Self-supervised learning for autonomous vehicles perception: A conciliation between analytical and learning methods Oct 3, 2019 Autonomous Driving Autonomous Vehicles
— Unverified LIP: Learning Instance Propagation for Video Object Segmentation Sep 30, 2019 Data Augmentation Instance Segmentation
— Unverified Multi-view PointNet for 3D Scene Understanding Sep 30, 2019 3D Instance Segmentation 3D Semantic Segmentation
— Unverified End-to-End Deep Convolutional Active Contours for Image Segmentation Sep 29, 2019 Image Segmentation Instance Segmentation
— Unverified Salient Instance Segmentation via Subitizing and Clustering Sep 29, 2019 Clustering Instance Segmentation
— Unverified Rethinking Task and Metrics of Instance Segmentation on 3D Point Clouds Sep 27, 2019 Instance Segmentation Semantic Segmentation
— Unverified Geomorphological Analysis Using Unpiloted Aircraft Systems, Structure from Motion, and Deep Learning Sep 27, 2019 Instance Segmentation Morphological Analysis
— Unverified Multi-Task Learning via Scale Aware Feature Pyramid Networks and Effective Joint Head Sep 25, 2019 Instance Segmentation Multi-Task Learning
— Unverified A closer look at network resolution for efficient network design Sep 25, 2019 Instance Segmentation object-detection
— Unverified Rescan: Inductive Instance Segmentation for Indoor RGBD Scans Sep 25, 2019 Instance Segmentation Segmentation
— Unverified Gated Channel Transformation for Visual Recognition Sep 25, 2019 General Classification image-classification
Code Code Available AdaptIS: Adaptive Instance Selection Network Sep 17, 2019 Instance Segmentation Panoptic Segmentation
Code Code Available Comparison of UNet, ENet, and BoxENet for Segmentation of Mast Cells in Scans of Histological Slices Sep 15, 2019 Instance Segmentation Semantic Segmentation
— Unverified Center-Extraction-Based Three Dimensional Nuclei Instance Segmentation of Fluorescence Microscopy Images Sep 13, 2019 Instance Segmentation Segmentation
— Unverified Is Heuristic Sampling Necessary in Training Deep Object Detectors? Sep 11, 2019 Diagnostic General Classification
Code Code Available BERTgrid: Contextualized Embedding for 2D Document Representation and Understanding Sep 11, 2019 Instance Segmentation Language Modeling
Code Code Available Chargrid-OCR: End-to-end Trainable Optical Character Recognition for Printed Documents using Instance Segmentation Sep 10, 2019 GPU Instance Segmentation
— Unverified CBNet: A Novel Composite Backbone Network Architecture for Object Detection Sep 9, 2019 Instance Segmentation object-detection
Code Code Available NuClick: From Clicks in the Nuclei to Nuclear Boundaries Sep 7, 2019 Instance Segmentation Nuclear Segmentation
— Unverified SSAP: Single-Shot Instance Segmentation With Affinity Pyramid Sep 4, 2019 Instance Segmentation Segmentation
Code Code Available Nuclear Instance Segmentation using a Proposal-Free Spatially Aware Deep Learning Framework Aug 27, 2019 Clustering Instance Segmentation
— Unverified A Weakly Supervised Method for Instance Segmentation of Biological Cells Aug 26, 2019 Contour Detection Instance Segmentation
— Unverified Generator evaluator-selector net for panoptic image segmentation and splitting unfamiliar objects into parts Aug 24, 2019 Image Segmentation Instance Segmentation
Code Code Available Towards Unconstrained End-to-End Text Spotting Aug 24, 2019 Instance Segmentation Optical Character Recognition (OCR)
— Unverified DISCo: Deep learning, Instance Segmentation, and Correlations for cell segmentation in calcium imaging Aug 21, 2019 Cell Segmentation Clustering
Code Code Available InstaBoost: Boosting Instance Segmentation via Probability Map Guided Copy-Pasting Aug 21, 2019 Data Augmentation Instance Segmentation
Code Code Available Instance Scale Normalization for image understanding Aug 20, 2019 Instance Segmentation Object
— Unverified IRNet: Instance Relation Network for Overlapping Cervical Cell Segmentation Aug 19, 2019 Cell Segmentation Instance Segmentation
Code Code Available Explicit Shape Encoding for Real-Time Instance Segmentation Aug 12, 2019 Instance Segmentation Object
Code Code Available Attentive Normalization Aug 4, 2019 Image Classification Instance Segmentation
Code Code Available The Best of Both Modes: Separately Leveraging RGB and Depth for Unseen Object Instance Segmentation Jul 30, 2019 Instance Segmentation Object
— Unverified Grape detection, segmentation and tracking using deep neural networks and three-dimensional association Jul 26, 2019 Instance Segmentation Segmentation
Code Code Available Distill-to-Label: Weakly Supervised Instance Labeling Using Knowledge Distillation Jul 26, 2019 Breast Cancer Detection Instance Segmentation
— Unverified Object as Distribution Jul 25, 2019 Autonomous Driving Instance Segmentation
— Unverified 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 Cascade R-CNN: High Quality Object Detection and Instance Segmentation Jun 24, 2019 Instance Segmentation object-detection
Code Code Available 3D Instance Segmentation via Multi-Task Metric Learning Jun 20, 2019 3D Instance Segmentation 3D Reconstruction
— Unverified Automated crater shape retrieval using weakly-supervised deep learning Jun 20, 2019 Deep Learning Instance Segmentation
Code Code Available Deep Multicameral Decoding for Localizing Unoccluded Object Instances from a Single RGB Image Jun 18, 2019 Boundary Detection Decoder
— Unverified 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 