Cristian Dobre

Universitatea Națională de Știință și Tehnologie Politehnica București

Papers

Total Citations

H-Index

About

Cristian Dobre is a researcher whose work sits at the intersection of automated hardware testing and computer vision, with a particular focus on retail automation and mobile device quality assurance. His most cited paper, "Robot Based Automated Testing Procedure Dedicated to Mobile Devices" (2018, 9 citations), addresses a critical gap in hardware testing by proposing flexible robotic procedures that adapt to physical device variations—a significant improvement over rigid, task-specific automation. This contribution has been foundational for researchers seeking to reduce human effort in repetitive hardware validation. Dobre further extends his impact into retail logistics with "Determining on-shelf availability based on RGB and ToF depth cameras" (2021, 7 citations), where he develops a novel method using multimodal sensor fusion (RGB and Time-of-Flight cameras) to calculate shelf occupancy and product emptiness. This work directly supports inventory management and supply chain efficiency, demonstrating practical applications of computer vision in real-world retail environments. While his citation counts reflect a focused, early-career impact, Dobre’s contributions are notable for their dual emphasis on both hardware testing flexibility and vision-based retail analytics—areas with growing relevance as automation and AI reshape manufacturing and commerce.