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Semantic Segmentation

Papers

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Showing 11601–11650 of 14763 papers

TitleStatusHype
Feedback U-net for Cell Image Segmentation—0
Counting of Grapevine Berries in Images via Semantic Segmentation using Convolutional Neural Networks—0
A deep learning-based framework for segmenting invisible clinical target volumes with estimated uncertainties for post-operative prostate cancer radiotherapy—0
A novel Region of Interest Extraction Layer for Instance SegmentationCode0
Unifying Neural Learning and Symbolic Reasoning for Spinal Medical Report Generation—0
OR-UNet: an Optimized Robust Residual U-Net for Instrument Segmentation in Endoscopic Images—0
Unsupervised Domain Adaptation with Multiple Domain Discriminators and Adaptive Self-Training—0
Can We Learn Heuristics For Graphical Model Inference Using Reinforcement Learning?—0
GIMP-ML: Python Plugins for using Computer Vision Models in GIMP—0
Compact retail shelf segmentation for mobile deployment—0
All you need is a second look: Towards Tighter Arbitrary shape text detection—0
Weakly Supervised Semantic Segmentation in 3D Graph-Structured Point Clouds of Wild Scenes—0
Revisiting Sequence-to-Sequence Video Object Segmentation with Multi-Task Loss and Skip-MemoryCode0
Mining self-similarity: Label super-resolution with epitomic representationsCode0
What Can Be Transferred: Unsupervised Domain Adaptation for Endoscopic Lesions Segmentation—0
COVID-19 Chest CT Image Segmentation -- A Deep Convolutional Neural Network Solution—0
Improved Noise and Attack Robustness for Semantic Segmentation by Using Multi-Task Training with Self-Supervised Depth Estimation—0
Distributed Learning and Inference with Compressed Images—0
A review: Deep learning for medical image segmentation using multi-modality fusion—0
Per-pixel Classification Rebar Exposures in Bridge Eye-inspection—0
Generative Synthetic Augmentation using Label-to-Image Translation for Nuclei Image Segmentation—0
L-CO-Net: Learned Condensation-Optimization Network for Clinical Parameter Estimation from Cardiac Cine MRICode0
LSM: Learning Subspace Minimization for Low-level Vision—0
A Spatially Constrained Deep Convolutional Neural Network for Nerve Fiber Segmentation in Corneal Confocal Microscopic Images using Inaccurate AnnotationsCode0
Referring Image Segmentation by Generative Adversarial Learning—0
Uncertainty-Aware Consistency Regularization for Cross-Domain Semantic Segmentation—0
Spectral GUI for Automated Tissue and Lesion Segmentation of T1 Weighted Breast MR Images—0
Superkernel Neural Architecture Search for Image Denoising—0
A Deep Learning Approach to Object Affordance Segmentation—0
Halluci-Net: Scene Completion by Exploiting Object Co-occurrence Relationships—0
Dynamic Feature Integration for Simultaneous Detection of Salient Object, Edge and Skeleton—0
Color Image Segmentation using Adaptive Particle Swarm Optimization and Fuzzy C-means—0
Learning to Predict Context-adaptive Convolution for Semantic Segmentation—0
Cascaded Context Enhancement Network for Automatic Skin Lesion Segmentation—0
IDDA: a large-scale multi-domain dataset for autonomous driving—0
MOPT: Multi-Object Panoptic Tracking—0
Where can I drive? A System Approach: Deep Ego Corridor Estimation for Robust Automated DrivingCode0
CAggNet: Crossing Aggregation Network for Medical Image Segmentation—0
A generic ensemble based deep convolutional neural network for semi-supervised medical image segmentationCode0
Joint Semantic Segmentation and Boundary Detection using Iterative Pyramid Contexts—0
Contextual Pyramid Attention Network for Building Segmentation in Aerial Imagery—0
Image Segmentation Using Hybrid Representations—0
Residual-driven Fuzzy C-Means Clustering for Image Segmentation—0
StandardGAN: Multi-source Domain Adaptation for Semantic Segmentation of Very High Resolution Satellite Images by Data Standardization—0
Res-CR-Net, a residual network with a novel architecture optimized for the semantic segmentation of microscopy imagesCode0
Bidirectional Graph Reasoning Network for Panoptic Segmentation—0
DALES: A Large-scale Aerial LiDAR Data Set for Semantic Segmentation—0
A2D2: Audi Autonomous Driving Dataset—0
Improving Calibration and Out-of-Distribution Detection in Medical Image Segmentation with Convolutional Neural NetworksCode0
Y-net: Biomedical Image Segmentation and Clustering—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