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Semantic Segmentation

Papers

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Showing 14201–14250 of 14763 papers

TitleStatusHype
Learning to Cluster for Proposal-Free Instance SegmentationCode0
Gramian Attention Heads are Strong yet Efficient Vision LearnersCode0
Accurate Fine-grained Layout Analysis for the Historical Tibetan Document Based on the Instance SegmentationCode0
Grape detection, segmentation and tracking using deep neural networks and three-dimensional associationCode0
CDRNet: Accurate Cup-to-Disc Ratio Measurement with Tight Bounding Box Supervision in Fundus Photography Using Deep LearningCode0
RUHSNet: 3D Object Detection Using Lidar Data in Real TimeCode0
A Novel Adaptive Deep Network for Building Footprint SegmentationCode0
Graph Attention Convolution for Point Cloud Semantic SegmentationCode0
BubbleNets: Learning to Select the Guidance Frame in Video Object Segmentation by Deep Sorting FramesCode0
ACCL: Adversarial constrained-CNN loss for weakly supervised medical image segmentationCode0
BTSeg: Barlow Twins Regularization for Domain Adaptation in Semantic SegmentationCode0
Graph-Based Global Reasoning NetworksCode0
Inverse Image Frequency for Long-tailed Image RecognitionCode0
Biomedical SAM 2: Segment Anything in Biomedical Images and VideosCode0
Advanced Graph Clustering Methods: A Comprehensive and In-Depth AnalysisCode0
BroadCAM: Outcome-agnostic Class Activation Mapping for Small-scale Weakly Supervised ApplicationsCode0
Learning to Exploit the Prior Network Knowledge for Weakly-Supervised Semantic SegmentationCode0
BriFiSeg: a deep learning-based method for semantic and instance segmentation of nuclei in brightfield imagesCode0
MARVIS: Motion & Geometry Aware Real and Virtual Image SegmentationCode0
Accelerated sparse Kernel Spectral Clustering for large scale data clustering problemsCode0
Deep Ice Layer Tracking and Thickness Estimation using Fully Convolutional NetworksCode0
Graph-guided Architecture Search for Real-time Semantic SegmentationCode0
Investigating Shift-Variance of Convolutional Neural Networks in Ultrasound Image SegmentationCode0
Investigating the changes in BOLD responses during viewing of images with varied complexity: An fMRI time-series based analysis on human visionCode0
An Optimization Framework for Processing and Transfer Learning for the Brain Tumor SegmentationCode0
Learning to Generate Training Datasets for Robust Semantic SegmentationCode0
Unsupervised Spatio-temporal Latent Feature Clustering for Multiple-object Tracking and SegmentationCode0
Image Data Augmentation Approaches: A Comprehensive Survey and Future directionsCode0
GraphSeg: Segmented 3D Representations via Graph Edge Addition and ContractionCode0
AdLER: Adversarial Training with Label Error Rectification for One-Shot Medical Image SegmentationCode0
Look into Person: Joint Body Parsing & Pose Estimation Network and A New BenchmarkCode0
GraPix: Exploring Graph Modularity Optimization for Unsupervised Pixel ClusteringCode0
Grapy-ML: Graph Pyramid Mutual Learning for Cross-dataset Human ParsingCode0
Invisible Marker: Automatic Annotation of Segmentation Masks for Object ManipulationCode0
Deep Gaussian mixture model for unsupervised image segmentationCode0
GRAtt-VIS: Gated Residual Attention for Auto Rectifying Video Instance SegmentationCode0
Deep Fourier Up-SamplingCode0
Annotation-Efficient Task Guidance for Medical Segment AnythingCode0
Look into Person: Self-supervised Structure-sensitive Learning and A New Benchmark for Human ParsingCode0
Analyzing Green View Index and Green View Index best path using Google Street View and deep learningCode0
DeepFlux for Skeletons in the WildCode0
DeepFDR: A Deep Learning-based False Discovery Rate Control Method for Neuroimaging DataCode0
IODeep: an IOD for the introduction of deep learning in the DICOM standardCode0
Bridging the Inter-Domain Gap through Low-Level Features for Cross-Modal Medical Image SegmentationCode0
LoopDA: Constructing Self-loops to Adapt Nighttime Semantic SegmentationCode0
Grounded Human-Object Interaction Hotspots from VideoCode0
MASC: Multi-scale Affinity with Sparse Convolution for 3D Instance SegmentationCode0
Learning To Pay Attention To MistakesCode0
DeepFashion2: A Versatile Benchmark for Detection, Pose Estimation, Segmentation and Re-Identification of Clothing ImagesCode0
Grounding Linguistic Commands to Navigable RegionsCode0
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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