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Semantic Segmentation

Papers

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Showing 7351–7400 of 14763 papers

TitleStatusHype
Knowledge distillation with Segment Anything (SAM) model for Planetary Geological Mapping—0
Learning 3D Semantic Segmentation with only 2D Image Supervision—0
Deep Learning with Anatomical Priors: Imitating Enhanced Autoencoders in Latent Space for Improved Pelvic Bone Segmentation in MRI—0
Knowledge Distillation in Vision Transformers: A Critical Review—0
Knowledge distillation from multi-modal to mono-modal segmentation networks—0
Deep Learning Training Procedure Augmentations—0
Bayesian Active Contours with Affine-Invariant, Elastic Shape Prior—0
AMLP:Adaptive Masking Lesion Patches for Self-supervised Medical Image Segmentation—0
Actor and Action Modular Network for Text-based Video Segmentation—0
Actor-Action Semantic Segmentation with Grouping Process Models—0
Pseudo-Label Quality Decoupling and Correction for Semi-Supervised Instance Segmentation—0
Learning Affinity via Spatial Propagation Networks—0
Rethinking the Mean Teacher Strategy from the Perspective of Self-paced Learning—0
Region homogeneity in the Logarithmic Image Processing framework: application to region growing algorithms—0
Guided Anisotropic Diffusion and Iterative Learning for Weakly Supervised Change Detection—0
Linguistic Query-Guided Mask Generation for Referring Image Segmentation—0
Deep Learning Techniques for Video Instance Segmentation: A Survey—0
Learning and Memorizing Representative Prototypes for 3D Point Cloud Semantic and Instance Segmentation—0
Learning a sparse database for patch-based medical image segmentation—0
Knowledge Distillation for Incremental Learning in Semantic Segmentation—0
BayeSeg: Bayesian Modeling for Medical Image Segmentation with Interpretable Generalizability—0
Knowledge Distillation Circumvents Nonlinearity for Optical Convolutional Neural Networks—0
Knowledge Discovery in Optical Music Recognition: Enhancing Information Retrieval with Instance Segmentation—0
Learning a Weakly-Supervised Video Actor-Action Segmentation Model with a Wise Selection—0
Deep Learning Shape Priors for Object Segmentation—0
Learning-Based Cost Functions for 3D and 4D Multi-Surface Multi-Object Segmentation of Knee MRI: Data from the Osteoarthritis Initiative—0
Learning-Based Keypoint Registration for Fetoscopic Mosaicking—0
Learning Better Features for Face Detection with Feature Fusion and Segmentation Supervision—0
Knowledge Consultation for Semi-Supervised Semantic Segmentation—0
Deep Learning Segmentation and Classification of Red Blood Cells Using a Large Multi-Scanner Dataset—0
Baybayin Character Instance Detection—0
Learning Cascaded Detection Tasks with Weakly-Supervised Domain Adaptation—0
Knowledge-based Fully Convolutional Network and Its Application in Segmentation of Lung CT Images—0
Learning Category-Specific 3D Shape Models From Weakly Labeled 2D Images—0
Knowledge Adaptation for Efficient Semantic Segmentation—0
Deep learning on edge: extracting field boundaries from satellite images with a convolutional neural network—0
K-means segmentation based-on lab color space for embryo detection in incubated egg—0
Learning Common and Specific Features for RGB-D Semantic Segmentation with Deconvolutional Networks—0
Learning Common Representation from RGB and Depth Images—0
K-means for unsupervised instance segmentation using a self-supervised transformer—0
k-Means Clustering and Ensemble of Regressions: An Algorithm for the ISIC 2017 Skin Lesion Segmentation Challenge—0
Deep Learning of Unified Region, Edge, and Contour Models for Automated Image Segmentation—0
BATseg: Boundary-aware Multiclass Spinal Cord Tumor Segmentation on 3D MRI Scans—0
Learning Cross-Modal Deep Representations for Multi-Modal MR Image Segmentation—0
BATMAN: Bilateral Attention Transformer in Motion-Appearance Neighboring Space for Video Object Segmentation—0
KLIEP-based Density Ratio Estimation for Semantically Consistent Synthetic to Real Images Adaptation in Urban Traffic Scenes—0
KLDD: Kalman Filter based Linear Deformable Diffusion Model in Retinal Image Segmentation—0
Deep learning networks for selection of persistent scatterer pixels in multi-temporal SAR interferometric processing—0
Kiwifruit detection in challenging conditions—0
Deep Learning Model with GA based Feature Selection and Context Integration—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