| ToothNet: Automatic Tooth Instance Segmentation and Identification From Cone Beam CT Images | Jun 1, 2019 | GPUInstance Segmentation | —Unverified | 0 |
| Point Clouds Learning with Attention-based Graph Convolution Networks | May 31, 2019 | DecoderGeneral Classification | —Unverified | 0 |
| iSAID: A Large-scale Dataset for Instance Segmentation in Aerial Images | May 30, 2019 | Instance SegmentationObject | CodeCode Available | 1 |
| Learning Semantics-aware Distance Map with Semantics Layering Network for Amodal Instance Segmentation | May 30, 2019 | Amodal Instance SegmentationInstance Segmentation | CodeCode Available | 0 |
| A Hierarchical Probabilistic U-Net for Modeling Multi-Scale Ambiguities | May 30, 2019 | DiversityInductive Bias | CodeCode Available | 1 |
| Closed-Loop Adaptation for Weakly-Supervised Semantic Segmentation | May 29, 2019 | SegmentationSemantic Segmentation | —Unverified | 0 |
| Training Generative Adversarial Networks from Incomplete Observations using Factorised Discriminators | May 29, 2019 | Audio Source SeparationImage Generation | CodeCode Available | 0 |
| Segmentation of blood vessels in retinal fundus images | May 29, 2019 | Segmentation | —Unverified | 0 |
| Probabilistic Category-Level Pose Estimation via Segmentation and Predicted-Shape Priors | May 28, 2019 | ObjectPose Estimation | —Unverified | 0 |
| Deep Dilated Convolutional Nets for the Automatic Segmentation of Retinal Vessels | May 28, 2019 | DecoderRetinal Vessel Segmentation | —Unverified | 0 |
| Unsupervised Object Segmentation by Redrawing | May 27, 2019 | ObjectSegmentation | CodeCode Available | 0 |
| Enhancing Salient Object Segmentation Through Attention | May 27, 2019 | ObjectSegmentation | —Unverified | 0 |
| Straight to Shapes++: Real-time Instance Segmentation Made More Accurate | May 27, 2019 | Autonomous DrivingData Augmentation | CodeCode Available | 0 |
| The Chan-Vese Model with Elastica and Landmark Constraints for Image Segmentation | May 27, 2019 | Computational EfficiencyImage Segmentation | —Unverified | 0 |
| Road Segmentation with Image-LiDAR Data Fusion | May 26, 2019 | DecoderRoad Segmentation | —Unverified | 0 |
| Leveraging Domain Knowledge to Improve Microscopy Image Segmentation with Lifted Multicuts | May 25, 2019 | graph partitioningImage Segmentation | CodeCode Available | 0 |
| Exploring Temporal Information for Improved Video Understanding | May 25, 2019 | Action RecognitionOptical Flow Estimation | CodeCode Available | 0 |
| Fully Hyperbolic Convolutional Neural Networks | May 24, 2019 | Depth EstimationGeneral Classification | —Unverified | 0 |
| OVSNet : Towards One-Pass Real-Time Video Object Segmentation | May 24, 2019 | Objectobject-detection | —Unverified | 0 |
| A Comparison and Strategy of Semantic Segmentation on Remote Sensing Images | May 24, 2019 | Deep LearningSegmentation | —Unverified | 0 |
| ACNet: Attention Based Network to Exploit Complementary Features for RGBD Semantic Segmentation | May 24, 2019 | RGBD Semantic SegmentationSegmentation | CodeCode Available | 0 |
| Functional Segmentation through Dynamic Mode Decomposition: Automatic Quantification of Kidney Function in DCE-MRI Images | May 24, 2019 | Kidney FunctionSegmentation | —Unverified | 0 |
| Implicit Background Estimation for Semantic Segmentation | May 23, 2019 | Scene UnderstandingSegmentation | CodeCode Available | 0 |
| End-to-End Learned Random Walker for Seeded Image Segmentation | May 22, 2019 | Image SegmentationInstance Segmentation | CodeCode Available | 0 |
| Robust Motion Segmentation from Pairwise Matches | May 22, 2019 | General ClassificationMotion Segmentation | CodeCode Available | 0 |
| Segmentation-Aware Image Denoising without Knowing True Segmentation | May 22, 2019 | DenoisingImage Denoising | CodeCode Available | 0 |
| Segmentation-Aware Hyperspectral Image Classification | May 22, 2019 | ClassificationGeneral Classification | —Unverified | 0 |
| Spatial Sampling Network for Fast Scene Understanding | May 22, 2019 | DecoderInstance Segmentation | —Unverified | 0 |
| RIU-Net: Embarrassingly simple semantic segmentation of 3D LiDAR point cloud | May 21, 2019 | 3D Object DetectionGPU | —Unverified | 0 |
| RASNet: Segmentation for Tracking Surgical Instruments in Surgical Videos Using Refined Attention Segmentation Network | May 21, 2019 | SegmentationTransfer Learning | CodeCode Available | 0 |
| Task Decomposition and Synchronization for Semantic Biomedical Image Segmentation | May 21, 2019 | Brain Tumor SegmentationImage Segmentation | —Unverified | 0 |
| A Seq-to-Seq Transformer Premised Temporal Convolutional Network for Chinese Word Segmentation | May 21, 2019 | Chinese Word SegmentationDecoder | —Unverified | 0 |
| A realistic and robust model for Chinese word segmentation | May 21, 2019 | Chinese Word SegmentationSegmentation | —Unverified | 0 |
| Dual-branch residual network for lung nodule segmentation | May 21, 2019 | Computed Tomography (CT)Lung Nodule Segmentation | —Unverified | 0 |
| Boundary Loss for Remote Sensing Imagery Semantic Segmentation | May 20, 2019 | Boundary DetectionImage Segmentation | CodeCode Available | 0 |
| A 2D dilated residual U-Net for multi-organ segmentation in thoracic CT | May 19, 2019 | Computed Tomography (CT)Image Segmentation | —Unverified | 0 |
| U-Net Based Multi-instance Video Object Segmentation | May 19, 2019 | Instance SegmentationObject | —Unverified | 0 |
| SAWNet: A Spatially Aware Deep Neural Network for 3D Point Cloud Processing | May 18, 2019 | BenchmarkingScene Segmentation | —Unverified | 0 |
| HMMs for Unsupervised Vietnamese WordSegmentation | May 16, 2019 | Segmentation | CodeCode Available | 0 |
| One-Shot Texture Retrieval with Global Context Metric | May 16, 2019 | RelationRelation Network | —Unverified | 0 |
| Harvesting Information from Captions for Weakly Supervised Semantic Segmentation | May 16, 2019 | Image CaptioningImage Segmentation | —Unverified | 0 |
| Machine learning approach for segmenting glands in colon histology images using local intensity and texture features | May 15, 2019 | BIG-bench Machine LearningColorectal Gland Segmentation: | CodeCode Available | 0 |
| Collaborative Global-Local Networks for Memory-Efficient Segmentation of Ultra-High Resolution Images | May 15, 2019 | GPULand Cover Classification | CodeCode Available | 0 |
| DARNet: Deep Active Ray Network for Building Segmentation | May 15, 2019 | Instance SegmentationSegmentation | —Unverified | 0 |
| Budget-aware Semi-Supervised Semantic and Instance Segmentation | May 14, 2019 | Image SegmentationInstance Segmentation | —Unverified | 0 |
| Is Word Segmentation Necessary for Deep Learning of Chinese Representations? | May 14, 2019 | Chinese Word SegmentationDeep Learning | —Unverified | 0 |
| Video Instance Segmentation | May 12, 2019 | Instance SegmentationSegmentation | CodeCode Available | 2 |
| Semantic Segmentation of Seismic Images | May 10, 2019 | SegmentationSemantic Segmentation | —Unverified | 0 |
| EdgeSegNet: A Compact Network for Semantic Segmentation | May 10, 2019 | SegmentationSemantic Segmentation | CodeCode Available | 0 |
| Breast Tumor Classification and Segmentation using Convolutional Neural Networks | May 10, 2019 | ClassificationClustering | —Unverified | 0 |