| Real-Time, Accurate, and Consistent Video Semantic Segmentation via Unsupervised Adaptation and Cross-Unit Deployment on Mobile Device | Jan 1, 2022 | GPUSegmentation | —Unverified | 0 |
| SeeThroughNet: Resurrection of Auxiliary Loss by Preserving Class Probability Information | Jan 1, 2022 | DecoderSegmentation | —Unverified | 0 |
| Multi-Level Representation Learning With Semantic Alignment for Referring Video Object Segmentation | Jan 1, 2022 | ObjectReferring Expression Segmentation | —Unverified | 0 |
| YouMVOS: An Actor-Centric Multi-Shot Video Object Segmentation Dataset | Jan 1, 2022 | ManagementSegmentation | —Unverified | 0 |
| Remember the Difference: Cross-Domain Few-Shot Semantic Segmentation via Meta-Memory Transfer | Jan 1, 2022 | Contrastive LearningCross-Domain Few-Shot | —Unverified | 0 |
| DArch: Dental Arch Prior-Assisted 3D Tooth Instance Segmentation With Weak Annotations | Jan 1, 2022 | Instance SegmentationSegmentation | —Unverified | 0 |
| Instance Segmentation With Mask-Supervised Polygonal Boundary Transformers | Jan 1, 2022 | Instance SegmentationSegmentation | —Unverified | 0 |
| INS-Conv: Incremental Sparse Convolution for Online 3D Segmentation | Jan 1, 2022 | CPUGPU | —Unverified | 0 |
| Glass Segmentation Using Intensity and Spectral Polarization Cues | Jan 1, 2022 | Camouflaged Object SegmentationScene Understanding | —Unverified | 0 |
| Generalizing Interactive Backpropagating Refinement for Dense Prediction Networks | Jan 1, 2022 | Depth EstimationImage Matting | —Unverified | 0 |
| C-CAM: Causal CAM for Weakly Supervised Semantic Segmentation on Medical Image | Jan 1, 2022 | AnatomyOrgan Segmentation | CodeCode Available | 0 |
| Segment-Fusion: Hierarchical Context Fusion for Robust 3D Semantic Segmentation | Jan 1, 2022 | 3D Semantic SegmentationAutonomous Driving | —Unverified | 0 |
| Yeast cell segmentation in microstructured environments with deep learning | Jan 1, 2022 | Cell SegmentationDeep Learning | CodeCode Available | 0 |
| ETHSeg: An Amodel Instance Segmentation Network and a Real-World Dataset for X-Ray Waste Inspection | Jan 1, 2022 | Instance SegmentationSegmentation | —Unverified | 0 |
| BTS: A Bi-Lingual Benchmark for Text Segmentation in the Wild | Jan 1, 2022 | SegmentationStyle Transfer | —Unverified | 0 |
| Pyramid Architecture for Multi-Scale Processing in Point Cloud Segmentation | Jan 1, 2022 | Autonomous DrivingDecoder | —Unverified | 0 |
| Unifying Panoptic Segmentation for Autonomous Driving | Jan 1, 2022 | Autonomous DrivingPanoptic Segmentation | —Unverified | 0 |
| Towards Noiseless Object Contours for Weakly Supervised Semantic Segmentation | Jan 1, 2022 | ObjectPseudo Label | —Unverified | 0 |
| Leveraging in-domain supervision for unsupervised image-to-image translation tasks via multi-stream generators | Dec 30, 2021 | Image-to-Image TranslationSegmentation | —Unverified | 0 |
| GuidedMix-Net: Semi-supervised Semantic Segmentation by Using Labeled Images as Reference | Dec 28, 2021 | SegmentationSemantic Segmentation | —Unverified | 0 |
| SECP-Net: SE-Connection Pyramid Network of Organ At Risk Segmentation for Nasopharyngeal Carcinoma | Dec 28, 2021 | Computed Tomography (CT)Image Segmentation | —Unverified | 0 |
| Brain Tumor Classification by Cascaded Multiscale Multitask Learning Framework Based on Feature Aggregation | Dec 28, 2021 | Brain Tumor ClassificationBrain Tumor Segmentation | —Unverified | 0 |
| Meta-Learned Feature Critics for Domain Generalized Semantic Segmentation | Dec 27, 2021 | DisentanglementDomain Adaptation | —Unverified | 0 |
| Temporally Constrained Neural Networks (TCNN): A framework for semi-supervised video semantic segmentation | Dec 27, 2021 | SegmentationSemantic Segmentation | —Unverified | 0 |
| Deep ensembles in bioimage segmentation | Dec 24, 2021 | DecoderSegmentation | —Unverified | 0 |
| iSeg3D: An Interactive 3D Shape Segmentation Tool | Dec 24, 2021 | Segmentation | —Unverified | 0 |
| Multi-Scale Feature Fusion: Learning Better Semantic Segmentation for Road Pothole Detection | Dec 24, 2021 | SegmentationSemantic Segmentation | —Unverified | 0 |
| Realtime Global Attention Network for Semantic Segmentation | Dec 24, 2021 | 2D Semantic SegmentationSegmentation | CodeCode Available | 0 |
| FourierMask: Instance Segmentation using Fourier Mapping in Implicit Neural Networks | Dec 23, 2021 | Instance SegmentationSegmentation | —Unverified | 0 |
| A Random Point Initialization Approach to Image Segmentation with Variational Level-sets | Dec 23, 2021 | Image SegmentationObject | —Unverified | 0 |
| PandaSet: Advanced Sensor Suite Dataset for Autonomous Driving | Dec 23, 2021 | 3D Object DetectionAutonomous Driving | —Unverified | 0 |
| Maximum Entropy on Erroneous Predictions (MEEP): Improving model calibration for medical image segmentation | Dec 22, 2021 | Image SegmentationMedical Image Segmentation | —Unverified | 0 |
| Scaling Open-Vocabulary Image Segmentation with Image-Level Labels | Dec 22, 2021 | Image SegmentationSegmentation | CodeCode Available | 0 |
| High-Accuracy RGB-D Face Recognition via Segmentation-Aware Face Depth Estimation and Mask-Guided Attention Network | Dec 22, 2021 | Depth EstimationFace Recognition | —Unverified | 0 |
| A Discriminative Single-Shot Segmentation Network for Visual Object Tracking | Dec 22, 2021 | ObjectObject Tracking | —Unverified | 0 |
| PointCaps: Raw Point Cloud Processing using Capsule Networks with Euclidean Distance Routing | Dec 21, 2021 | Segmentation | —Unverified | 0 |
| Leveraging Image Complexity in Macro-Level Neural Network Design for Medical Image Segmentation | Dec 21, 2021 | DecoderImage Segmentation | —Unverified | 0 |
| Generalized Few-Shot Semantic Segmentation: All You Need is Fine-Tuning | Dec 21, 2021 | AllFew-Shot Semantic Segmentation | —Unverified | 0 |
| RC-Net: A Convolutional Neural Network for Retinal Vessel Segmentation | Dec 21, 2021 | Retinal Vessel SegmentationSegmentation | —Unverified | 0 |
| A novel approach for the automated segmentation and volume quantification of cardiac fats on computed tomography | Dec 21, 2021 | Segmentation | —Unverified | 0 |
| Learning to integrate vision data into road network data | Dec 20, 2021 | AttributeAutonomous Vehicles | —Unverified | 0 |
| HyperSegNAS: Bridging One-Shot Neural Architecture Search with 3D Medical Image Segmentation using HyperNet | Dec 20, 2021 | Image SegmentationMedical Image Segmentation | —Unverified | 0 |
| One Sketch for All: One-Shot Personalized Sketch Segmentation | Dec 20, 2021 | AllSegmentation | —Unverified | 0 |
| QU-BraTS: MICCAI BraTS 2020 Challenge on Quantifying Uncertainty in Brain Tumor Segmentation - Analysis of Ranking Scores and Benchmarking Results | Dec 19, 2021 | BenchmarkingBrain Tumor Segmentation | CodeCode Available | 0 |
| A Deep Learning Based Workflow for Detection of Lung Nodules With Chest Radiograph | Dec 19, 2021 | SegmentationSensitivity | —Unverified | 0 |
| A New Image Codec Paradigm for Human and Machine Uses | Dec 19, 2021 | Decision MakingImage Compression | —Unverified | 0 |
| Cross-Domain Federated Learning in Medical Imaging | Dec 18, 2021 | Deep LearningFederated Learning | —Unverified | 0 |
| 3D Instance Segmentation of MVS Buildings | Dec 18, 2021 | 3D Instance SegmentationInstance Segmentation | —Unverified | 0 |
| Local contrastive loss with pseudo-label based self-training for semi-supervised medical image segmentation | Dec 17, 2021 | Image SegmentationMedical Image Segmentation | —Unverified | 0 |
| Joint Chinese Word Segmentation and Part-of-speech Tagging via Two-stage Span Labeling | Dec 17, 2021 | Chinese Word SegmentationPart-Of-Speech Tagging | —Unverified | 0 |