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Semantic Segmentation

Papers

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Showing 12551–12600 of 14763 papers

TitleStatusHype
Multi-Modal Association based Grouping for Form Structure ExtractionCode0
Pyramid Mask Text DetectorCode0
Weakly Supervised Semantic Segmentation via Progressive Patch LearningCode0
Understanding Gaussian Attention Bias of Vision Transformers Using Effective Receptive FieldsCode0
Visual Object Recognition in Indoor Environments Using Topologically Persistent FeaturesCode0
Understanding Humans in Crowded Scenes: Deep Nested Adversarial Learning and A New Benchmark for Multi-Human ParsingCode0
SynthmanticLiDAR: A Synthetic Dataset for Semantic Segmentation on LiDAR ImagingCode0
SynthSet: Generative Diffusion Model for Semantic Segmentation in Precision AgricultureCode0
Multi-Level Aggregation and Recursive Alignment Architecture for Efficient Parallel Inference Segmentation NetworkCode0
Vision-based Robotic Grasping From Object Localization, Object Pose Estimation to Grasp Estimation for Parallel Grippers: A ReviewCode0
Object segmentation from common fate: Motion energy processing enables human-like zero-shot generalization to random dot stimuliCode0
Object Propagation via Inter-Frame Attentions for Temporally Stable Video Instance SegmentationCode0
X4D-SceneFormer: Enhanced Scene Understanding on 4D Point Cloud Videos through Cross-modal Knowledge TransferCode0
TAAL: Test-time Augmentation for Active Learning in Medical Image SegmentationCode0
Weakly Supervised Semantic Segmentation via Progressive Confidence Region ExpansionCode0
Tackling Ambiguity from Perspective of Uncertainty Inference and Affinity Diversification for Weakly Supervised Semantic SegmentationCode0
Semi-Supervised Deep Learning for Fully Convolutional NetworksCode0
Semi-Supervised Biomedical Image Segmentation via Diffusion Models and Teacher-Student Co-TrainingCode0
Tackling the Class Imbalance Problem of Deep Learning Based Head and Neck Organ SegmentationCode0
Tackling the Problem of Limited Data and Annotations in Semantic SegmentationCode0
Semi-supervised Active Learning for Video Action DetectionCode0
Object-Oriented Material Classification and 3D Clustering for Improved Semantic Perception and Mapping in Mobile RobotsCode0
Semi-parametric Image SynthesisCode0
Semantic White Balance: Semantic Color Constancy Using Convolutional Neural NetworkCode0
Pyramid-Focus-Augmentation: Medical Image Segmentation with Step-Wise FocusCode0
Semantic Video Segmentation : Exploring Inference EfficiencyCode0
Semantic Video CNNs through Representation WarpingCode0
Semantic Validation in Structure from MotionCode0
Semantic Understanding of Scenes through the ADE20K DatasetCode0
Object Instance Annotation With Deep Extreme Level Set EvolutionCode0
Take the Bull by the Horns: Learning to Segment Hard SamplesCode0
Taking A Closer Look at Domain Shift: Category-level Adversaries for Semantics Consistent Domain AdaptationCode0
Talk2SAM: Text-Guided Semantic Enhancement for Complex-Shaped Object SegmentationCode0
Semantic Understanding of Foggy Scenes with Purely Synthetic DataCode0
Multi-Level Contextual Network for Biomedical Image SegmentationCode0
PyPotteryLens: An Open-Source Deep Learning Framework for Automated Digitisation of Archaeological Pottery DocumentationCode0
Tangent Convolutions for Dense Prediction in 3DCode0
Tangent Images for Mitigating Spherical DistortionCode0
PWISeg: Point-based Weakly-supervised Instance Segmentation for Surgical InstrumentsCode0
Semantics through Time: Semi-supervised Segmentation of Aerial Videos with Iterative Label PropagationCode0
Semantics Meets Temporal Correspondence: Self-supervised Object-centric Learning in VideosCode0
VIS-MAE: An Efficient Self-supervised Learning Approach on Medical Image Segmentation and ClassificationCode0
Cognitive TransFuser: Semantics-guided Transformer-based Sensor Fusion for Improved Waypoint PredictionCode0
PV-S3: Advancing Automatic Photovoltaic Defect Detection using Semi-Supervised Semantic Segmentation of Electroluminescence ImagesCode0
Semantics-Guided Generative Image CompressionCode0
Semantics from Space: Satellite-Guided Thermal Semantic Segmentation Annotation for Aerial Field RobotsCode0
Semantic Segmentation with High Inference Speed in Off-Road EnvironmentsCode0
Object discovery and representation networksCode0
U-Net-and-a-half: Convolutional network for biomedical image segmentation using multiple expert-driven annotationsCode0
Object detection via a multi-region & semantic segmentation-aware CNN modelCode0
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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