U4D: Unsupervised 4D Dynamic Scene Understanding Jul 23, 2019 3D Pose Estimation Instance Segmentation
— Unverified DetectFusion: Detecting and Segmenting Both Known and Unknown Dynamic Objects in Real-time SLAM Jul 22, 2019 2D Object Detection Instance Segmentation
— Unverified Multi-scale Cell Instance Segmentation with Keypoint Graph based Bounding Boxes Jul 22, 2019 Cell Segmentation Instance Segmentation
Code Code Available Human Extraction and Scene Transition utilizing Mask R-CNN Jul 20, 2019 Instance Segmentation object-detection
— Unverified Slot Based Image Augmentation System for Object Detection Jul 19, 2019 Deep Learning Image Augmentation
— Unverified Benchmarking Robustness in Object Detection: Autonomous Driving when Winter is Coming Jul 17, 2019 Autonomous Driving Benchmarking
Code Code Available MaskPlus: Improving Mask Generation for Instance Segmentation Jul 15, 2019 Instance Segmentation Segmentation
— Unverified A 3D Convolutional Approach to Spectral Object Segmentation in Space and Time Jul 5, 2019 Clustering GPU
Code Code Available Where are the Masks: Instance Segmentation with Image-level Supervision Jul 2, 2019 Image-level Supervised Instance Segmentation Instance Segmentation
Code Code Available GASP, a generalized framework for agglomerative clustering of signed graphs and its application to Instance Segmentation Jun 27, 2019 Clustering graph partitioning
— Unverified Instance Segmentation by Jointly Optimizing Spatial Embeddings and Clustering Bandwidth Jun 26, 2019 Autonomous Driving Clustering
Code Code Available Cascade R-CNN: High Quality Object Detection and Instance Segmentation Jun 24, 2019 Instance Segmentation object-detection
Code Code Available Automated crater shape retrieval using weakly-supervised deep learning Jun 20, 2019 Deep Learning Instance Segmentation
Code Code Available 3D Instance Segmentation via Multi-Task Metric Learning Jun 20, 2019 3D Instance Segmentation 3D Reconstruction
— Unverified Deep Multicameral Decoding for Localizing Unoccluded Object Instances from a Single RGB Image Jun 18, 2019 Boundary Detection Decoder
— Unverified MMDetection: Open MMLab Detection Toolbox and Benchmark Jun 17, 2019 Benchmarking Instance Segmentation
Code Code Available IMP: Instance Mask Projection for High Accuracy Semantic Segmentation of Things Jun 15, 2019 Instance Segmentation Scene Segmentation
— Unverified Instance Segmentation with Point Supervision Jun 14, 2019 Instance Segmentation Object
— Unverified Learning Instance Occlusion for Panoptic Segmentation Jun 13, 2019 Instance Segmentation Panoptic Segmentation
Code Code Available Risky Action Recognition in Lane Change Video Clips using Deep Spatiotemporal Networks with Segmentation Mask Transfer Jun 7, 2019 Action Recognition General Classification
Code Code Available Learning Object Bounding Boxes for 3D Instance Segmentation on Point Clouds Jun 4, 2019 3D Instance Segmentation Clustering
Code Code Available Data Augmentation for Object Detection via Progressive and Selective Instance-Switching Jun 2, 2019 Data Augmentation Instance Segmentation
Code Code Available Content-Aware Multi-Level Guidance for Interactive Instance Segmentation Jun 1, 2019 Instance Segmentation Interactive Segmentation
— Unverified Amodal Instance Segmentation With KINS Dataset Jun 1, 2019 Amodal Instance Segmentation Instance Segmentation
Code Code Available Learning Instance Activation Maps for Weakly Supervised Instance Segmentation Jun 1, 2019 Image-level Supervised Instance Segmentation Instance Segmentation
— Unverified ZigZagNet: Fusing Top-Down and Bottom-Up Context for Object Segmentation Jun 1, 2019 Instance Segmentation Segmentation
— Unverified Learning Shape-Aware Embedding for Scene Text Detection Jun 1, 2019 Instance Segmentation Scene Text Detection
— Unverified ToothNet: Automatic Tooth Instance Segmentation and Identification From Cone Beam CT Images Jun 1, 2019 GPU Instance 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 iSAID: A Large-scale Dataset for Instance Segmentation in Aerial Images May 30, 2019 Instance Segmentation Object
Code Code Available A Hierarchical Probabilistic U-Net for Modeling Multi-Scale Ambiguities May 30, 2019 Diversity Inductive Bias
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 Video Instance Segmentation May 12, 2019 Instance Segmentation Segmentation
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 GCNet: Non-local Networks Meet Squeeze-Excitation Networks and Beyond Apr 25, 2019 Instance Segmentation Object Detection
Code Code Available 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 based Semantic Matting for Compositing Applications Apr 10, 2019 Image Matting Instance Segmentation
— Unverified 