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Semantic Segmentation

Papers

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Showing 7551–7600 of 14763 papers

TitleStatusHype
Unsupervised Segmentation in Real-World Images via Spelke Object InferenceCode1
Vision Transformer Adapter for Dense PredictionsCode3
Semi-Supervised Building Footprint Generation with Feature and Output Consistency Training—0
MulT: An End-to-End Multitask Learning TransformerCode1
Region-Aware Metric Learning for Open World Semantic Segmentation via Meta-Channel AggregationCode1
Application of Graph Based Features in Computer Aided Diagnosis for Histopathological Image Classification of Gastric Cancer—0
Collaborative Attention Memory Network for Video Object Segmentation—0
blob loss: instance imbalance aware loss functions for semantic segmentationCode1
Deep Spectral Methods: A Surprisingly Strong Baseline for Unsupervised Semantic Segmentation and LocalizationCode2
Guess What Moves: Unsupervised Video and Image Segmentation by Anticipating Motion—0
Test-Time Adaptation with Shape Moments for Image SegmentationCode1
Real-time semantic segmentation on FPGAs for autonomous vehicles with hls4ml—0
Self-supervised Assisted Active Learning for Skin Lesion SegmentationCode1
Voxel-wise Adversarial Semi-supervised Learning for Medical Image Segmentation—0
Transformer Scale Gate for Semantic Segmentation—0
Panoptic-PHNet: Towards Real-Time and High-Precision LiDAR Panoptic Segmentation via Clustering Pseudo Heatmap—0
Leveraging Global Binary Masks for Structure Segmentation in Medical Images—0
Contrastive Domain Disentanglement for Generalizable Medical Image Segmentation—0
Evaluation of Video Coding for Machines without Ground Truth—0
Scribble2D5: Weakly-Supervised Volumetric Image Segmentation via Scribble AnnotationsCode1
Image Segmentation with Topological PriorsCode0
Review on Panoramic Imaging and Its Applications in Scene Understanding—0
Surface Representation for Point CloudsCode2
STDC-MA Network for Semantic Segmentation—0
Weakly-supervised segmentation of referring expressions—0
MNet: Rethinking 2D/3D Networks for Anisotropic Medical Image SegmentationCode0
Learning Non-target Knowledge for Few-shot Semantic SegmentationCode1
Improved-Flow Warp Module for Remote Sensing Semantic Segmentation—0
Alternative Data Augmentation for Industrial Monitoring using Adversarial Learning—0
ConvMAE: Masked Convolution Meets Masked AutoencodersCode2
Recurrent Dynamic Embedding for Video Object SegmentationCode1
Automatic Velocity Picking Using a Multi-Information Fusion Deep Semantic Segmentation NetworkCode0
Distilling Inter-Class Distance for Semantic Segmentation—0
Automatic segmentation of meniscus based on MAE self-supervision and point-line weak supervision paradigm—0
Automatic Detection of Interplanetary Coronal Mass Ejections in Solar Wind In Situ Data—0
EVIMO2: An Event Camera Dataset for Motion Segmentation, Optical Flow, Structure from Motion, and Visual Inertial Odometry in Indoor Scenes with Monocular or Stereo Algorithms—0
Mixed-UNet: Refined Class Activation Mapping for Weakly-Supervised Semantic Segmentation with Multi-scale Inference—0
Semantics-Guided Moving Object Segmentation with 3D LiDAR—0
Neural 3D Scene Reconstruction with the Manhattan-world AssumptionCode2
Invariant Content Synergistic Learning for Domain Generalization of Medical Image Segmentation—0
Cross-view Transformers for real-time Map-view Semantic SegmentationCode1
Evaluating Transferability for Covid 3D Localization Using CT SARS-CoV-2 segmentation models—0
FedMix: Mixed Supervised Federated Learning for Medical Image SegmentationCode1
Application of belief functions to medical image segmentation: A review—0
Deep Multi-Scale U-Net Architecture and Label-Noise Robust Training Strategies for Histopathological Image Segmentation—0
Object Class Aware Video Anomaly Detection through Image Translation—0
Point Cloud Semantic Segmentation using Multi Scale Sparse Convolution Neural Network—0
Masked Generative DistillationCode2
Multitask Network for Joint Object Detection, Semantic Segmentation and Human Pose Estimation in Vehicle Occupancy Monitoring—0
3D Semantic Scene Perception using Distributed Smart Edge SensorsCode0
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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