BlendMask: Top-Down Meets Bottom-Up for Instance Segmentation Jan 2, 2020 GPU Instance Segmentation
Code Code Available Towards Accurate Post-training Network Quantization via Bit-Split and Stitching Jan 1, 2020 CPU GPU
Code Code Available Multi-lane Detection Using Instance Segmentation and Attentive Voting Jan 1, 2020 Autonomous Driving Decision Making
— Unverified Integration of Regularized l1 Tracking and Instance Segmentation for Video Object Tracking Dec 30, 2019 Benchmarking Instance Segmentation
— Unverified The Semantic Mutex Watershed for Efficient Bottom-Up Semantic Instance Segmentation Dec 29, 2019 graph partitioning Instance Segmentation
— Unverified Computation Reallocation for Object Detection Dec 24, 2019 Instance Segmentation Neural Architecture Search
— Unverified JSNet: Joint Instance and Semantic Segmentation of 3D Point Clouds Dec 20, 2019 3D Instance Segmentation Clustering
Code Code Available Learning a Spatio-Temporal Embedding for Video Instance Segmentation Dec 19, 2019 Instance Segmentation Semantic Segmentation
Code Code Available Instance-wise Depth and Motion Learning from Monocular Videos Dec 19, 2019 Instance Segmentation Monocular Depth Estimation
Code Code Available PointRend: Image Segmentation as Rendering Dec 17, 2019 Image Segmentation Instance Segmentation
Code Code Available Indiscapes: Instance Segmentation Networks for Layout Parsing of Historical Indic Manuscripts Dec 15, 2019 Diversity Instance Segmentation
Code Code Available Towards Partial Supervision for Generic Object Counting in Natural Scenes Dec 13, 2019 image-classification Image Classification
Code Code Available Local Context Normalization: Revisiting Local Normalization Dec 12, 2019 Instance Segmentation object-detection
Code Code Available RDSNet: A New Deep Architecture for Reciprocal Object Detection and Instance Segmentation Dec 11, 2019 Instance Segmentation Object
Code Code Available UNet++: Redesigning Skip Connections to Exploit Multiscale Features in Image Segmentation Dec 11, 2019 Computed Tomography (CT) Decoder
Code Code Available HistoNet: Predicting size histograms of object instances Dec 11, 2019 Instance Segmentation Object
Code Code Available SOLO: Segmenting Objects by Locations Dec 10, 2019 Clustering General Classification
Code Code Available Classifying, Segmenting, and Tracking Object Instances in Video with Mask Propagation Dec 10, 2019 Instance Segmentation Object
— Unverified Learning to Optimally Segment Point Clouds Dec 10, 2019 Instance Segmentation Segmentation
— Unverified A Feasible Framework for Arbitrary-Shaped Scene Text Recognition Dec 10, 2019 Instance Segmentation Language Modeling
Code Code Available SpineNet: Learning Scale-Permuted Backbone for Recognition and Localization Dec 10, 2019 Image Classification Instance Segmentation
Code Code Available Self-supervised Object Motion and Depth Estimation from Video Dec 9, 2019 Depth Estimation Instance Segmentation
— Unverified Large-scale 6D Object Pose Estimation Dataset for Industrial Bin-Picking Dec 6, 2019 6D Pose Estimation using RGB Instance Segmentation
Code Code Available PolyTransform: Deep Polygon Transformer for Instance Segmentation Dec 5, 2019 Instance Segmentation Segmentation
Code Code Available EmbedMask: Embedding Coupling for One-stage Instance Segmentation Dec 4, 2019 Clustering Instance Segmentation
Code Code Available Learning Multi-Object Tracking and Segmentation from Automatic Annotations Dec 4, 2019 Instance Segmentation Multi-Object Tracking
— Unverified YOLACT++: Better Real-time Instance Segmentation Dec 3, 2019 GPU Instance Segmentation
Code Code Available Automatic Video Object Segmentation via Motion-Appearance-Stream Fusion and Instance-aware Segmentation Dec 3, 2019 Foreground Segmentation Instance Segmentation
— Unverified SAIS: Single-stage Anchor-free Instance Segmentation Dec 3, 2019 Instance Segmentation regression
— Unverified Weakly Supervised Instance Segmentation using the Bounding Box Tightness Prior Dec 1, 2019 Box-supervised Instance Segmentation Instance Segmentation
Code Code Available Point Cloud Instance Segmentation using Probabilistic Embeddings Nov 30, 2019 3D Instance Segmentation Clustering
— Unverified Weakly Supervised Cell Instance Segmentation by Propagating from Detection Response Nov 29, 2019 Cell Segmentation Cultural Vocal Bursts Intensity Prediction
Code Code Available Fruit Detection, Segmentation and 3D Visualisation of Environments in Apple Orchards Nov 28, 2019 Computational Efficiency Instance Segmentation
— Unverified PanDA: Panoptic Data Augmentation Nov 27, 2019 Data Augmentation Instance Segmentation
— Unverified Deeply Shape-guided Cascade for Instance Segmentation Nov 25, 2019 Instance Segmentation Region Proposal
Code Code Available Panoptic-DeepLab: A Simple, Strong, and Fast Baseline for Bottom-Up Panoptic Segmentation Nov 22, 2019 Decoder Instance Segmentation
Code Code Available Rethinking Normalization and Elimination Singularity in Neural Networks Nov 21, 2019 image-classification Image Classification
Code Code Available All You Need Is Boundary: Toward Arbitrary-Shaped Text Spotting Nov 21, 2019 All Instance Segmentation
— Unverified Object-Guided Instance Segmentation for Biological Images Nov 20, 2019 Clustering Instance Segmentation
— Unverified SOGNet: Scene Overlap Graph Network for Panoptic Segmentation Nov 18, 2019 Instance Segmentation Panoptic Segmentation
Code Code Available Oriented Boxes for Accurate Instance Segmentation Nov 18, 2019 Instance Segmentation Segmentation
— Unverified Enhancing Generic Segmentation with Learned Region Representations Nov 17, 2019 Edge Detection Instance Segmentation
Code Code Available CenterMask : Real-Time Anchor-Free Instance Segmentation Nov 15, 2019 Instance Segmentation Object Detection
Code Code Available SimVODIS: Simultaneous Visual Odometry, Object Detection, and Instance Segmentation Nov 14, 2019 Instance Segmentation Object
Code Code Available Equalization Loss for Large Vocabulary Instance Segmentation Nov 12, 2019 Instance Segmentation object-detection
— Unverified Recurrent Instance Segmentation using Sequences of Referring Expressions Nov 5, 2019 Instance Segmentation Referring Expression
— Unverified PPR-Net:Point-wise Pose Regression Network for Instance Segmentation and 6D Pose Estimation in Bin-picking Scenarios Nov 3, 2019 6D Pose Estimation Instance Segmentation
Code Code Available Single-Shot Panoptic Segmentation Nov 2, 2019 Decoder Instance Segmentation
— Unverified Classification Calibration for Long-tail Instance Segmentation Oct 29, 2019 Classification General Classification
Code Code Available Towards Good Practices for Instance Segmentation Oct 28, 2019 Instance Segmentation Segmentation
— Unverified 