Task-Aware Edge Face Recognition: Joint Front-End Optimization

Axis Communications; Lunds kommun; On-site; SEK 17,000 - 28,000; Full time

Job summary

Axis Communications seeks Master’s or Bachelor students in Computer Science or Software Engineering for a thesis project on task-aware joint optimization for efficient edge face recognition. The project focuses on balancing identity-discriminative information with reduced image detail and processing overhead on FPGA-based edge systems.

Two students may work together, applying to the Axis thesis program. Applicants should attach CV and university grade summaries; contact Marie Åkesson for

Qualifications

• Master's or Bachelor student in Computer Science, Software Engineering, or a related field.

Responsibilities

• Develop a task-aware joint optimization framework for front-end processing and face recognition on resource-constrained edge devices.
• Collaborate on integrating a lightweight, quantized recognition network and evaluate performance across imaging conditions, computational load and energy use.

Education

Computer Science

Software Engineering

Job description

Axis Communications seeks Master’s or Bachelor students in Computer Science or Software Engineering for a thesis project on task-aware joint optimization for efficient edge face recognition. The project focuses on balancing identity-discriminative information with reduced image detail and processing overhead on FPGA-based edge systems.

Two students may work together, applying to the Axis thesis program. Applicants should attach CV and university grade summaries; contact Marie Åkesson for