2018 AI City Challenge - CVPR Workshop Program
- Monday, June 18, 2018
- Salt Lake City, UT
- Calvin L. Rampton Salt Palace Convention Center - Room 355B
09:00 – 09:25
Introduction and Challenge Summary
The AI City Challenge
Dr. Milind Naphade, NVIDIA Corporation
09:25 – 09:50
Keynote
Video Analytics in Traffic Management
John Garofolo, NIST
09:50 – 10:30
Oral Presentations Session I
Video Analytics in Smart Transportation for the AIC’18 Challenge (Team 18)
Ming-Ching Chang, Yi Wei, Nenghui Song, Siwei Lyu
Challenges in Large Scale Traffic Video Analysis (Team 79)
Weitao Feng, Deyi Ji, Yiru Wang, Shuorong Chang, Hansheng Ren, Weihao Gan
10:30 – 11:00
Coffee Break
11:00 – 12:20
Oral Presentations Session II
Graph@FIT Submission to the AI City Challenge 2018 (Team 6)
Jakub Sochor, Jakub Špaňhel, Roman Juránek, Petr Dobeš, Adam Herout
AIC2018 Report: Traffic Video Research (Team 12)
Tingyu Mao, Wei Zhang, Haoyu He, Yanjun Lin, Vinay Kale, Alexander Stein, Zoran Kostic
Visual Speed Estimation and Abnormality Detection (Team 39)
Panagiotis Giannakeris, Vagia Kaltsa, Konstantinos Avgerinakis, Alexia Briassouli, Stefanos Vrochidis, Ioannis Kompatsiaris
Traffic Flow Analysis with Multiple Adaptive Vehicle Detectors and Landmark-based Scanlines (Team 4)
Minh-Triet Tran, Tung Dinh-Duy, Thanh-Dat Truong, Vinh Ton-That, Thanh-Nhon Do, Quoc-An Luong, Thanh-An Nguyen, Vinh-Tiep Nguyen, Minh N. Do
12:20 – 13:20
Lunch
13:20 – 15:20
Oral Presentations Session III
Single-camera and Inter-camera Vehicle Tracking and 3D Speed Estimation based on Fusion of Visual and Semantic Features (Team 48)
Zheng Tang, Gaoang Wang, Hao Xiao, Aotian Zheng, Jenq-Neng Hwang
Geometry-aware Traffic Flow Analysis by Detection and Tracking (Team 78)
Honghui Shi, Zhonghao Wang, Yang Zhang, Xinchao Wang, Thomas Huang
Vehicle Re-identification with the Space-Time Prior (Team 37)
Chih-Wei Wu, Chih-Ting Liu, Chen-En Jiang, Wei-Chih Tu, Shao-Yi Chien
Unsupervised Anomaly Detection for Traffic Based on Background Modeling (Team 63)
Jiayi Wei, Jianfei Zhao, Yanyun Zhao
Semi-Automatic 2D Solution for Vehicle Speed Estimation from Monocular Videos (Team 65)
Amit Kumar, Pirazh Khorramshahi, Wei-An Lin, Prithviraj Dhar, Jun-Cheng Chen, Rama Chellappa
Dual-Mode Vehicle Motion Pattern Learning for High Performance Road Traffic Anomaly Detection (Team 15)
Yan Xu, Xi Quyang, Yu Cheng, Shining Yu, Lin Xiong, Sugiri Pranata, Shengmei Shen, Junliang Xing
15:20 – 16:00
Panel on Video Analytics in Traffic Management
Terry Adams, Program Manager, I-ARPA
David Ness, City of Dubuque, Traffic Engineer
David Kuehn, FHWA, USDOT
Milind Naphade, NVIDIA Corporation
Anuj Sharma, Iowa State University
John Garofolo, NIST
16:00 – 16:10
DeepStream
DeepStream
Farzin Aghdasi, NVIDIA Corporation
16:10 – 16:30
Coffee Break
16:30 – 17:00
Posters and Demos
Vehicle Tracking and Speed Estimation from Traffic Videos (Team 26)
Shuai Hua, Manika Kapoor, David C. Anastasiu
Traffic Speed Estimation from Video Data (Team 40)
Tingting Huang
AIC2018 AImagelab (Team 41)
Pedro Antonio Marín-Reyes, Andrea Palazzi, Luca Bergamini, Simone Calderara, Javier Lorenzo-Navarro, Rita Cucchiara
Posters and Demos from All Oral Presentations
17:00 – 17:30
Awards Ceremony
Speakers
Milind Naphade
CTO, AI Cities, NVIDIA Corporation
John Garofolo
Senior Advisor for Information Access Programs, National Institute of Standards and Technology