Cover Image

Shopformer: Transformer-Based Framework for Detecting Shoplifting via Human Pose

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Rashvand, Narges, Noghre, Ghazal Alinezhad, Pazho, Armin Danesh, Ardabili, Babak Rahimi, Tabkhi, Hamed
Format:	Preprint
Published:	2025
Subjects:	Computer Vision and Pattern Recognition
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Exploring Pose-Based Anomaly Detection for Retail Security: A Real-World Shoplifting Dataset and Benchmark
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)

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)

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

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)

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)

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

From Lab to Field: Real-World Evaluation of an AI-Driven Smart Video Solution to Enhance Community Safety
by: Yao, Shanle, et al.
Published: (2023)

MoFM: A Large-Scale Human Motion Foundation Model
by: Baharani, Mohammadreza, 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)

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

OCT-SelfNet: A Self-Supervised Framework with Multi-Modal Datasets for Generalized and Robust Retinal Disease Detection
by: Jannat, Fatema-E, et al.
Published: (2024)

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

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

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

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

Developing Normative Gait Cycle Parameters for Clinical Analysis Using Human Pose Estimation
by: Ranjan, Rahm, et al.
Published: (2024)

PoseBench3D: A Cross-Dataset Analysis Framework for 3D Human Pose Estimation via Pose Lifting Networks
by: Manzur, Saad, et al.
Published: (2025)

Spectral Compression Transformer with Line Pose Graph for Monocular 3D Human Pose Estimation
by: Zheng, Zenghao, et al.
Published: (2025)

Diversifying Human Pose in Synthetic Data for Aerial-view Human Detection
by: Shen, Yi-Ting, et al.
Published: (2024)

AgentPose: Progressive Distribution Alignment via Feature Agent for Human Pose Distillation
by: Zhang, Feng, et al.
Published: (2025)

PoseAdapt: Sustainable Human Pose Estimation via Continual Learning Benchmarks and Toolkit
by: Khan, Muhammad Saif Ullah, 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)

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

Pose2Seg: Detection Free Human Instance Segmentation
by: Zhang, Song-Hai, et al.
Published: (2018)

Gun Detection Using Combined Human Pose and Weapon Appearance
by: Maligireddy, Amulya Reddy, et al.
Published: (2025)

HumanDiT: Pose-Guided Diffusion Transformer for Long-form Human Motion Video Generation
by: Gan, Qijun, et al.
Published: (2025)

RSPose: Ranking Based Losses for Human Pose Estimation
by: Keles, Muhammed Can, et al.
Published: (2025)

RUMPL: Ray-Based Transformers for Universal Multi-View 2D to 3D Human Pose Lifting
by: Ghasemzadeh, Seyed Abolfazl, et al.
Published: (2025)

3D Human Pose Estimation via Spatial Graph Order Attention and Temporal Body Aware Transformer
by: Aouaidjia, Kamel, et al.
Published: (2025)

Unsupervised Cross-Domain 3D Human Pose Estimation via Pseudo-Label-Guided Global Transforms
by: Liu, Jingjing, et al.
Published: (2025)

FastHMR: Accelerating Human Mesh Recovery via Token and Layer Merging with Diffusion Decoding
by: Mehraban, Soroush, et al.
Published: (2025)

StarPose: 3D Human Pose Estimation via Spatial-Temporal Autoregressive Diffusion
by: Yang, Haoxin, et al.
Published: (2025)

RePose: A Real-Time 3D Human Pose Estimation and Biomechanical Analysis Framework for Rehabilitation
by: Xue, Junxiao, et al.
Published: (2026)

GTPT: Group-based Token Pruning Transformer for Efficient Human Pose Estimation
by: Wang, Haonan, et al.
Published: (2024)