Cover Image

From Lab to Field: Real-World Evaluation of an AI-Driven Smart Video Solution to Enhance Community Safety

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Yao, Shanle, Ardabili, Babak Rahimi, Pazho, Armin Danesh, Noghre, Ghazal Alinezhad, Neff, Christopher, Bourque, Lauren, Tabkhi, Hamed
Format:	Preprint
Published:	2023
Subjects:	Computer Vision and Pattern Recognition Artificial Intelligence Machine Learning
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Evaluating the Effectiveness of Video Anomaly Detection in the Wild: Online Learning and Inference for Real-world Deployment
by: Yao, Shanle, et al.
Published: (2024)

Towards Adaptive Human-centric Video Anomaly Detection: A Comprehensive Framework and A New Benchmark
by: Pazho, Armin Danesh, et al.
Published: (2024)

ALFred: An Active Learning Framework for Real-world Semi-supervised Anomaly Detection with Adaptive Thresholds
by: Yao, Shanle, et al.
Published: (2025)

Exploring Pose-Based Anomaly Detection for Retail Security: A Real-World Shoplifting Dataset and Benchmark
by: Rashvand, Narges, et al.
Published: (2025)

Shopformer: Transformer-Based Framework for Detecting Shoplifting via Human Pose
by: Rashvand, Narges, et al.
Published: (2025)

Human-Centric Video Anomaly Detection Through Spatio-Temporal Pose Tokenization and Transformer
by: Noghre, Ghazal Alinezhad, et al.
Published: (2024)

A Survey on Video Anomaly Detection via Deep Learning: Human, Vehicle, and Environment
by: Noghre, Ghazal Alinezhad, et al.
Published: (2025)

An Exploratory Study on Human-Centric Video Anomaly Detection through Variational Autoencoders and Trajectory Prediction
by: Noghre, Ghazal Alinezhad, et al.
Published: (2024)

From Frames to Events: Rethinking Evaluation in Human-Centric Video Anomaly Detection
by: Rashvand, Narges, et al.
Published: (2026)

VT-Former: An Exploratory Study on Vehicle Trajectory Prediction for Highway Surveillance through Graph Isomorphism and Transformer
by: Pazho, Armin Danesh, et al.
Published: (2023)

MoFM: A Large-Scale Human Motion Foundation Model
by: Baharani, Mohammadreza, et al.
Published: (2025)

MoCLIP: Motion-Aware Fine-Tuning and Distillation of CLIP for Human Motion Generation
by: Maldonado, Gabriel, et al.
Published: (2025)

Adversarially-Refined VQ-GAN with Dense Motion Tokenization for Spatio-Temporal Heatmaps
by: Maldonado, Gabriel, et al.
Published: (2025)

From Offline to Periodic Adaptation for Pose-Based Shoplifting Detection in Real-world Retail Security
by: Yao, Shanle, et al.
Published: (2026)

Are Multimodal LLMs Ready for Surveillance? A Reality Check on Zero-Shot Anomaly Detection in the Wild
by: Yao, Shanle, et al.
Published: (2026)

Beyond the Interface: Redefining UX for Society-in-the-Loop AI Systems
by: Mafi, Nahal, et al.
Published: (2026)

A Case Study in Responsible AI-Assisted Video Solutions: Multi-Metric Behavioral Insights in a Public Market Setting
by: Fereydouni, Mehrnoush, et al.
Published: (2026)

Understanding the Transit Gap: A Comparative Study of On-Demand Bus Services and Urban Climate Resilience in South End, Charlotte, NC and Avondale, Chattanooga, TN
by: Hosseini, Sanaz Sadat, et al.
Published: (2024)

Expert with Clustering: Hierarchical Online Preference Learning Framework
by: Zhou, Tianyue, et al.
Published: (2024)

Real-Time Bus Departure Prediction Using Neural Networks for Smart IoT Public Bus Transit
by: Rashvand, Narges, et al.
Published: (2025)

EdgeVTP: Exploration of Latency-efficient Trajectory Prediction for Edge-based Embedded Vision Applications
by: Kim, Seungjin, et al.
Published: (2026)

SCMEO-DETR
by: Chen, Shanle
Published: (2026)

Hetero-Isaac: Heterogeneous Quadrupedal Simulation built atop Isaac Lab
by: Danesh, Mohamad H.
Published: (2026)

Real-Time Bus Arrival Prediction: A Deep Learning Approach for Enhanced Urban Mobility
by: Rashvand, Narges, et al.
Published: (2023)

Reseña de "Hosay Trinidad: Muharram performancesin an Indo-Caribbean diaspora" de Frank J. Korom
by: Babak Rahimi
Published: (2004)

Community-Led AI Integration for Wildfire Risk Assessment: A Participatory AI Literacy and Explainability Integration (PALEI) Framework in Los Angeles, CA
by: Hosseini, Sanaz Sadat, et al.
Published: (2026)

Les accords-cadres internationaux (ACI) et la négociation collective internationale à l'ère de la mondialisation: document de travail
by: Reynald Bourque
Published: (2005)

ML-Driven Approaches to Combat Medicare Fraud: Advances in Class Imbalance Solutions, Feature Engineering, Adaptive Learning, and Business Impact
by: Farahmandazad, Dorsa, et al.
Published: (2025)

One-Pot Regioselective Synthesis of 4-Bromopyrazole Derivatives Under Solvent Free Conditions
by: Heshmatollah Alinezhad
Published: (2011)

Study on the inhibitory effects of native medicinal plants on growth and aflatoxin production by toxigenic Aspergilli isolated from rainbow trout feed
by: Alinezhad, Soheil
Published: (2010)

Investigating the Effects of Authentic Leadership of Managers on Organizational Commitment of Teachers with Organizational Justice as the Mediator Variable
by: Mohsen Alinezhad
Published: (2015)

The space of immersed polygons
by: Bourque, Maxime Fortier
Published: (2024)

Towards Understanding the Benefits and Challenges of Demand Responsive Public Transit- A Case Study in the City of Charlotte, NC
by: Hosseini, Sanaz Sadat, et al.
Published: (2023)

Anatomy-Aware Unsupervised Detection and Localization of Retinal Abnormalities in Optical Coherence Tomography
by: Haghighi, Tania, et al.
Published: (2026)

Optimizing Production Conditions of a Caspian Sea Exhibiting Promising Antibacterial Activity Against Clinically-important Pathogens Using the Two-Factor Interaction/ Minimum Run Resolution IV Method.
by: Jan, Zeinab, et al.
Published: (2025)

SAFE--MA--RRT: Multi-Agent Motion Planning with Data-Driven Safety Certificates
by: Esmaeili, Babak, et al.
Published: (2025)

Beyond the Lab: Cognitive Neuroscience in Real‐World Contexts
by: Stephan P. Kaufhold, et al.
Published: (2026)

Real-Time In-Cabin Driver Behavior Recognition on Low-Cost Edge Hardware
by: Ahsani, Vesal, et al.
Published: (2025)

Automation Security and Safety System for Smart Home
by: Khalifa Dai Elnour Mohamed, et al.
Published: (2025)

Intelligent CCTV for Urban Design: AI-Based Analysis of Soft Infrastructure at Intersections
by: Katariya, Vinit, et al.
Published: (2026)