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 | 2020 | 2019 | 2018 | 2017 | 2016 | 2015 | 2014 | 2013 | 2012
ICPRAM 2023
Best Paper Award
Area:
Applications
Data Streams: Investigating Data Structures for Multivariate Asynchronous Time Series Prediction Problems
Christopher Vox, David Broneske, Istiaque M. Shaikat and Gunter Saake
Best Student Paper Award
Area:
Theory and Methods
The Effects of Character-Level Data Augmentation on Style-Based Dating of Historical Manuscripts
Lisa Koopmans, Maruf A. Dhali and Lambert Schomaker
Best Poster Award
Area:
Applications
Towards Explainability in Using Deep Learning for Face Detection in Paintings
Siwar Bengamra, Olfa Mzoughi, André Bigand and Ezzeddine Zagrouba
Best Industrial Paper Award
Area:
Theory and Methods
Rainfuzz: Reinforcement-Learning Driven Heat-Maps for Boosting Coverage-Guided Fuzzing
Lorenzo Binosi, Luca Rullo, Mario Polino, Michele Carminati and Stefano Zanero
ICPRAM 2022
Best Paper Award
Area:
Applications
On the Statistical Independence of Parametric Representations in Biometric Cryptosystems: Evaluation and Improvement
Riccardo Musto, Emanuele Maiorana, Ridvan S. Kuzu, Gabriel E. Hine and Patrizio Campisi
Best Student Paper Award
Area:
Theory and Methods
Neural Network-based Human Motion Smoother
Mathias Bastholm, Stella Graßhof and Sami S. Brandt
Best Poster Award
Area:
Applications
A New Neural Network Model for Prediction Next Stage of Alzheimer’s Disease
Nour Zawawi, Heba G. Saber, Mohamed Hashem and Tarek F. Gharib
Area:
Theory and Methods
A Step Towards the Explainability of Microarray Data for Cancer Diagnosis with Machine Learning Techniques
Adara R. Nogueira, Artur J. Ferreira and Mário T. Figueiredo
Best Industrial Paper Award
Area:
Theory and Methods
iRNN: Integer-only Recurrent Neural Network
Eyyüb Sari, Vanessa Courville and Vahid Partovi Nia
ICPRAM 2021
Best Paper Award
Area:
Applications
Active Region Detection in Multi-spectral Solar Images
Majedaldein Almahasneh, Adeline Paiement, Xianghua Xie and Jean Aboudarham
Best Student Paper Award
Area:
Theory and Methods
FLIC: Fast Lidar Image Clustering
Frederik Hasecke, Lukas Hahn and Anton Kummert
Best Poster Award
Area:
Theory and Methods
Knowledge Acquisition on Team Management Aimed at Automation with Use of the System of Organizational Terms
Olaf Flak
Best Industrial Paper Award
Area:
Theory and Methods
Improved HTM Spatial Pooler with Homeostatic Plasticity Control
Damir Dobric, Andreas Pech, Bogdan Ghita and Thomas Wennekers
ICPRAM 2020
Best Paper Award
Area:
Applications
Segmentation of Moving Objects in Traffic Video Datasets
Anusha Aswath, Renu Rameshan, Biju Krishnan and Senthil Ponkumar
Best Student Paper Award
Area:
Theory and Methods
Learned and Hand-crafted Feature Fusion in Unit Ball for 3D Object Classification
Sameera Ramasinghe, Salman Khan and Nick Barnes
Best Poster Award
Area:
Applications
Mosaic Images Segmentation using U-net
Gianfranco Fenu, Eric Medvet, Daniele Panfilo and Felice A. Pellegrino
Best Industrial Paper Award
Area:
Applications
Learning Question Similarity in CQA from References and Query-logs
Alex Zhicharevich, Moni Shahar and Oren S. Shalom
ICPRAM 2019
Best Paper Award
Area:
Applications
All Together Now! The Benefits of Adaptively Fusing Pre-trained Deep Representations
Yehezkel S. Resheff, Itay Lieder and Tom Hope
Best Student Paper Award
Area:
Applications
Goal-conditioned User Modeling for Dialogue Systems using Stochastic Bi-Automata
Manex Serras, María Inés Torres and Arantza del Pozo
Best Poster Award
Area:
Applications
Automatic Perception Enhancement for Simulated Retinal Implants
Johannes Steffen, Georg Hille and Klaus Tönnies
ICPRAM 2018
Best Paper Award
Area:
Theory and Methods
Density-based Clustering using Automatic Density Peak Detection
Huanqian Yan, Yonggang Lu and Heng Ma
Best Student Paper Award
Area:
Applications
Fully Automatic Faulty Weft Thread Detection using a Camera System and Feature-based Pattern Recognition
Marcin Kopaczka, Marco Saggiomo, Moritz Güttler, Thomas Gries and Dorit Merhof
Best Poster Award
Area:
Applications
Self-Learning 3D Object Classification
Jens Garstka and Gabriele Peters
ICPRAM 2017
Best Paper Award
Area:
Applications
Compression Techniques for Deep Fisher Vectors
Sarah Ahmed and Tayyaba Azim
Area:
Theory and Methods
How New Information Criteria WAIC and WBIC Worked for MLP Model Selection
Seiya Satoh and Ryohei Nakano
Best Student Paper Award
Area:
Applications
Analysis of Regionlets for Pedestrian Detection
Niels Ole Salscheider, Eike Rehder and Martin Lauer
Area:
Theory and Methods
Domain Adaptation Transfer Learning by SVM Subject to a Maximum-Mean-Discrepancy-like Constraint
Xiaoyi Chen and Régis Lengellé
ICPRAM 2016
Best Paper Award
Area:
Applications
k-fold Subsampling based Sequential Backward Feature Elimination
Jeonghwan Park, Kang Li and Huiyu Zhou
Area:
Theory and Methods
Nonparametric Bayesian Line Detection - Towards Proper Priors for Robotic Computer Vision
Anne C. van Rossum, Hai Xiang Lin, Johan Dubbeldam and H. Jaap van den Herik
Best Student Paper Award
Area:
Applications
Activity Recognition based on High-Level Reasoning - An Experimental Study Evaluating Proximity to Objects and Pose Information
Julia Richter, Christian Wiede, Enes Dayangac, Markus Heß and Gangolf Hirtz
Area:
Theory and Methods
Classifier Ensembles with Trajectory Under-Sampling for Face Re-Identification
Roghayeh Soleymani, Eric Granger and Giorgio Fumera
ICPRAM 2015
Best Paper Award
Area:
Applications
3-D Shape Matching for Face Analysis and Recognition
Wei Quan, Bogdan Matuszewski and Lik-Kwan Shark
Area:
Theory and Methods
Stream-based Active Learning in the Presence of Label Noise
Mohamed-Rafik Bouguelia, Yolande Belaïd and Abdel Belaïd
Best Student Paper Award
Area:
Applications
Mobility Assessment of Demented People Using Pose Estimation and Movement Detection - An Experimental Study in the Field of Ambient Assisted Living
Julia Richter, Christian Wiede and Gangolf Hirtz
Area:
Theory and Methods
oAdaBoost - An AdaBoost Variant for Ordinal Classification
João Costa and Jaime S. Cardoso
ICPRAM 2014
Best Paper Award
Area:
Applications
Statistical Shape Model for Simulation of Realistic Endometrial Tissue
Sebastian Kurtek, Chafik Samir and Lemlih Ouchchane
Area:
Theory and Methods
A First Algorithm to Calculate Force Histograms in the Case of 3D Vector Objects
Jameson Reed, Mohammad Naeem and Pascal Matsakis
Best Student Paper Award
Area:
Applications
Motion Binary Patterns for Action Recognition
Florian Baumann, Jie Lao, Arne Ehlers and Bodo Rosenhahn
Area:
Theory and Methods
Removing Motion Blur using Natural Image Statistics
Johannes Herwig, Timm Linder and Josef Pauli
Best PhD Project Award
Device Level Maverick Screening - Application of Independent Component Analysis in Semiconductor Industry
Anja Zernig, Olivia Bluder, Andre Kästner and Jürgen Pilz
ICPRAM 2013
Best Paper Award
Area:
Applications
Prediction of Organ Geometry from Demographic and Anthropometric Data based on Supervised Learning Approach using Statistical Shape Atlas
Yoshito Otake, Carneal Catherine, Blake Lucas, Gaurav Thawait, John Carrino, Brian Corner, Marina Carboni, Barry DeCristofano, Michale Maffeo, Andrew Merkle and Mehran Armand
Area:
Theory and Methods
Applications of Discriminative Dimensionality Reduction
Barbara Hammer, Andrej Gisbrecht and Alexander Schulz
Best Student Paper Award
Area:
Applications
Tracking Subpixel Targets with Critically Sampled Optics
James Lotspeich and Mathias Kolsch
Area:
Theory and Methods
Multiclass Diffuse Interface Models for Semi-supervised Learning on Graphs
Cristina Garcia-Cardona, Arjuna Flenner and Allon G. Percus
ICPRAM 2012
Best Paper Award
Area:
Applications
A RELATIONAL DISTANCE-BASED FRAMEWORK FOR HIERARCHICAL IMAGE UNDERSTANDING
Laura Antanas, Martijn van Otterlo, José Oramas, Tinne Tuytelaars and Luc De Raedt
Area:
Theory and Methods
ON ORDER EQUIVALENCES BETWEEN DISTANCE AND SIMILARITY MEASURES ON SEQUENCES AND TREES
Martin Emms and Hector-Hugo Franco-Penya
Best Student Paper Award
Area:
Applications
COMPUTING THE REEB GRAPH FOR TRIANGLE MESHES WITH ACTIVE CONTOURS
Laura Brandolini and Marco Piastra
Area:
Theory and Methods
GENERATIVE EMBEDDINGS BASED ON RICIAN MIXTURES - Application to Kernel-based Discriminative Classification of Magnetic Resonance Images
Anna C. Carli, Mario A. T. Figueiredo, Manuele Bicego and Vittorio Murino