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Semantic Segmentation

Papers

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Showing 10151–10200 of 14763 papers

TitleStatusHype
Cross-Model Consensus of Explanations and Beyond for Image Classification Models: An Empirical Study—0
Multilingual Image Corpus: Annotation Protocol—0
Memory Based Video Scene Parsing—0
Simultaneous Nuclear Instance and Layer Segmentation in Oral Epithelial Dysplasia—0
Deep Learning with Uncertainty Quantification for Predicting the Segmentation Dice Coefficient of Prostate Cancer Biopsy Images—0
SMAC-Seg: LiDAR Panoptic Segmentation via Sparse Multi-directional Attention Clustering—0
SemIE: Semantically-aware Image Extrapolation—0
Contrastive Multiview Coding with Electro-optics for SAR Semantic Segmentation—0
InSeGAN: A Generative Approach to Segmenting Identical Instances in Depth Images—0
Image Processing via Multilayer Graph Spectra—0
Automatic Preprocessing and Ensemble Learning for Low Quality Cell Image Segmentation—0
Seminar Learning for Click-Level Weakly Supervised Semantic Segmentation—0
Robust Privacy-Preserving Motion Detection and Object Tracking in Encrypted Streaming Video—0
Robust Interactive Semantic Segmentation of Pathology Images with Minimal User Input—0
SIGN: Spatial-information Incorporated Generative Network for Generalized Zero-shot Semantic Segmentation—0
CoCo DistillNet: a Cross-layer Correlation Distillation Network for Pathological Gastric Cancer Segmentation—0
ICM-3D: Instantiated Category Modeling for 3D Instance Segmentation—0
Improving the Reliability of Semantic Segmentation of Medical Images by Uncertainty Modeling with Bayesian Deep Networks and Curriculum LearningCode0
ChessMix: Spatial Context Data Augmentation for Remote Sensing Semantic SegmentationCode0
Evaluating Transformer-based Semantic Segmentation Networks for Pathological Image Segmentation—0
An Underwater Image Semantic Segmentation Method Focusing on Boundaries and a Real Underwater Scene Semantic Segmentation DatasetCode0
LocTex: Learning Data-Efficient Visual Representations from Localized Textual Supervision—0
Ultrafast Focus Detection for Automated Microscopy—0
PoissonSeg: Semi-Supervised Few-Shot Medical Image Segmentation via Poisson Learning—0
Shifted Chunk Transformer for Spatio-Temporal Representational Learning—0
Multi-domain semantic segmentation with overlapping labelsCode0
Multi-task learning from fixed-wing UAV images for 2D/3D city modeling—0
Lizard: A Large-Scale Dataset for Colonic Nuclear Instance Segmentation and Classification—0
Deep Reinforcement Learning in Computer Vision: A Comprehensive Survey—0
Image-free single-pixel segmentation—0
Estimation of Road Boundary for Intelligent Vehicles Based on DeepLabV3+ ArchitectureCode0
Image coding for machines: an end-to-end learned approach—0
SegMix: Co-occurrence Driven Mixup for Semantic Segmentation and Adversarial Robustness—0
Tensor Pooling Driven Instance Segmentation Framework for Baggage Threat RecognitionCode0
Self-Regulation for Semantic Segmentation—0
Palmira: A Deep Deformable Network for Instance Segmentation of Dense and Uneven Layouts in Handwritten ManuscriptsCode0
Systematic Clinical Evaluation of A Deep Learning Method for Medical Image Segmentation: Radiosurgery Application—0
Hierarchical Summarization for Longform Spoken Dialog—0
Pixel Contrastive-Consistent Semi-Supervised Semantic Segmentation—0
Multi-task Federated Learning for Heterogeneous Pancreas Segmentation—0
Medical Image Segmentation with 3D Convolutional Neural Networks: A Survey—0
Retrieval and Localization with Observation Constraints—0
Box-Adapt: Domain-Adaptive Medical Image Segmentation using Bounding BoxSupervision—0
Concurrent Discrimination and Alignment for Self-Supervised Feature Learning—0
Few-shot Segmentation with Optimal Transport Matching and Message Flow—0
FSNet: A Failure Detection Framework for Semantic Segmentation—0
GP-S3Net: Graph-based Panoptic Sparse Semantic Segmentation Network—0
An Evaluation of RGB and LiDAR Fusion for Semantic Segmentation—0
LIF-Seg: LiDAR and Camera Image Fusion for 3D LiDAR Semantic Segmentation—0
Federated Multi-Target Domain Adaptation—0
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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