Robust Deep Multi-Modal Sensor Fusion using Fusion Weight Regularization and Target Learning Jan 29, 2019 Deep Learning Sensor Fusion
— Unverified 0A General Optimization-based Framework for Global Pose Estimation with Multiple Sensors Jan 11, 2019 Pose Estimation Sensor Fusion
Code Code Available 0Multimodal Sensor Fusion In Single Thermal image Super-Resolution Dec 21, 2018 Image Super-Resolution Sensor Fusion
Code Code Available 0Learning On-Road Visual Control for Self-Driving Vehicles with Auxiliary Tasks Dec 19, 2018 Optical Flow Estimation Semantic Segmentation
— Unverified 0Risk-averse Behavior Planning for Autonomous Driving under Uncertainty Dec 4, 2018 Autonomous Driving Autonomous Vehicles
— Unverified 0Joint Mapping and Calibration via Differentiable Sensor Fusion Nov 21, 2018 Clustering Probabilistic Programming
— Unverified 0Non-Coherent Sensor Fusion via Entropy Regularized Optimal Mass Transport Nov 19, 2018 Sensor Fusion
— Unverified 0Multi-Level Sensor Fusion with Deep Learning Nov 5, 2018 Deep Learning Sensor Fusion
— Unverified 0PerceptionNet: A Deep Convolutional Neural Network for Late Sensor Fusion Nov 1, 2018 Activity Recognition Human Activity Recognition
— Unverified 0Multi-scale Geometric Summaries for Similarity-based Sensor Fusion Oct 13, 2018 Sensor Fusion
— Unverified 0Optimized Gated Deep Learning Architectures for Sensor Fusion Oct 8, 2018 Activity Recognition Autonomous Driving
— Unverified 0Improved Semantic Stixels via Multimodal Sensor Fusion Sep 24, 2018 Sensor Fusion
— Unverified 0Coordinated Heterogeneous Distributed Perception based on Latent Space Representation Sep 12, 2018 Sensor Fusion
— Unverified 0Online Temporal Calibration for Monocular Visual-Inertial Systems Aug 2, 2018 Autonomous Driving Robot Navigation
Code Code Available 0Modular Sensor Fusion for Semantic Segmentation Jul 30, 2018 Segmentation Semantic Segmentation
Code Code Available 0Optimal Sensor Data Fusion Architecture for Object Detection in Adverse Weather Conditions Jul 6, 2018 Object object-detection
— Unverified 0Comparative survey: People detection, tracking and multi-sensor Fusion in a video sequence Jun 16, 2018 Sensor Fusion
— Unverified 0Semantic Road Layout Understanding by Generative Adversarial Inpainting May 29, 2018 Autonomous Driving Segmentation
— Unverified 0Street-view change detection with deconvolutional networks May 15, 2018 3D Reconstruction Change Detection
— Unverified 0DeLS-3D: Deep Localization and Segmentation with a 3D Semantic Map May 13, 2018 Autonomous Driving Camera Pose Estimation
Code Code Available 0Multi-Resolution Multi-Modal Sensor Fusion For Remote Sensing Data With Label Uncertainty May 2, 2018 Scene Understanding Sensor Fusion
Code Code Available 0Object Detection and Classification in Occupancy Grid Maps using Deep Convolutional Networks May 2, 2018 General Classification object-detection
— Unverified 0LiDAR and Camera Calibration using Motion Estimated by Sensor Fusion Odometry Apr 14, 2018 Camera Calibration Sensor Fusion
— Unverified 0A LiDAR Point Cloud Generator: from a Virtual World to Autonomous Driving Mar 31, 2018 Autonomous Driving Point Cloud Segmentation
— Unverified 0The ApolloScape Open Dataset for Autonomous Driving and its Application Mar 16, 2018 Autonomous Driving Instance Segmentation
Code Code Available 1Resource aware design of a deep convolutional-recurrent neural network for speech recognition through audio-visual sensor fusion Mar 13, 2018 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified 0Multi-Sensor Conflict Measurement and Information Fusion Mar 12, 2018 Sensor Fusion
— Unverified 0Closed-form solution to cooperative visual-inertial structure from motion Feb 23, 2018 Form Sensor Fusion
— Unverified 0Statistical Sensor Fusion of a 9-DoF MEMS IMU for Indoor Navigation Feb 12, 2018 Pose Tracking Position
— Unverified 0Structured Deep Neural Network Pruning via Matrix Pivoting Dec 1, 2017 Diversity Network Pruning
— Unverified 0PointFusion: Deep Sensor Fusion for 3D Bounding Box Estimation Nov 29, 2017 3D Object Detection 6D Pose Estimation using RGB
Code Code Available 0Robust and Precise Vehicle Localization based on Multi-sensor Fusion in Diverse City Scenes Nov 15, 2017 3D geometry Autonomous Driving
— Unverified 0PIRVS: An Advanced Visual-Inertial SLAM System with Flexible Sensor Fusion and Hardware Co-Design Oct 2, 2017 Sensor Fusion Simultaneous Localization and Mapping
— Unverified 0Avoidance of Manual Labeling in Robotic Autonomous Navigation Through Multi-Sensory Semi-Supervised Learning Sep 22, 2017 Autonomous Navigation Imitation Learning
— Unverified 0Distributed Deep Neural Networks over the Cloud, the Edge and End Devices Sep 6, 2017 Distributed Computing Object Recognition
Code Code Available 1Hybrid PS-V Technique: A Novel Sensor Fusion Approach for Fast Mobile Eye-Tracking with Sensor-Shift Aware Correction Jul 17, 2017 Sensor Fusion
— Unverified 0Zero-Shot Deep Domain Adaptation Jul 6, 2017 Classification Domain Adaptation
— Unverified 0Multi-View Task-Driven Recognition in Visual Sensor Networks May 30, 2017 Image Retrieval Multi-Task Learning
— Unverified 0Learning End-to-end Multimodal Sensor Policies for Autonomous Navigation May 30, 2017 Autonomous Navigation Sensor Fusion
— Unverified 0Towards Visual Ego-motion Learning in Robots May 29, 2017 Motion Estimation Optical Flow Estimation
— Unverified 0Magnetic-Visual Sensor Fusion based Medical SLAM for Endoscopic Capsule Robot May 17, 2017 Diagnostic Sensor Fusion
— Unverified 0Real-time 3D Human Tracking for Mobile Robots with Multisensors Mar 15, 2017 Sensor Fusion Visual Tracking
— Unverified 0Sensor Fusion for Robot Control through Deep Reinforcement Learning Mar 13, 2017 Deep Reinforcement Learning reinforcement-learning
— Unverified 0Distributed Mapping with Privacy and Communication Constraints: Lightweight Algorithms and Object-based Models Feb 11, 2017 Sensor Fusion
Code Code Available 0Probabilistic Sensor Fusion for Ambient Assisted Living Feb 4, 2017 Activity Recognition Sensor Fusion
— Unverified 0UAV Sensor Fusion With Latent-Dynamic Conditional Random Fields in Coronal Plane Estimation Jun 1, 2016 Sensor Fusion
— Unverified 0Tracking Human-like Natural Motion Using Deep Recurrent Neural Networks Apr 15, 2016 Sensor Fusion
— Unverified 0Kernel-based Sensor Fusion with Application to Audio-Visual Voice Activity Detection Apr 11, 2016 Action Detection Activity Detection
— Unverified 0Sequence Classification with Neural Conditional Random Fields Feb 5, 2016 Classification General Classification
— Unverified 0Sensor Fusion of Camera, GPS and IMU using Fuzzy Adaptive Multiple Motion Models Dec 9, 2015 Motion Estimation Pose Estimation
— Unverified 0