Publications

RIGOR: Rig-Informed Geometry for Omnidirectional Reconstruction
T Huang, D Rudshin, M Meyer, P Bonazzi, M Pollefeys
arXiv
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OpenGlass: Ultra-Low-Power On-Device AI Eyewear with Event-based Vision
P Bonazzi, J Moosmann, A Celik, P Mayer, M Magno
arXiv
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FTerViT: Fully Ternary Vision Transformer
S Ruciński, P Bonazzi, E Turetken, S Narduzzi, M Magno, N Maamari
Neural Information Processing Systems (NeurIPS)
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OpenWatch: A Multimodal Benchmark for Hand Gesture Recognition on Smartwatches
P Bonazzi, Y Ahmed, D Eckert, A Ronco, J Zeng, D Dai, M Magno
arXiv
PDF Code Dataset
TinyML for On-Board Earth Observation: From Ultra-Low-Power MCUs to In-Sensor Computing
L Capogrosso, P Bonazzi, L Hoxhaj, M Buob, M Magno
IEEE International Conference on Robotics and Automation (ICRA)
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PicoSAM3: Real-Time In-Sensor Region-of-Interest Segmentation
P Bonazzi*, N Farronato*, S Zihlmann*, H Qin, M Magno
IEEE Sensors Journal
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TinyGLASS: Real-Time Self-Supervised In-Sensor Anomaly Detection
P Bonazzi, R Sutter, L Capogrosso, M Buob, M Magno
IEEE International Conference on AI Circuits and Systems (AICAS)
PDF Code Dataset
Performance Analysis of Edge and In-Sensor AI Processors: A Comparative Review
L Capogrosso*, P Bonazzi*, M Magno
IEEE International Instrumentation and Measurement Technology Conference (I2MTC)
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Evaluating Electric Charge Variation Sensors for Camera-free Eye Tracking on Smart Glasses
A Magdaleno, P Bonazzi, T Polonelli, M Magno
IEEE International Conference on Electronics Circuits and Systems (ICECS)
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PicoSAM2: Low-Latency Segmentation In-Sensor for Edge Vision Applications
P Bonazzi*, N Farronato*, S Zihlmann*, H Qin, M Magno
IEEE Sensors Conference – 🏆 Outstanding Lecture Award
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Sub-Millisecond Event-Based Eye Tracking on a Resource-Constrained Microcontroller
M Giordano*, P Bonazzi*, L Benini, M Magno
IEEE International Workshop on Advances in Sensors and Interfaces (IWASI) – 🏆 Best Paper Award
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RGB-Event Fusion with Self-Attention for Collision Prediction
P Bonazzi, C Vogt, M Jost, H Qin, L Khacef, F Paredes-Valles, M Magno
IEEE International Joint Conference on Neural Networks (IJCNN)
PDF Code Dataset
Towards Low-Latency Event-based Obstacle Avoidance on a FPGA-Drone
P Bonazzi, C Vogt, M Jost, L Khacef, F Paredes-Vallés, M Magno
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)
PDF Code Dataset

On-device Learning of EEGNet-based Network For Wearable Motor Imagery Brain-Computer Interface
S Bian, P Kang, J Moosmann, M Liu, P Bonazzi, R Rosipal, M Magno
ACM International Symposium on Wearable Computers (Ubicomp-ISWC) – 🥈 Best Paper Nomination
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AI-Based Multi-Wavelength PPG Device for Blood Pressure Monitoring
C Botrugno, K Dheman, P Bonazzi, F Dell'Olio, M Magno
IEEE International Symposium on Medical Measurements and Applications (MeMeA)
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Q-Segment: Segmenting Images In-Sensor for Vessel-Based Medical Diagnosis
P Bonazzi, Y Li, S Bian, M Magno
IEEE International Conference on AI Circuits and Systems (AICAS)
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Ultra-efficient on-device object detection on ai-integrated smart glasses with tinyissimoyolo
J Moosmann*, P Bonazzi*, Y Li, S Bian, P Mayer, L Benini, M Magno
European Conference on Computer Vision (ECCV) 🏆 Best Paper Award
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Retina: Low-Power Eye Tracking with Event Camera and Spiking Hardware
P Bonazzi, S Bian, G Lippolis, Y Li, S Sheik, M Magno
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)
PDF Code Dataset

TinyTracker: Ultra-Fast and Ultra-Low-Power Edge Vision for In-Sensor Gaze Estimation
P Bonazzi*, T Rüegg*, S Bian, Y Li, M Magno
IEEE Sensors Conference
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