Callai, Sérgio

Research Group 4 - Transport Engineering and Management (TEM)
Callai, Sérgio
Room:
FCTUC

Sérgio Copetti Callai, has a PhD in MONITORAGGIO E GESTIONE DELLE STRUTTURE E DELL'AMBIENTE - SEHM2 and a Marie Skladowska-Curie Fellow. He is an Assistant Researcher at the Faculty of Science and Technology at University of Coimbra. He conducts research on pavement materials and management with use of IA and Machine Learning. He has a particular interest in low noise surfaces and vision zero pavement structures.

Research Interests:

      • Pavement Materials
      • Pavement Management
      • Low noise/high Friction surfaces
      • AI/Machine Learning

CV links:

 

(fchollet, 2020)

(Kookna, 2022)

(Kukil and Rath, 2022)

(Twisse, 2020)

(Autoridade de Mobilidade e dos Transportes, 2022)

(Ultralytics, 2023a)

(Ultralytics, 2023b)

(Ritika, 2022)

Autoridade de Mobilidade e dos Transportes, 2022. LINHAS DE ORIENTAÇÃO SOBRE A REGULAÇÃO DA MICROMOBILIDADE PARTILHADA [WWW Document]. URL https://lisboaparapessoas.pt/wp-content/uploads/2023/01/trotinetasregulacaoamt.pdf (accessed 11.29.24).

fchollet, 2020. The Sequential model [WWW Document]. KERAS - Seq. Model. URL https://keras.io/guides/sequential_model/ (accessed 11.29.24).

Kookna, V., 2022. Semantic vs. Instance vs. Panoptic Segmentation [WWW Document]. pyimagesearch. URL https://pyimagesearch.com/2022/06/29/semantic-vs-instance-vs-panoptic-segmentation/ (accessed 11.29.24).

Kukil, Rath, S., 2022. YOLOv7 Object Detection Paper Explanation & Inference [WWW Document]. learnopencv. URL https://learnopencv.com/yolov7-object-detection-paper-explanation-and-inference/ (accessed 11.29.24).

Ritika, 2022. Semantic vs Instance vs Panoptic: Which Image Segmentation Technique To Choose? [WWW Document]. labellerr. URL (accessed 11.29.24).

Twisse, F., 2020. The rise of micromobility [WWW Document]. Urban-Mobil.-Obs. URL https://urban-mobility-observatory.transport.ec.europa.eu/resources/case-studies/rise-micromobility_en (accessed 11.29.24).

Ultralytics, 2023a. YOLOv5 [WWW Document]. Compr. Guide Ultralytics YOLOv5. URL https://docs.ultralytics.com/yolov5 (accessed 11.29.24).

Ultralytics, 2023b. YOLOv8 [WWW Document]. Compr. Guide Ultralytics YOLOv8. URL https://docs.ultralytics.com/models/yolov8 (accessed 11.29.24).

 

kukil