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Semantic Segmentation

Papers

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Showing 4951–5000 of 14763 papers

TitleStatusHype
GLID: Pre-training a Generalist Encoder-Decoder Vision Model—0
Deep Learning approach for Classifying Trusses and Runners of Strawberries—0
Deep Learning Approach for Building Detection in Satellite Multispectral Imagery—0
Backdoor Attacks Against Deep Image Compression via Adaptive Frequency Trigger—0
Deep learning approaches to surgical video segmentation and object detection: A Scoping Review—0
Deep learning approaches to Earth Observation change detection—0
Active Learning with Context Sampling and One-vs-Rest Entropy for Semantic Segmentation—0
Global 6DOF Pose Estimation from Untextured 2D City Models—0
Deep learning approaches for neural decoding: from CNNs to LSTMs and spikes to fMRI—0
Deep Learning and Machine Learning -- Object Detection and Semantic Segmentation: From Theory to Applications—0
Deep learning and its application to medical image segmentation—0
AlphaNet: An Attention Guided Deep Network for Automatic Image Matting—0
Active Learning Inspired ControlNet Guidance for Augmenting Semantic Segmentation Datasets—0
Glass Segmentation Using Intensity and Spectral Polarization Cues—0
Deep Leaning-Based Ultra-Fast Stair Detection—0
AxonCallosumEM Dataset: Axon Semantic Segmentation of Whole Corpus Callosum cross section from EM Images—0
ALP: Action-Aware Embodied Learning for Perception—0
Deep Label Fusion: A 3D End-to-End Hybrid Multi-Atlas Segmentation and Deep Learning Pipeline—0
Axial Attention Transformer Networks: A New Frontier in Breast Cancer Detection—0
Gland Instance Segmentation Using Deep Multichannel Neural Networks—0
GLFNET: Global-Local (frequency) Filter Networks for efficient medical image segmentation—0
Deep Joint Task Learning for Generic Object Extraction—0
AWF: Adaptive Weight Fusion for Enhanced Class Incremental Semantic Segmentation—0
Deep Joint Source-Channel Coding for Multi-Task Network—0
ODES: Domain Adaptation with Expert Guidance for Online Medical Image Segmentation—0
Deep Integrated Pipeline of Segmentation Guided Classification of Breast Cancer from Ultrasound Images—0
A Weakly Supervised Method for Instance Segmentation of Biological Cells—0
Deep Instance Segmentation with Automotive Radar Detection Points—0
Deep Instance Segmentation and Visual Servoing to Play Jenga with a Cost-Effective Robotic System—0
A Low Rank Promoting Prior for Unsupervised Contrastive Learning—0
3D Segmentation Learning from Sparse Annotations and Hierarchical Descriptors—0
GLH-Water: A Large-Scale Dataset for Global Surface Water Detection in Large-Size Very-High-Resolution Satellite Imagery—0
A locally statistical active contour model for SAR image segmentation can be solved by denoising algorithms—0
3D Scene Parsing via Class-Wise Adaptation—0
GIN: Generative INvariant Shape Prior for Amodal Instance Segmentation—0
GitNet: Geometric Prior-based Transformation for Birds-Eye-View Segmentation—0
Deep Hierarchical Parsing for Semantic Segmentation—0
A Waste Copper Granules Rating System Based on Machine Vision—0
Deep Grouping Model for Unified Perceptual Parsing—0
A Locally Adapting Technique for Boundary Detection using Image Segmentation—0
GIMP-ML: Python Plugins for using Computer Vision Models in GIMP—0
Deep GrabCut for Object Selection—0
A Local-Global Approach to Semantic Segmentation in Aerial Images—0
DeepGI: An Automated Approach for Gastrointestinal Tract Segmentation in MRI Scans—0
Deep Geodesic Learning for Segmentation and Anatomical Landmarking—0
3DSceneEditor: Controllable 3D Scene Editing with Gaussian Splatting—0
Deep Generative Model-based Quality Control for Cardiac MRI Segmentation—0
A Local Active Contour Model for Image Segmentation with Intensity Inhomogeneity—0
DeepGamble: Towards unlocking real-time player intelligence using multi-layer instance segmentation and attribute detection—0
Active Learning for Point Cloud Semantic Segmentation via Spatial-Structural Diversity Reasoning—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