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Semantic Segmentation

Papers

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Showing 14001–14050 of 14763 papers

TitleStatusHype
Detection of Tumour Infiltrating Lymphocytes in CD3 and CD8 Stained Histopathological Images using a Two-Phase Deep CNNCode0
A Client-server Deep Federated Learning for Cross-domain Surgical Image SegmentationCode0
Detection of False Positive and False Negative Samples in Semantic SegmentationCode0
Category Anchor-Guided Unsupervised Domain Adaptation for Semantic SegmentationCode0
InstructSeq: Unifying Vision Tasks with Instruction-conditioned Multi-modal Sequence GenerationCode0
Detection and Localization of Drosophila Egg Chambers in Microscopy Images.Code0
Detecting the Unexpected via Image ResynthesisCode0
Detecting Anomalies in Image Classification by Means of Semantic RelationshipsCode0
CATALOG: A Camera Trap Language-guided Contrastive Learning ModelCode0
Detecting Adversarial Perturbations in Multi-Task PerceptionCode0
Detect Changes like Humans: Incorporating Semantic Priors for Improved Change DetectionCode0
Integral Object Mining via Online Attention AccumulationCode0
Local-to-Global Self-Attention in Vision TransformersCode0
Generalized Octave Convolutions for Learned Multi-Frequency Image CompressionCode0
Depth-aware CNN for RGB-D SegmentationCode0
Depth Adaptive Deep Neural Network for Semantic SegmentationCode0
Generalized Scene Classification from Small-Scale Datasets with Multi-Task LearningCode0
Generalized Semantic Segmentation by Self-Supervised Source Domain Projection and Multi-Level Contrastive LearningCode0
Dense Transformer NetworksCode0
DenseSeg: Joint Learning for Semantic Segmentation and Landmark Detection Using Dense Image-to-Shape RepresentationCode0
LOCATE: Self-supervised Object Discovery via Flow-guided Graph-cut and Bootstrapped Self-trainingCode0
Mapping Africa Settlements: High Resolution Urban and Rural Map by Deep Learning and Satellite ImageryCode0
ConvPoint: Continuous Convolutions for Point Cloud ProcessingCode0
CASENet: Deep Category-Aware Semantic Edge DetectionCode0
Generalizing Segmentation Foundation Model Under Sim-to-real Domain-shift for Guidewire Segmentation in X-ray FluoroscopyCode0
Generalizing to Unseen Domains via Adversarial Data AugmentationCode0
General-Purpose Multimodal Transformer meets Remote Sensing Semantic SegmentationCode0
Generate, Segment and Refine: Towards Generic Manipulation SegmentationCode0
Integrating Deep Metric Learning with Coreset for Active Learning in 3D SegmentationCode0
Mask Selection and Propagation for Unsupervised Video Object SegmentationCode0
Integrating Extra Modality Helps Segmentor Find Camouflaged Objects WellCode0
3D Densely Convolutional Networks for Volumetric SegmentationCode0
2D LiDAR and Camera Fusion Using Motion Cues for Indoor Layout EstimationCode0
Learning Pseudo Labels for Semi-and-Weakly Supervised Semantic SegmentationCode0
Dense open-set recognition with synthetic outliers generated by Real NVPCode0
Location-aware Upsampling for Semantic SegmentationCode0
A Novel Visual Representation on Text Using Diverse Conditional GAN for Visual RecognitionCode0
Mask TextSpotter: An End-to-End Trainable Neural Network for Spotting Text with Arbitrary ShapesCode0
Adversarial Structure Matching for Structured Prediction TasksCode0
Learning Regional Purity for Instance Segmentation on 3D Point CloudsCode0
DenseNet approach to segmentation and classification of dermatoscopic skin lesions imagesCode0
Mask TextSpotter: An End-to-End Trainable Neural Network for Spotting Text with Arbitrary ShapesCode0
Generative Adversarial Network for Future Hand Segmentation from Egocentric VideoCode0
Improving EO Foundation Models with Confidence Assessment for enhanced Semantic segmentationCode0
Generative Adversarial PerturbationsCode0
IntelliCardiac: An Intelligent Platform for Cardiac Image Segmentation and ClassificationCode0
A novel Region of Interest Extraction Layer for Instance SegmentationCode0
Densely Connected Recurrent Residual (Dense R2UNet) Convolutional Neural Network for Segmentation of Lung CT ImagesCode0
Learning Rich Features from RGB-D Images for Object Detection and SegmentationCode0
ScribbleGen: Generative Data Augmentation Improves Scribble-supervised Semantic 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
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