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Semantic Segmentation

Papers

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Showing 13651–13700 of 14763 papers

TitleStatusHype
Stereo obstacle detection for unmanned surface vehicles by IMU-assisted semantic segmentation—0
SPLATNet: Sparse Lattice Networks for Point Cloud ProcessingCode0
Semantic Segmentation Refinement by Monte Carlo Region Growing of High Confidence Detections—0
Predicting Natural Hazards with Neuronal Networks—0
Segmentation hiérarchique faiblement supervisée—0
Recurrent Residual Convolutional Neural Network based on U-Net (R2U-Net) for Medical Image SegmentationCode0
Co-occurrence matrix analysis-based semi-supervised training for object detection—0
Connectivity-Driven Parcellation Methods for the Human Cerebral Cortex—0
Towards End-to-End Lane Detection: an Instance Segmentation ApproachCode0
Recurrent Slice Networks for 3D Segmentation of Point CloudsCode0
Computer-Aided Knee Joint Magnetic Resonance Image Segmentation - A Survey—0
Deceiving End-to-End Deep Learning Malware Detectors using Adversarial Examples—0
Deep learning based supervised semantic segmentation of Electron Cryo-Subtomograms—0
Deep Visual Domain Adaptation: A Survey—0
Automatic segmenting teeth in X-ray images: Trends, a novel data set, benchmarking and future perspectives—0
Generative ScatterNet Hybrid Deep Learning (G-SHDL) Network with Structural Priors for Semantic Image Segmentation—0
Piecewise Flat Embedding for Image Segmentation—0
Peekaboo - Where are the Objects? Structure Adjusting Superpixels—0
Bitewing Radiography Semantic Segmentation Base on Conditional Generative Adversarial Nets—0
Learning Image Representations by Completing Damaged Jigsaw Puzzles—0
Exploring Spatial Context for 3D Semantic Segmentation of Point CloudsCode0
Efficient Video Object Segmentation via Network ModulationCode0
Learning Semantic Segmentation with Diverse Supervision—0
Classification and Disease Localization in Histopathology Using Only Global Labels: A Weakly-Supervised Approach—0
Annotation-Free and One-Shot Learning for Instance Segmentation of Homogeneous Object Clusters—0
Learning random-walk label propagation for weakly-supervised semantic segmentation—0
Semantic White Balance: Semantic Color Constancy Using Convolutional Neural NetworkCode0
Virtual-to-Real: Learning to Control in Visual Semantic Segmentation—0
Improved Image Segmentation via Cost Minimization of Multiple HypothesesCode0
An Iterative Spanning Forest Framework for Superpixel Segmentation—0
Deep Learning based Retinal OCT Segmentation—0
SRDA: Generating Instance Segmentation Annotation Via Scanning, Reasoning And Domain AdaptationCode0
PDNet: Semantic Segmentation integrated with a Primal-Dual Network for Document binarizationCode0
Self-Learning to Detect and Segment Cysts in Lung CT Images without Manual Annotation—0
NDDR-CNN: Layerwise Feature Fusing in Multi-Task CNNs by Neural Discriminative Dimensionality ReductionCode0
Deep LOGISMOS: Deep Learning Graph-based 3D Segmentation of Pancreatic Tumors on CT scans—0
A Classification Refinement Strategy for Semantic Segmentation—0
Learning to Prune Filters in Convolutional Neural Networks—0
Significantly Fast and Robust Fuzzy C-MeansClustering Algorithm Based on MorphologicalReconstruction and Membership Filtering—0
Fully Convolutional Multi-scale Residual DenseNets for Cardiac Segmentation and Automated Cardiac Diagnosis using Ensemble of Classifiers—0
A Human-Grounded Evaluation Benchmark for Local Explanations of Machine LearningCode0
Graph Spectral Image Processing—0
Long-term Visual Localization using Semantically Segmented Images—0
Autonomous Driving in Reality with Reinforcement Learning and Image Translation—0
Application of a semantic segmentation convolutional neural network for accurate automatic detection and mapping of solar photovoltaic arrays in aerial imagery—0
Deep Crisp Boundaries: From Boundaries to Higher-level Tasks—0
SBNet: Sparse Blocks Network for Fast InferenceCode0
Semantic-aware Grad-GAN for Virtual-to-Real Urban Scene AdaptionCode0
Object segmentation in depth maps with one user click and a synthetically trained fully convolutional network—0
PixelLink: Detecting Scene Text via Instance SegmentationCode0
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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