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Semantic Segmentation

Papers

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Showing 5401–5450 of 14763 papers

TitleStatusHype
Fast, Exact and Multi-Scale Inference for Semantic Image Segmentation with Deep Gaussian CRFsCode0
Faster Training of Mask R-CNN by Focusing on Instance BoundariesCode0
MaskDiffusion: Exploiting Pre-trained Diffusion Models for Semantic SegmentationCode0
FasterSeg: Searching for Faster Real-time Semantic SegmentationCode0
FlatteNet: A Simple Versatile Framework for Dense Pixelwise PredictionCode0
Floor Plan Image Segmentation Via Scribble-Based Semi-Weakly Supervised Learning: A Style and Category-Agnostic ApproachCode0
Vision Transformers increase efficiency of 3D cardiac CT multi-label segmentationCode0
MARVIS: Motion & Geometry Aware Real and Virtual Image SegmentationCode0
CNN-based Segmentation of Medical Imaging DataCode0
MASC: Multi-scale Affinity with Sparse Convolution for 3D Instance SegmentationCode0
Mapping Africa Settlements: High Resolution Urban and Rural Map by Deep Learning and Satellite ImageryCode0
Fast and Differentiable Message Passing on Pairwise Markov Random FieldsCode0
Manifold-Aware Local Feature Modeling for Semi-Supervised Medical Image SegmentationCode0
Fast and Accurate Online Video Object Segmentation via Tracking PartsCode0
Fast, Accurate Barcode Detection in Ultra High-Resolution ImagesCode0
Masked Image Modeling Boosting Semi-Supervised Semantic SegmentationCode0
Metadata Improves Segmentation Through Multitasking ElicitationCode0
PathFL: Multi-Alignment Federated Learning for Pathology Image SegmentationCode0
FashionMirror: Co-Attention Feature-Remapping Virtual Try-On With Sequential Template PosesCode0
CM-MLP: Cascade Multi-scale MLP with Axial Context Relation Encoder for Edge Segmentation of Medical ImageCode0
Adversarial Attacks on Monocular Pose EstimationCode0
Fashion-Guided Adversarial Attack on Person SegmentationCode0
MambaEviScrib: Mamba and Evidence-Guided Consistency Enhance CNN Robustness for Scribble-Based Weakly Supervised Ultrasound Image SegmentationCode0
FARCLUSS: Fuzzy Adaptive Rebalancing and Contrastive Uncertainty Learning for Semi-Supervised Semantic SegmentationCode0
FMG-Net and W-Net: Multigrid Inspired Deep Learning Architectures For Medical Imaging SegmentationCode0
CMF: Cascaded Multi-model Fusion for Referring Image SegmentationCode0
A Review on Deep Learning Techniques Applied to Semantic SegmentationCode0
Make a Strong Teacher with Label Assistance: A Novel Knowledge Distillation Approach for Semantic SegmentationCode0
False Negative Reduction in Video Instance Segmentation using Uncertainty EstimatesCode0
False Negative Reduction in Semantic Segmentation under Domain Shift using Depth EstimationCode0
CLVOS23: A Long Video Object Segmentation Dataset for Continual LearningCode0
Magnifier: A Multi-grained Neural Network-based Architecture for Burned Area DelineationCode0
Make RepVGG Greater Again: A Quantization-aware ApproachCode0
Machine Perceptual Quality: Evaluating the Impact of Severe Lossy Compression on Audio and Image ModelsCode0
FAKD: Feature Augmented Knowledge Distillation for Semantic SegmentationCode0
Macro-Micro Adversarial Network for Human ParsingCode0
Focused Proofreading: Efficiently Extracting Connectomes from Segmented EM ImagesCode0
FocusNet: An attention-based Fully Convolutional Network for Medical Image SegmentationCode0
M3DA: Benchmark for Unsupervised Domain Adaptation in 3D Medical Image SegmentationCode0
M2S-RoAD: Multi-Modal Semantic Segmentation for Road Damage Using Camera and LiDAR DataCode0
M^6Doc: A Large-Scale Multi-Format, Multi-Type, Multi-Layout, Multi-Language, Multi-Annotation Category Dataset for Modern Document Layout AnalysisCode0
Mitigating Urban-Rural Disparities in Contrastive Representation Learning with Satellite ImageryCode0
LymphAtlas- A Unified Multimodal Lymphoma Imaging Repository Delivering AI-Enhanced Diagnostic InsightCode0
LVPNet: A Latent-variable-based Prediction-driven End-to-end Framework for Lossless Compression of Medical ImagesCode0
M18K: A Comprehensive RGB-D Dataset and Benchmark for Mushroom Detection and Instance SegmentationCode0
Clustering-Guided Class Activation for Weakly Supervised Semantic SegmentationCode0
Lung segmentation with NASNet-Large-Decoder NetCode0
Lucid Data Dreaming for Video Object SegmentationCode0
LU-Net: An Efficient Network for 3D LiDAR Point Cloud Semantic Segmentation Based on End-to-End-Learned 3D Features and U-NetCode0
Level set image segmentation with velocity term learned from data with applications to lung nodule segmentationCode0
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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