The papers receiving these awards were selected from a set of outstanding papers,
based on the quantitative and qualitative classifications as well as comments provided
by the program committee reviewers, their final classification as full paper and
their oral presentation at the conference.
2023 | 2022 | 2021
IMPROVE 2023
Best Paper Award
Area:
Applications
Unsupervised Domain Adaptation for Video Violence Detection in the Wild
Luca Ciampi, Carlos Santiago, Joao P. Costeira, Fabrizio Falchi, Claudio Gennaro and Giuseppe Amato
Best Student Paper Award
Area:
Machine Learning
3D Semantic Scene Reconstruction from a Single Viewport
Maximilian Denninger and Rudolph Triebel
Best Poster Award
Area:
Machine Learning
Automatic Defect Detection in Sewer Network Using Deep Learning Based Object Detector
Bach Ha, Birgit Schalter, Laura White and Joachim Köhler
IMPROVE 2022
Best Paper Award
Area:
Fundamentals
Assessment of Dose Reduction Strategies in Wavelength-selective Neutron Tomography
Victoria H. DiStefano, Jacob M. LaManna, David L. Jacobson, Paul A. Kienzle, Daniel S. Hussey and Peter Bajcsy
Best Student Paper Award
Area:
Machine Learning
Transfer Learning Gaussian Anomaly Detection by Fine-tuning Representations
Oliver Rippel, Arnav Chavan, Chucai Lei and Dorit Merhof
Best Poster Award
Area:
Fundamentals
Simulation-to-Reality Domain Adaptation for Offline 3D Object Annotation on Pointclouds with Correlation Alignment
Weishuang Zhang, B. R. Kiran, Thomas Gauthier, Yanis Mazouz and Theo Steger
IMPROVE 2021
Best Paper Award
Area:
Machine Learning
Benefits of Layered Software Architecture in Machine Learning Applications
Ármin Romhányi and Zoltán Vámossy
Best Student Paper Award
Area:
Imaging
Biometric Authentication System based on Hand Geometry and Palmprint Features
Laura G. Oldal and András Kovács
Best Poster Award
Area:
Applications
Food Recognition for Dietary Monitoring during Smoke Quitting
Sebastiano Battiato, Pasquale Caponnetto, Oliver Giudice, Mazhar Hussain, Roberto Leotta, Alessandro Ortis and Riccardo Polosa