0
Graph-Based Optimization with Tubularity Markov Tree for 3D Vessel Segmentation—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