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Semantic Segmentation

Papers

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Showing 13351–13400 of 14763 papers

TitleStatusHype
Future Semantic Segmentation with Convolutional LSTM—0
Automatically Designing CNN Architectures for Medical Image Segmentation—0
In pixels we trust: From Pixel Labeling to Object Localization and Scene Categorization—0
Aleatoric uncertainty estimation with test-time augmentation for medical image segmentation with convolutional neural networks—0
Guided Upsampling Network for Real-Time Semantic Segmentation—0
Conditional Random Fields as Recurrent Neural Networks for 3D Medical Imaging SegmentationCode0
Three for one and one for three: Flow, Segmentation, and Surface NormalsCode0
Location Augmentation for CNN—0
A Deep Learning Driven Active Framework for Segmentation of Large 3D Shape Collections—0
Accel: A Corrective Fusion Network for Efficient Semantic Segmentation on VideoCode0
PointSeg: Real-Time Semantic Segmentation Based on 3D LiDAR Point CloudCode0
Unlimited Road-scene Synthetic Annotation (URSA) Dataset—0
Uncertainty and Interpretability in Convolutional Neural Networks for Semantic Segmentation of Colorectal Polyps—0
Effective Use of Synthetic Data for Urban Scene Semantic Segmentation—0
Leveraging Pre-Trained 3D Object Detection Models For Fast Ground Truth Generation—0
Land-Cover Classification with High-Resolution Remote Sensing Images Using Transferable Deep Models—0
A Dataset of Laryngeal Endoscopic Images with Comparative Study on Convolution Neural Network Based Semantic SegmentationCode0
Deep Learning for Semantic Segmentation on Minimal Hardware—0
Cross Pixel Optical Flow Similarity for Self-Supervised Learning—0
Near Real-time Hippocampus Segmentation Using Patch-based Canonical Neural Network—0
Real-Time Shape Tracking of Facial Landmarks—0
Non-local RoIs for Instance Segmentation—0
Prostate Segmentation using 2D Bridged U-net—0
Learning to Segment Medical Images with Scribble-Supervision Alone—0
Data-Driven Segmentation of Post-mortem Iris Images—0
Deep Learning Hyperspectral Image Classification Using Multiple Class-based Denoising Autoencoders, Mixed Pixel Training Augmentation, and Morphological Operations—0
Efficient identification, localization and quantification of grapevine inflorescences in unprepared field images using Fully Convolutional Networks—0
Attention to Refine through Multi-Scales for Semantic Segmentation—0
Vehicle Image Generation Going Well with The Surroundings—0
Verisimilar Image Synthesis for Accurate Detection and Recognition of Texts in Scenes—0
Improving Deep Learning through Automatic Programming—0
A Fully Convolutional Two-Stream Fusion Network for Interactive Image SegmentationCode0
Dynamic Multimodal Instance Segmentation guided by natural language queriesCode0
Mask TextSpotter: An End-to-End Trainable Neural Network for Spotting Text with Arbitrary ShapesCode0
Tangent Convolutions for Dense Prediction in 3DCode0
TFLMS: Large Model Support in TensorFlow by Graph Rewriting—0
Acquire, Augment, Segment & Enjoy: Weakly Supervised Instance Segmentation of Supermarket Products—0
Beef Cattle Instance Segmentation Using Fully Convolutional Neural Network—0
Diversity in Machine Learning—0
Semantic Instance Meets Salient Object: Study on Video Semantic Salient Instance Segmentation—0
ReCoNet: Real-time Coherent Video Style Transfer NetworkCode0
ModaNet: A Large-Scale Street Fashion Dataset with Polygon AnnotationsCode0
A Dataset for Lane Instance Segmentation in Urban Environments—0
Deep Spatio-Temporal Random Fields for Efficient Video Segmentation—0
Active Testing: An Efficient and Robust Framework for Estimating Accuracy—0
PointSIFT: A SIFT-like Network Module for 3D Point Cloud Semantic SegmentationCode0
Semantic Segmentation with Scarce Data—0
Sample Efficient Semantic Segmentation using Rotation Equivariant Convolutional Networks—0
Pushing the Limits of Radiology with Joint Modeling of Visual and Textual Information—0
Quantity beats quality for semantic segmentation of corrosion in images—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