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Semantic Segmentation

Papers

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Showing 9001–9050 of 14763 papers

TitleStatusHype
Implementation of improved RGBD 3D target detection model based on FPGA heterogeneous computing architecture—0
Surrogate-assisted Multi-objective Neural Architecture Search for Real-time Semantic Segmentation—0
Online Refinement of a Scene Recognition Model for Mobile Robots by Observing Human's Interaction with Environments—0
UAV-CROWD: Violent and non-violent crowd activity simulator from the perspective of UAV—0
Bidirectional Feature Globalization for Few-shot Semantic Segmentation of 3D Point Cloud Scenes—0
Continual Unsupervised Domain Adaptation for Semantic Segmentation using a Class-Specific Transfer—0
BEiT v2: Masked Image Modeling with Vector-Quantized Visual TokenizersCode0
Domain-invariant Prototypes for Semantic Segmentation—0
Scale-free and Task-agnostic Attack: Generating Photo-realistic Adversarial Patterns with Patch Quilting Generator—0
PointTree: Transformation-Robust Point Cloud Encoder with Relaxed K-D TreesCode0
Anomaly segmentation model for defects detection in electroluminescence images of heterojunction solar cells—0
Joint reconstruction-segmentation on graphs—0
KiPA22 Report: U-Net with Contour Regularization for Renal Structures Segmentation—0
Efficient Joint-Dimensional Search with Solution Space Regularization for Real-Time Semantic Segmentation—0
CANet: Channel Extending and Axial Attention Catching Network for Multi-structure Kidney Segmentation—0
Collaborative Propagation on Multiple Instance Graphs for 3D Instance Segmentation with Single-point SupervisionCode0
Unsupervised Domain Adaptation for Point Cloud Semantic Segmentation via Graph Matching—0
TSRFormer: Table Structure Recognition with Transformers—0
Automatic Ultrasound Image Segmentation of Supraclavicular Nerve Using Dilated U-Net Deep Learning Architecture—0
Learning to Complete Object Shapes for Object-level Mapping in Dynamic Scenes—0
Exploiting Shape Cues for Weakly Supervised Semantic Segmentation—0
Learning from imperfect training data using a robust loss function: application to brain image segmentationCode0
SLiDE: Self-supervised LiDAR De-snowing through Reconstruction Difficulty—0
Two-Stream Networks for Object Segmentation in Videos—0
Global Hierarchical Attention for 3D Point Cloud Analysis—0
A neuromorphic approach to image processing and machine vision—0
Distributed Contrastive Learning for Medical Image Segmentation—0
Exploring the Effects of Data Augmentation for Drivable Area Segmentation—0
Calibrate the inter-observer segmentation uncertainty via diagnosis-first principleCode0
Discover the Mysteries of the Maya: Selected Contributions from the Machine Learning Challenge & The Discovery Challenge Workshop at ECML PKDD 2021—0
Seamless Iterative Semi-Supervised Correction of Imperfect Labels in Microscopy ImagesCode0
PointConvFormer: Revenge of the Point-based Convolution—0
SA-NET.v2: Real-time vehicle detection from oblique UAV images with use of uncertainty estimation in deep meta-learning—0
Semantic Segmentation of Fruits on Multi-sensor Fused Data in Natural Orchards—0
A Novel Automated Classification and Segmentation for COVID-19 using 3D CT Scans—0
Improved post-hoc probability calibration for out-of-domain MRI segmentationCode0
Cluster-to-adapt: Few Shot Domain Adaptation for Semantic Segmentation across Disjoint Labels—0
Image-based Detection of Surface Defects in Concrete during ConstructionCode0
Estimating Visual Information From Audio Through Manifold LearningCode0
Multiclass ASMA vs Targeted PGD Attack in Image Segmentation—0
Subject-Specific Lesion Generation and Pseudo-Healthy Synthesis for Multiple Sclerosis Brain ImagesCode0
A Robust Morphological Approach for Semantic Segmentation of Very High Resolution Images—0
Learning Pseudo Labels for Semi-and-Weakly Supervised Semantic SegmentationCode0
BATMAN: Bilateral Attention Transformer in Motion-Appearance Neighboring Space for Video Object Segmentation—0
Lung nodules segmentation from CT with DeepHealth toolkit—0
MV6D: Multi-View 6D Pose Estimation on RGB-D Frames Using a Deep Point-wise Voting Network—0
OmniCity: Omnipotent City Understanding with Multi-level and Multi-view Images—0
FixMatchSeg: Fixing FixMatch for Semi-Supervised Semantic Segmentation—0
Beyond CNNs: Exploiting Further Inherent Symmetries in Medical Image Segmentation—0
FCSN: Global Context Aware Segmentation by Learning the Fourier Coefficients of Objects in Medical Images—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