2024 WORKSHOP PROGRAM

This year’s AI City Challenge CVPR workshop will take place on Monday, June 17th.

Location: Seattle Convention Center | Summit 444
Virtual attendance of our workshop is available on Zoom. You can find the link on the CVPR website: CVPR Virtual Workshop

Zoom link: https://us06web.zoom.us/j/87449150820?pwd=kDBUUtrUNPGR8Gp40pmS8zCaJF2O7s.1
pwd: 54892391

Please find tentative the workshop schedule below (Pacific Time):  

(Full workshop recording is available here: https://youtu.be/yVshNGpb4Yc?si=72NZHCEqEgQc8Bcj)

07:30 AM – 08:00 AM

 

 

Breakfast (served starting from 7:30 AM)

08:00 AM – 08:30 AM

 

 

Opening – Workshop Organization Presentation

08:30 AM – 09:15AM

 

 

Keynote

Speaker: Prof. Daniel Cremers

Topic: Large-Scale Dynamic Scene Understanding

09:15 AM – 10:10 AM

 

 

Paper Presentations and Q&A – Track1

(1) Paper_ID 32: Overlap Suppression Clustering for Offline Multi-Camera People Tracking (presentation)

(2) Paper_ID 1: A Robust Online Multi-Camera People Tracking System With Geometric Consistency and State-aware Re-ID Correction (presentation)

(3) Paper_ID 39: Cluster Self-Refinement for Enhanced Online Multi-Camera People Tracking (media)

(4) Paper_ID 46: OCMCTrack: Online Multi-Target Multi-Camera Tracking with Corrective Matching Cascade (media)

(5) Paper_ID 6: An Online Approach and Evaluation Method for Tracking People Across Cameras in Extremely Long Video Sequence (media)

(6) Paper_ID 40: Online Multi-camera People Tracking with Spatial-temporal Mechanism and Anchor-feature Hierarchical Clustering (media)

(7) Paper_ID 43: Efficient Online Multi-Camera Tracking with Memory-Efficient Accumulated Appearance Features and Trajectory Validation

10:10 AM – 10:25AM

 

Morning Coffee (served from 10:00 to 10:45)

10:25 AM – 11:10 AM

 

Paper Presentations and Q&A – Track2

(1) Paper_ID 38: CityLLaVA: Efficient Fine-Tuning for VLMs in City Scenario (media)

(2) Paper_ID 10: Divide and Conquer Boosting for Enhanced Traffic Safety Description and Analysis with Large Vision Language Model (media)

(3) Paper_ID 28: TrafficVLM: A Controllable Visual Language Model for Traffic Video Captioning (media)

(4) Paper_ID 27: Enhancing Traffic Safety with Parallel Dense Video Captioning for End-to-End Event Analysis (media)

(5) Paper_ID 15: Multi-perspective Traffic Video Description Model with Fine-grained Refinement Approach (media)

11:10 AM – 11:50 AM

 

Paper Presentations and Q&A – Track3

(1) Paper_ID 24: Augmented Self-Mask Attention Transformer for Naturalistic Driving Action Recognition (media)

(2) Paper_ID 31: Multi-View Spatial-Temporal Learning for Understanding Unusual Behaviors in Untrimmed Naturalistic Driving Videos (media)

(3) Paper_ID 37: Multi-View Action Recognition for Distracted Driver Behavior Localization (presentation, recording)

(4) Paper_ID 51: DeepLocalization: Using change point detection for Temporal Action Localization (presentation)

11:50 AM – 13:00 PM

 

Lunch (served from 11:45 AM to 13:30 PM)

13:00 PM – 13:50 PM

 

Paper Presentations and Q&A – Track4

(1) Paper_ID 4: Robust Data Augmentation and Ensemble Method for Object Detection in Fisheye Camera Images (media)

(2) Paper_ID 50: Road Object Detection Robust to Distorted Objects at the Edge Regions of Images (media)

(3) Paper_ID 20: Improving Object Detection to Fisheye Cameras with Open-Vocabulary Pseudo-Label Approach (media)

(4) Paper_ID 44: Enhancing Road Object Detection in Fisheye Cameras: An Effective Framework Integrating SAHI and Hybrid Inference (media)

(5) Paper_ID 12: Low-Light Image Enhancement Framework for Improved Object Detection in Fisheye Lens Datasets (media)

(6) Paper_ID 19: FE-Det: An Effective Traffic Object Detection Framework for Fish-Eye Cameras (media)

13:50 PM – 14:30 PM

 

Paper Presentations and Q&A – Track5

(1) Paper_ID 36: Robust Motorcycle Helmet Detection in Real-World Scenarios: Using Co-DETR and Minority Class Enhancement (media)

(2) Paper_ID 17: An Effective Method for Detecting Violation of Helmet Rule for Motorcyclists (media)

(3) Paper_ID 5: Motorcyclist Helmet Violation Detection Framework by Leveraging Robust Ensemble and Augmentation Methods (media)

(4) Paper_ID 13: A Coarse-to-fine Two-stage Helmet Detection Method for Motorcyclists (media)

14:30 PM – 15:00 PM

Paper Presentations and Q&A – Independent

(1) Paper_ID 14: PV-Cap: 3D Dynamic Scene Understanding Through Open Physics-based Vocabulary (media)

(2) Paper_ID 26: KI-GAN: Knowledge-Informed Generative Adversarial Networks for Enhanced Multi-Agent Trajectory Forecasting at Signalized Intersections (media)

(3) Paper_ID 42: Simple Inplace Data Augmentation for Surveillance Object Detection (media)

15:00 PM – 15:15 PM

 

 

Afternoon Coffee Break (served from 15:00 PM to 15:45 PM)

15:15 PM – 16:15 PM

 

 

Panel Discussion on Ethical AI & Intelligent Traffic System (ITS)

  • Panel members on Ethical AI: 

Thomas Tang, Shuo Wang, David Anastasiu, Liang Zheng, Daniel Cremers

  • Panel members on Intelligent Traffic Systems (ITS): 

Norimasa Kobori, Anuj Sharma, Shuo Wang, Pranamesh Chakraborty, Munkhjargal Gochoo, David Kuehn

16:15 PM – 16:30 PM

 

 

Award Ceremony

16:30 PM – 17:30 PM

 

 

Poster Session

Location:

Arch Building Exhibit Hall at the Seattle Convention Center

17:30 PM

 

 

Adjourn