Alexandre Alahi
École Polytechnique Fédérale de Lausanne(CH)
Publications by Year
Research Areas
Video Surveillance and Tracking Methods, Anomaly Detection Techniques and Applications, Human Pose and Action Recognition, Autonomous Vehicle Technology and Safety, Advanced Neural Network Applications
Most-Cited Works
- → Perceptual Losses for Real-Time Style Transfer and Super-Resolution(2016)9,888 cited
- → Social LSTM: Human Trajectory Prediction in Crowded Spaces(2016)3,402 cited
- → FREAK: Fast Retina Keypoint(2012)1,744 cited
- → Learning Social Etiquette: Human Trajectory Understanding In Crowded Scenes(2016)887 cited
- → Learning to Track: Online Multi-object Tracking by Decision Making(2015)711 cited
- → Tracking the Untrackable: Learning to Track Multiple Cues with Long-Term Dependencies(2017)575 cited
- → Crowd-Robot Interaction: Crowd-Aware Robot Navigation With Attention-Based Deep Reinforcement Learning(2019)572 cited
- → Smarter eco-cities and their leading-edge artificial intelligence of things solutions for environmental sustainability: A comprehensive systematic review(2023)461 cited
- → Social Scene Understanding: End-to-End Multi-person Action Localization and Collective Activity Recognition(2017)254 cited