Fang‐Chieh Chou

1. Multimodal Trajectory Predictions for Autonomous Driving using Deep Convolutional Networks
   2018/09/18 by Henggang Cui, Vladan Radosavljević, Cui, Henggang +13 · 24 citations
   Computer Science · Engineering · #Advanced Neural Network Applications #Autonomous Vehicle Technology and Safety #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Robotics (cs.RO) #Video Surveillance and Tracking Methods
2. Uncertainty-aware Short-term Motion Prediction of Traffic Actors for\n Autonomous Driving
   2018/08/17 by Nemanja Djuric, Djuric, Nemanja, Vladan Radosavljević +15 · 15 citations
   Computer Science · Engineering · #Advanced Neural Network Applications #Anomaly Detection Techniques and Applications #Autonomous Vehicle Technology and Safety #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Robotics (cs.RO) #Traffic Prediction and Management Techniques
3. Multi-View Fusion of Sensor Data for Improved Perception and Prediction in Autonomous Driving
   2020/08/27 by Sudeep Fadadu, Fadadu, Sudeep, Shreyash Pandey +11 · 7 citations
   Computer Science · Engineering · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Robotics and Sensor-Based Localization #Video Surveillance and Tracking Methods
4. Traffic Control via Connected and Automated Vehicles: An Open-Road Field Experiment with 100 CAVs
   2024/02/26 by Jonathan Lee, Lee, Jonathan W., Han Wang +124 · 3 citations
   Engineering · #FOS: Electrical engineering #Systems and Control (eess.SY) #Traffic Prediction and Management Techniques #Traffic control and management #Vehicular Ad Hoc Networks (VANETs) #electronic engineering #information engineering
5. Predicting Motion of Vulnerable Road Users using High-Definition Maps\n and Efficient ConvNets
   2019/06/20 by Fang‐Chieh Chou, Chou, Fang-Chieh, Tsung-Han Lin +15 · 1 citation
   Computer Science · Engineering · #Autonomous Vehicle Technology and Safety #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Robotics (cs.RO) #Traffic and Road Safety #Video Surveillance and Tracking Methods #electronic engineering #information engineering
6. Improving Movement Predictions of Traffic Actors in Bird's-Eye View Models using GANs and Differentiable Trajectory Rasterization
   2020/04/14 by Eason Wang, Henggang Cui, Wang, Eason +9 · 1 citation
   Computer Science · Engineering · #Anomaly Detection Techniques and Applications #Autonomous Vehicle Technology and Safety #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Robotics (cs.RO) #Video Surveillance and Tracking Methods #electronic engineering #information engineering
7. Investigating the Effect of Sensor Modalities in Multi-Sensor Detection-Prediction Models
   2021/01/09 by Abhishek Mohta, Fang‐Chieh Chou, Mohta, Abhishek +7 · 1 citation
   Computer Science · Engineering · #Anomaly Detection Techniques and Applications #Autonomous Vehicle Technology and Safety #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Robotics (cs.RO) #Target Tracking and Data Fusion in Sensor Networks
8. Integrated Framework of Vehicle Dynamics, Instabilities, Energy Models,\n and Sparse Flow Smoothing Controllers
   2021/04/22 by Jonathan Lee, George Gunter, Lee, Jonathan W. +55 · 1 citation
   Engineering · #Autonomous Vehicle Technology and Safety #FOS: Electrical engineering #Systems and Control (eess.SY) #Traffic Prediction and Management Techniques #Traffic control and management #electronic engineering #information engineering