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Semantic Segmentation

Papers

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Showing 11401–11450 of 14763 papers

TitleStatusHype
SkyScapes -- Fine-Grained Semantic Understanding of Aerial Scenes—0
Self-Supervised Drivable Area and Road Anomaly Segmentation using RGB-D Data for Robotic WheelchairsCode0
Fast Video Object Segmentation With Temporal Aggregation Network and Dynamic Template Matching—0
Semi-supervised Learning for Aggregated Multilayer Graphs Using Diffuse Interface Methods and Fast Matrix Vector ProductsCode0
PCAMs: Weakly Supervised Semantic Segmentation Using Point Supervision—0
Towards Unsupervised Learning for Instrument Segmentation in Robotic Surgery with Cycle-Consistent Adversarial Networks—0
ESA-ReID: Entropy-Based Semantic Feature Alignment for Person re-ID—0
MCU-Net: A framework towards uncertainty representations for decision support system patient referrals in healthcare contextsCode0
Robust Processing-In-Memory Neural Networks via Noise-Aware Normalization—0
Instance Segmentation for Whole Slide Imaging: End-to-End or Detect-Then-SegmentCode0
Unsupervised object-centric video generation and decomposition in 3DCode0
Meta Corrupted Pixels Mining for Medical Image Segmentation—0
Scalable, Proposal-free Instance Segmentation Network for 3D Pixel Clustering and Particle Trajectory Reconstruction in Liquid Argon Time Projection Chambers—0
Image Stitching Based on Planar Region Consensus—0
Automatic semantic segmentation for prediction of tuberculosis using lens-free microscopy images—0
Exploration of Optimized Semantic Segmentation Architectures for edge-Deployment on Drones—0
Contextual-Relation Consistent Domain Adaptation for Semantic SegmentationCode0
Self-supervised Depth Estimation to Regularise Semantic Segmentation in Knee Arthroscopy—0
Evaluating Uncertainty Estimation Methods on 3D Semantic Segmentation of Point Clouds—0
Few-Shot Semantic Segmentation Augmented with Image-Level Weak Annotations—0
Complex Network Construction for Interactive Image Segmentation using Particle Competition and Cooperation: A New Approach—0
Deep Learning Models for Visual Inspection on Automotive Assembling Line—0
Globally Optimal Segmentation of Mutually Interacting Surfaces using Deep Learning—0
Globally Optimal Surface Segmentation using Deep Learning with Learnable Smoothness Priors—0
PGD-UNet: A Position-Guided Deformable Network for Simultaneous Segmentation of Organs and Tumors—0
TiledSoilingNet: Tile-level Soiling Detection on Automotive Surround-view Cameras Using Coverage Metric—0
Motion Prediction in Visual Object Tracking—0
A Characteristic Function-based Algorithm for Geodesic Active Contours—0
Learning unbiased zero-shot semantic segmentation networks via transductive transferCode0
Hand-drawn Symbol Recognition of Surgical Flowsheet Graphs with Deep Image Segmentation—0
Semantic Segmentation With Multi Scale Spatial Attention For Self Driving Cars—0
Abnormal activity capture from passenger flow of elevator based on unsupervised learning and fine-grained multi-label recognition—0
A Survey on Instance Segmentation: State of the art—0
Simulation of Brain Resection for Cavity Segmentation Using Self-Supervised and Semi-Supervised LearningCode0
Uncertainty-aware multi-view co-training for semi-supervised medical image segmentation and domain adaptation—0
MiniNet: An extremely lightweight convolutional neural network for real-time unsupervised monocular depth estimation—0
Interactive Deep Refinement Network for Medical Image Segmentation—0
An Advert Creation System for 3D Product Placements—0
Suggestive Annotation of Brain Tumour Images with Gradient-guided Sampling—0
Region-of-interest guided Supervoxel Inpainting for Self-supervisionCode0
SASO: Joint 3D Semantic-Instance Segmentation via Multi-scale Semantic Association and Salient Point Clustering Optimization—0
Learning to simulate complex scenesCode0
Collaborative Boundary-aware Context Encoding Networks for Error Map Prediction—0
Large-scale detection and categorization of oil spills from SAR images with deep learning—0
ATSO: Asynchronous Teacher-Student Optimization for Semi-Supervised Medical Image Segmentation—0
Improving task-specific representation via 1M unlabelled images without any extra knowledge—0
Post-DAE: Anatomically Plausible Segmentation via Post-Processing with Denoising AutoencodersCode0
NINEPINS: Nuclei Instance Segmentation with Point Annotations—0
Road surface detection and differentiation considering surface damages—0
Deep Learning of Unified Region, Edge, and Contour Models for Automated Image Segmentation—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