| State-Aware Tracker for Real-Time Video Object Segmentation | Mar 1, 2020 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
| Indoor Scene Recognition in 3D | Feb 28, 2020 | 3D geometryMulti-Task Learning | CodeCode Available | 1 |
| Attention-guided Chained Context Aggregation for Semantic Segmentation | Feb 27, 2020 | DecoderSemantic Segmentation | CodeCode Available | 1 |
| Learning Fast and Robust Target Models for Video Object Segmentation | Feb 27, 2020 | One-shot visual object segmentationSegmentation | CodeCode Available | 1 |
| Learning in the Frequency Domain | Feb 27, 2020 | channel selectionInstance Segmentation | CodeCode Available | 1 |
| Efficient Semantic Video Segmentation with Per-frame Inference | Feb 26, 2020 | Knowledge DistillationOptical Flow Estimation | CodeCode Available | 1 |
| Towards Interpretable Semantic Segmentation via Gradient-weighted Class Activation Mapping | Feb 26, 2020 | image-classificationImage Classification | CodeCode Available | 1 |
| 3D-MiniNet: Learning a 2D Representation from Point Clouds for Fast and Efficient 3D LIDAR Semantic Segmentation | Feb 25, 2020 | 2D Semantic Segmentation3D Semantic Segmentation | CodeCode Available | 1 |
| AlignSeg: Feature-Aligned Segmentation Networks | Feb 24, 2020 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
| Semantic Flow for Fast and Accurate Scene Parsing | Feb 24, 2020 | Optical Flow EstimationReal-Time Semantic Segmentation | CodeCode Available | 1 |
| Real-time Fusion Network for RGB-D Semantic Segmentation Incorporating Unexpected Obstacle Detection for Road-driving Images | Feb 24, 2020 | Autonomous DrivingAutonomous Vehicles | CodeCode Available | 1 |
| Robust Multimodal Brain Tumor Segmentation via Feature Disentanglement and Gated Fusion | Feb 22, 2020 | Brain Tumor SegmentationDisentanglement | CodeCode Available | 1 |
| Deep Fusion of Local and Non-Local Features for Precision Landslide Recognition | Feb 20, 2020 | Semantic Segmentation | CodeCode Available | 1 |
| Weakly Supervised Semantic Segmentation of Satellite Images for Land Cover Mapping -- Challenges and Opportunities | Feb 19, 2020 | Semantic SegmentationWeakly-supervised Learning | CodeCode Available | 1 |
| Algorithm-hardware Co-design for Deformable Convolution | Feb 19, 2020 | image-classificationImage Classification | CodeCode Available | 1 |
| MADAN: Multi-source Adversarial Domain Aggregation Network for Domain Adaptation | Feb 19, 2020 | Domain AdaptationSemantic Segmentation | CodeCode Available | 1 |
| MAST: A Memory-Augmented Self-supervised Tracker | Feb 18, 2020 | Semantic SegmentationSemi-Supervised Video Object Segmentation | CodeCode Available | 1 |
| Lake Ice Monitoring with Webcams and Crowd-Sourced Images | Feb 18, 2020 | Change detection for remote sensing imagesImage Segmentation | CodeCode Available | 1 |
| Dual-Attention GAN for Large-Pose Face Frontalization | Feb 17, 2020 | Data AugmentationFace Generation | CodeCode Available | 1 |
| Directional Deep Embedding and Appearance Learning for Fast Video Object Segmentation | Feb 17, 2020 | GPUOne-shot visual object segmentation | CodeCode Available | 1 |
| Reinforced active learning for image segmentation | Feb 16, 2020 | Active LearningDeep Reinforcement Learning | CodeCode Available | 1 |
| Panoptic Feature Fusion Net: A Novel Instance Segmentation Paradigm for Biomedical and Biological Images | Feb 15, 2020 | Instance SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| Combining Visual and Textual Features for Semantic Segmentation of Historical Newspapers | Feb 14, 2020 | Document Layout AnalysisSemantic Segmentation | CodeCode Available | 1 |
| Point-Set Kernel Clustering | Feb 14, 2020 | ClusteringSemantic Segmentation | CodeCode Available | 1 |
| Physical Accuracy of Deep Neural Networks for 2D and 3D Multi-Mineral Segmentation of Rock micro-CT Images | Feb 13, 2020 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
| Real-Time Semantic Background Subtraction | Feb 12, 2020 | CPUGPU | CodeCode Available | 1 |
| FourierNet: Compact mask representation for instance segmentation using differentiable shape decoders | Feb 7, 2020 | DecoderInstance Segmentation | CodeCode Available | 1 |
| Unsupervised Bidirectional Cross-Modality Adaptation via Deeply Synergistic Image and Feature Alignment for Medical Image Segmentation | Feb 6, 2020 | Domain AdaptationImage Segmentation | CodeCode Available | 1 |
| Stan: Small tumor-aware network for breast ultrasound image segmentation | Feb 3, 2020 | Deep LearningImage Segmentation | CodeCode Available | 1 |
| Modeling the Background for Incremental Learning in Semantic Segmentation | Feb 3, 2020 | Continual LearningDisjoint 10-1 | CodeCode Available | 1 |
| Universal Semantic Segmentation for Fisheye Urban Driving Images | Jan 31, 2020 | Autonomous DrivingImage Segmentation | CodeCode Available | 1 |
| A framework for large-scale mapping of human settlement extent from Sentinel-2 images via fully convolutional neural networks | Jan 31, 2020 | Semantic Segmentation | CodeCode Available | 1 |
| Post-Training Piecewise Linear Quantization for Deep Neural Networks | Jan 31, 2020 | image-classificationImage Classification | CodeCode Available | 1 |
| Fast Video Object Segmentation using the Global Context Module | Jan 30, 2020 | ObjectSegmentation | CodeCode Available | 1 |
| Depth Based Semantic Scene Completion with Position Importance Aware Loss | Jan 29, 2020 | 3D Semantic SegmentationPosition | CodeCode Available | 1 |
| OPFython: A Python-Inspired Optimum-Path Forest Classifier | Jan 28, 2020 | DiversityGeneral Classification | CodeCode Available | 1 |
| Medical Image Segmentation via Unsupervised Convolutional Neural Network | Jan 28, 2020 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| RatLesNetv2: A Fully Convolutional Network for Rodent Brain Lesion Segmentation | Jan 24, 2020 | Image SegmentationLesion Segmentation | CodeCode Available | 1 |
| SceneEncoder: Scene-Aware Semantic Segmentation of Point Clouds with A Learnable Scene Descriptor | Jan 24, 2020 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
| SAUNet: Shape Attentive U-Net for Interpretable Medical Image Segmentation | Jan 21, 2020 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| PatchPerPix for Instance Segmentation | Jan 21, 2020 | Instance SegmentationSegmentation | CodeCode Available | 1 |
| See More, Know More: Unsupervised Video Object Segmentation with Co-Attention Siamese Networks | Jan 19, 2020 | Semantic SegmentationUnsupervised Video Object Segmentation | CodeCode Available | 1 |
| Zero-Shot Video Object Segmentation via Attentive Graph Neural Networks | Jan 19, 2020 | Graph Neural NetworkSegmentation | CodeCode Available | 1 |
| MTI-Net: Multi-Scale Task Interaction Networks for Multi-Task Learning | Jan 19, 2020 | Multi-Task LearningSemantic Segmentation | CodeCode Available | 1 |
| Harmonic Convolutional Networks based on Discrete Cosine Transform | Jan 18, 2020 | Edge Detectionimage-classification | CodeCode Available | 1 |
| UnOVOST: Unsupervised Offline Video Object Segmentation and Tracking | Jan 15, 2020 | ObjectSegmentation | CodeCode Available | 1 |
| Image Segmentation Using Deep Learning: A Survey | Jan 15, 2020 | DecoderDeep Learning | CodeCode Available | 1 |
| GridMask Data Augmentation | Jan 13, 2020 | Data Augmentationobject-detection | CodeCode Available | 1 |
| A context based deep learning approach for unbalanced medical image segmentation | Jan 8, 2020 | Deep LearningImage Segmentation | CodeCode Available | 1 |
| A water-obstacle separation and refinement network for unmanned surface vehicles | Jan 7, 2020 | Autonomous NavigationDecoder | CodeCode Available | 1 |
