Learning Instance Occlusion for Panoptic Segmentation Jun 13, 2019 Instance Segmentation Panoptic Segmentation
Code Code Available Data Augmentation for Object Detection via Progressive and Selective Instance-Switching Jun 2, 2019 Data Augmentation Instance Segmentation
Code Code Available Learning Shape-Aware Embedding for Scene Text Detection Jun 1, 2019 Instance Segmentation Scene Text Detection
— Unverified Learning Instance Activation Maps for Weakly Supervised Instance Segmentation Jun 1, 2019 Image-level Supervised Instance Segmentation Instance Segmentation
— Unverified Amodal Instance Segmentation With KINS Dataset Jun 1, 2019 Amodal Instance Segmentation Instance Segmentation
Code Code Available ToothNet: Automatic Tooth Instance Segmentation and Identification From Cone Beam CT Images Jun 1, 2019 GPU Instance Segmentation
— Unverified Content-Aware Multi-Level Guidance for Interactive Instance Segmentation Jun 1, 2019 Instance Segmentation Interactive Segmentation
— Unverified ZigZagNet: Fusing Top-Down and Bottom-Up Context for Object Segmentation Jun 1, 2019 Instance Segmentation Segmentation
— Unverified Counting and Segmenting Sorghum Heads May 30, 2019 Crowd Counting Instance Segmentation
— Unverified Learning Semantics-aware Distance Map with Semantics Layering Network for Amodal Instance Segmentation May 30, 2019 Amodal Instance Segmentation Instance Segmentation
Code Code Available Straight to Shapes++: Real-time Instance Segmentation Made More Accurate May 27, 2019 Autonomous Driving Data Augmentation
Code Code Available Leveraging Domain Knowledge to Improve Microscopy Image Segmentation with Lifted Multicuts May 25, 2019 graph partitioning Image Segmentation
Code Code Available Spatial Sampling Network for Fast Scene Understanding May 22, 2019 Decoder Instance Segmentation
— Unverified End-to-End Learned Random Walker for Seeded Image Segmentation May 22, 2019 Image Segmentation Instance Segmentation
Code Code Available U-Net Based Multi-instance Video Object Segmentation May 19, 2019 Instance Segmentation Object
— Unverified Vision-based Robotic Grasping From Object Localization, Object Pose Estimation to Grasp Estimation for Parallel Grippers: A Review May 16, 2019 6D Pose Estimation 6D Pose Estimation using RGB
Code Code Available DARNet: Deep Active Ray Network for Building Segmentation May 15, 2019 Instance Segmentation Segmentation
— Unverified Budget-aware Semi-Supervised Semantic and Instance Segmentation May 14, 2019 Image Segmentation Instance Segmentation
— Unverified Budgeted Training: Rethinking Deep Neural Network Training Under Resource Constraints May 12, 2019 General Classification image-classification
Code Code Available CARAFE: Content-Aware ReAssembly of FEatures May 6, 2019 Feature Upsampling Instance Segmentation
Code Code Available Agnostic Lane Detection May 2, 2019 Autonomous Driving Instance Segmentation
— Unverified Detecting Reflections by Combining Semantic and Instance Segmentation Apr 30, 2019 Instance Segmentation Panoptic Segmentation
— Unverified RevealNet: Seeing Behind Objects in RGB-D Scans Apr 26, 2019 3D Reconstruction 3D Semantic Instance Segmentation
— Unverified Ship Instance Segmentation From Remote Sensing Images Using Sequence Local Context Module Apr 22, 2019 Instance Segmentation Segmentation
— Unverified Single Pixel Reconstruction for One-stage Instance Segmentation Apr 16, 2019 Instance Segmentation Region Proposal
— Unverified Instance Segmentation of Biological Images Using Harmonic Embeddings Apr 10, 2019 Clustering Computational Efficiency
Code Code Available Actor-Critic Instance Segmentation Apr 10, 2019 Instance Segmentation Reinforcement Learning
Code Code Available Instance Segmentation based Semantic Matting for Compositing Applications Apr 10, 2019 Image Matting Instance Segmentation
— Unverified QANet -- Quality Assurance Network for Image Segmentation Apr 9, 2019 Cell Segmentation Image Segmentation
— Unverified ShapeMask: Learning to Segment Novel Objects by Refining Shape Priors Apr 5, 2019 Instance Segmentation Object
— Unverified 3D-BEVIS: Bird's-Eye-View Instance Segmentation Apr 3, 2019 3D Instance Segmentation 3D Semantic Instance Segmentation
— Unverified TensorMask: A Foundation for Dense Object Segmentation Mar 28, 2019 Instance Segmentation Object
Code Code Available Pyramid Mask Text Detector Mar 28, 2019 Clustering Instance Segmentation
Code Code Available Self-Supervised Learning via Conditional Motion Propagation Mar 27, 2019 Human Parsing Instance Segmentation
Code Code Available Large-scale interactive object segmentation with human annotators Mar 26, 2019 Instance Segmentation Interactive Segmentation
— Unverified AdaCoSeg: Adaptive Shape Co-Segmentation with Group Consistency Loss Mar 25, 2019 Instance Segmentation Segmentation
— Unverified Micro-Batch Training with Batch-Channel Normalization and Weight Standardization Mar 25, 2019 GPU image-classification
Code Code Available Concatenated Feature Pyramid Network for Instance Segmentation Mar 16, 2019 Instance Segmentation object-detection
— Unverified BLVD: Building A Large-scale 5D Semantics Benchmark for Autonomous Driving Mar 15, 2019 2D Object Detection Autonomous Driving
Code Code Available Neural Scene Decomposition for Multi-Person Motion Capture Mar 13, 2019 3D geometry 3D Pose Estimation
Code Code Available CIA-Net: Robust Nuclei Instance Segmentation with Contour-aware Information Aggregation Mar 13, 2019 Instance Segmentation Multi-tissue Nucleus Segmentation
— Unverified Weakly Supervised Complementary Parts Models for Fine-Grained Image Classification from the Bottom Up Mar 7, 2019 Fine-Grained Image Classification General Classification
Code Code Available Object Counting and Instance Segmentation with Image-level Supervision Mar 6, 2019 Image-level Supervised Instance Segmentation Instance Segmentation
Code Code Available PanopticFusion: Online Volumetric Semantic Mapping at the Level of Stuff and Things Mar 4, 2019 3D Instance Segmentation Instance Segmentation
— Unverified Mask Scoring R-CNN Mar 1, 2019 General Classification Instance Segmentation
Code Code Available Associatively Segmenting Instances and Semantics in Point Clouds Feb 26, 2019 3D Instance Segmentation 3D Semantic Segmentation
Code Code Available Single-Image Piece-wise Planar 3D Reconstruction via Associative Embedding Feb 26, 2019 3D Plane Detection 3D Reconstruction
Code Code Available U-NetPlus: A Modified Encoder-Decoder U-Net Architecture for Semantic and Instance Segmentation of Surgical Instrument Feb 24, 2019 Data Augmentation Decoder
Code Code Available Deep Learning Based Video System for Accurate and Real-Time Parking Measurement Feb 20, 2019 Instance Segmentation Semantic Segmentation
— Unverified PointIT: A Fast Tracking Framework Based on 3D Instance Segmentation Feb 18, 2019 3D Instance Segmentation Instance Segmentation
— Unverified 