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Semantic Segmentation

Papers

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Showing 12001–12050 of 14763 papers

TitleStatusHype
Unsupervised Object Segmentation with Explicit Localization Module—0
Segmenting Medical MRI via Recurrent Decoding CellCode0
Semantic Segmentation of Thigh Muscle using 2.5D Deep Learning Network Trained with Limited Datasets—0
Object-Guided Instance Segmentation for Biological Images—0
MMTM: Multimodal Transfer Module for CNN FusionCode0
Unsupervised Domain Adaptation by Optical Flow Augmentation in Semantic Segmentation—0
D3S -- A Discriminative Single Shot Segmentation TrackerCode0
Hierarchical Attention Networks for Medical Image Segmentation—0
Fine-grained Synthesis of Unrestricted Adversarial Examples—0
Improving Semantic Segmentation of Aerial Images Using Patch-based Attention—0
Dense Fusion Classmate Network for Land Cover Classification—0
Differentiating Features for Scene Segmentation Based on Dedicated Attention Mechanisms—0
Automatic Brain Tumour Segmentation and Biophysics-Guided Survival Prediction—0
Tell Me What They're Holding: Weakly-supervised Object Detection with Transferable Knowledge from Human-object Interaction—0
Reliability Does Matter: An End-to-End Weakly Supervised Semantic Segmentation ApproachCode0
Oriented Boxes for Accurate Instance Segmentation—0
SOGNet: Scene Overlap Graph Network for Panoptic SegmentationCode0
Signal Clustering with Class-independent Segmentation—0
Simultaneous Mapping and Target Driven NavigationCode0
Automated Human Claustrum Segmentation using Deep Learning Technologies—0
Automatic Image Co-Segmentation: A Survey—0
Visual Similarity Attention—0
Learning with Hierarchical Complement Objective—0
Enhancing Generic Segmentation with Learned Region RepresentationsCode0
Real-Time Semantic Segmentation via Multiply Spatial Fusion Network—0
Kvasir-SEG: A Segmented Polyp DatasetCode0
Data Efficient Stagewise Knowledge DistillationCode0
SimVODIS: Simultaneous Visual Odometry, Object Detection, and Instance SegmentationCode0
PI-RCNN: An Efficient Multi-sensor 3D Object Detector with Point-based Attentive Cont-conv Fusion Module—0
Location-aware Upsampling for Semantic SegmentationCode0
Cost-efficient segmentation of electron microscopy images using active learning—0
BiNet: Degraded-Manuscript Binarization in Diverse Document Textures and Layouts using Deep Encoder-Decoder Networks—0
Exploiting Local and Global Structure for Point Cloud Semantic Segmentation with Contextual Point RepresentationsCode0
0-1 phase transitions in sparse spiked matrix estimation—0
Equalization Loss for Large Vocabulary Instance Segmentation—0
Exploiting Clinically Available Delineations for CNN-based Segmentation in Radiotherapy Treatment Planning—0
Unsupervised Medical Image Segmentation with Adversarial Networks: From Edge Diagrams to Segmentation MapsCode0
Semi-Supervised Multi-Organ Segmentation through Quality Assurance Supervision—0
Time-Dynamic Estimates of the Reliability of Deep Semantic Segmentation NetworksCode0
Sampling of Planar Curves: Theory and Fast Algorithms—0
Disentangle, align and fuse for multimodal and semi-supervised image segmentationCode0
FaultNet: Faulty Rail-Valves Detection using Deep Learning and Computer Vision—0
Deep learning for cardiac image segmentation: A review—0
Content-Consistent Generation of Realistic Eyes with StyleCode0
Building Segmentation through a Gated Graph Convolutional Neural Network with Deep Structured Feature Embedding—0
Knowledge Distillation for Incremental Learning in Semantic Segmentation—0
Enabling Highly Efficient Capsule Networks Processing Through A PIM-Based Architecture Design—0
Efficacy of Pixel-Level OOD Detection for Semantic Segmentation—0
Machine Learning Techniques for Biomedical Image Segmentation: An Overview of Technical Aspects and Introduction to State-of-Art Applications—0
UNO: Uncertainty-aware Noisy-Or Multimodal Fusion for Unanticipated Input Degradation—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