Xiaoxiao Du

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 21

Top Topics

Choquet Integral

Top Venues

IEEE Robotics Autom. Lett.

IEEE Trans. Geosci. Remote. Sens.

Publications

Hersh Vakharia, Xiaoxiao Du
Bi-Capacity Choquet Integral for Sensor Fusion with Label Uncertainty. FUZZ (2024)
Asiegbu Miracle Kanu-Asiegbu, Ram Vasudevan, Xiaoxiao Du
BiPOCO: Bi-Directional Trajectory Prediction with Pose Constraints for Pedestrian Anomaly Detection. CoRR (2022)
Asiegbu Miracle Kanu-Asiegbu, Ram Vasudevan, Xiaoxiao Du
Leveraging Trajectory Prediction for Pedestrian Video Anomaly Detection. CoRR (2022)
Asiegbu Miracle Kanu-Asiegbu, Ram Vasudevan, Xiaoxiao Du
Leveraging Trajectory Prediction for Pedestrian Video Anomaly Detection. SSCI (2021)
Yu Yao, Ella M. Atkins, Matthew Johnson-Roberson, Ram Vasudevan, Xiaoxiao Du
Coupling Intent and Action for Pedestrian Crossing Behavior Prediction. CoRR (2021)
Yu Yao, Ella M. Atkins, Matthew Johnson-Roberson, Ram Vasudevan, Xiaoxiao Du
Coupling Intent and Action for Pedestrian Crossing Behavior Prediction. IJCAI (2021)
Yu Yao, Ella M. Atkins, Matthew Johnson-Roberson, Ram Vasudevan, Xiaoxiao Du
BiTraP: Bi-Directional Pedestrian Trajectory Prediction With Multi-Modal Goal Estimation. IEEE Robotics Autom. Lett. 6 (2) (2021)
Xiaoxiao Du, Alina Zare
Multiresolution Multimodal Sensor Fusion for Remote Sensing Data With Label Uncertainty. IEEE Trans. Geosci. Remote. Sens. 58 (4) (2020)
Xiaoxiao Du, Ram Vasudevan, Matthew Johnson-Roberson
Unsupervised Pedestrian Pose Prediction: A Deep Predictive Coding Network-Based Approach for Autonomous Vehicle Perception. IEEE Robotics Autom. Mag. 27 (2) (2020)
Fan Bu, Trinh Le, Xiaoxiao Du, Ram Vasudevan, Matthew Johnson-Roberson
Pedestrian Planar LiDAR Pose (PPLP) Network for Oriented Pedestrian Detection Based on Planar LiDAR and Monocular Images. IEEE Robotics Autom. Lett. 5 (2) (2020)
Yu Yao, Ella M. Atkins, Matthew Johnson-Roberson, Ram Vasudevan, Xiaoxiao Du
BiTraP: Bi-directional Pedestrian Trajectory Prediction with Multi-modal Goal Estimation. CoRR (2020)
Xiaoxiao Du, Alina Zare, Derek T. Anderson
Multiple Instance Choquet Integral with Binary Fuzzy Measures for Remote Sensing Classifier Fusion with Imprecise Labels. SSCI (2019)
Xiaoxiao Du, Alina Zare
Multiple Instance Choquet Integral Classifier Fusion and Regression for Remote Sensing Applications. IEEE Trans. Geosci. Remote. Sens. 57 (5) (2019)
Cyrus Anderson, Xiaoxiao Du, Ram Vasudevan, Matthew Johnson-Roberson
Stochastic Sampling Simulation for Pedestrian Trajectory Prediction. CoRR (2019)
Xiaoxiao Du, Ram Vasudevan, Matthew Johnson-Roberson
Bio-LSTM: A Biomechanically Inspired Recurrent Neural Network for 3-D Pedestrian Pose and Gait Prediction. IEEE Robotics Autom. Lett. 4 (2) (2019)
Cyrus Anderson, Xiaoxiao Du, Ram Vasudevan, Matthew Johnson-Roberson
Stochastic Sampling Simulation for Pedestrian Trajectory Prediction. IROS (2019)
Muhammad Aminul Islam, Derek T. Anderson, Xiaoxiao Du, Timothy C. Havens, Christian Wagner
Efficient Binary Fuzzy Measure Representation and Choquet Integral Learning. IPMU (1) (2018)
Xiaoxiao Du, Alina Zare
Multi-Resolution Multi-Modal Sensor Fusion For Remote Sensing Data With Label Uncertainty. CoRR (2018)
Xiaoxiao Du, Alina Zare
Multiple Instance Choquet Integral Classifier Fusion and Regression for Remote Sensing Applications. CoRR (2018)
Xiaoxiao Du, Ram Vasudevan, Matthew Johnson-Roberson
Bio-LSTM: A Biomechanically Inspired Recurrent Neural Network for 3D Pedestrian Pose and Gait Prediction. CoRR (2018)
Xiaoxiao Du, Alina Zare, James M. Keller, Derek T. Anderson
Multiple Instance Choquet integral for classifier fusion. CEC (2016)
Xiaoxiao Du, Alina Zare, Paul D. Gader, Dmitri Dranishnikov
Spatial and Spectral Unmixing Using the Beta Compositional Model. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 7 (6) (2014)