Stereo Vision Techniques: A Comparative Study of Traditional and Machine Learning-Based Approaches

Publisher: Publisher is Springer date of pub Jan 23 2026 in conference: Computer Vision and Robotics (CVR 2025) date: Jan 23 2026. This paper presents a comparative analysis of traditional stereo vision algorithms and machine learning-based techniques for producing disparity maps and 3D point clouds.

S-amba: A Multi-View Foul Recognition in Soccer Through a Mamba-Based Approach

Publisher: Publisher is SciTePress date of pub Oct 1 2025 in conference: icSPORTS 2025 date: Oct 1 2025. We propose a novel Mamba-based multi-task framework for multi-view foul recognition in soccer that leverages efficient long-range dependency modeling.

SoccerNet 2025 Challenges Results

Publisher: Publisher is CVPR date of pub Aug 26 2025 in conference: CVPR 2025 Workshops date: Aug 26 2025. This report results from the SoccerNet 2025 Challenges, covering ball action spotting, depth estimation, foul recognition, and game state reconstruction.

Detecting and Characterizing Group Interactions Using 3D Spatial Data to Enhance Human-Robot Engagement

Publisher: Publisher is RCVE date of pub Aug 1 2025 in conference: RCVE 2025 date: Aug 1 2025. A method combining YOLOv8-based pose estimation with 3D Mean Shift clustering to detect and analyze behavioral characteristics in social groups.

Intelligent Virtual Assistants: A Look at Their Privacy Issues

Publisher: Publisher is IEEE date of pub Dec 28 2022 in conference: 2022 IEEE ANDESCON date: 16-19 November 2022. We investigate user awareness of data privacy with Intelligent Virtual Assistants and analyze the effects of accidental triggering.

Off-The-Shelf Based System for Urban Environment Video Analytics

Publisher: Publisher is IEEE date of pub Jul 21 2020 in conference: 2020 International Conference on Systems, Signals and Image Processing (IWSSIP) date: 01-03 July 2020. This paper presents a modular system using off-the-shelf algorithms for urban video analytics to generate statistics for traffic management and carbon footprint estimation.