Szilárd Vajda

According to our database, Szilárd Vajda authored at least 43 papers between 2004 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Advancing Brain Tumor Diagnosis: A Hybrid Approach Using Edge Detection and Deep Learning.

Ha Anh Vu, Szilárd Vajda

Proceedings of the Pattern Recognition - 27th International Conference, 2024

2023

Optimization Strategies for the k-Nearest Neighbor Classifier.

Hermann Yepdjio Nkouanga, Szilárd Vajda

SN Comput. Sci., 2023

2021

A Fast and Efficient K-Nearest Neighbor Classifier Using a Convex Envelope.

Hermann Yepdjio Nkouanga, Szilárd Vajda

Proceedings of the Recent Trends in Image Processing and Pattern Recognition, 2021

2020

Automatic Tuberculosis Detection Using Chest X-ray Analysis With Position Enhanced Structural Information.

Hermann Yepdjio Nkouanga, Szilárd Vajda

Proceedings of the 25th International Conference on Pattern Recognition, 2020

2018

Feature Selection for Automatic Tuberculosis Screening in Frontal Chest Radiographs.

Szilárd Vajda, Alexandros Karargyris, Stefan Jäger, KC Santosh, Sema Candemir, Zhiyun Xue, Sameer K. Antani, George R. Thoma

J. Medical Syst., 2018

2017

Face Match for Family Reunification: Real-World Face Image Retrieval.

Eugene Borovikov, Szilárd Vajda, Michael Gill

Int. J. Comput. Vis. Image Process., 2017

Looking at faces in the wild.

Eugene Borovikov, Szilárd Vajda, Michael Bonifant, Michael Gill

Proceedings of the 8th Annual International Conference on Biologically Inspired Cognitive Architectures, 2017

2016

Edge map analysis in chest X-rays for automatic pulmonary abnormality screening.

KC Santosh, Szilárd Vajda, Sameer K. Antani, George R. Thoma

Int. J. Comput. Assist. Radiol. Surg., 2016

Combination of texture and shape features to detect pulmonary abnormalities in digital chest X-rays.

Alexandros Karargyris, Jenifer Siegelman, Dimitris Tzortzis, Stefan Jaeger, Sema Candemir, Zhiyun Xue, KC Santosh, Szilárd Vajda, Sameer K. Antani, Les R. Folio, George R. Thoma

Int. J. Comput. Assist. Radiol. Surg., 2016

Cost efficient prediction of Cabernet Sauvignon wine quality.

Razvan Andonie, Anne M. Johansen, Amy L. Mumma, Holly C. Pinkart, Szilárd Vajda

Proceedings of the 2016 IEEE Symposium Series on Computational Intelligence, 2016

A Fast k-Nearest Neighbor Classifier Using Unsupervised Clustering.

Szilárd Vajda, KC Santosh

Proceedings of the Recent Trends in Image Processing and Pattern Recognition, 2016

FaceMatch: Real-World Face Image Retrieval.

Eugene Borovikov, Szilárd Vajda

Proceedings of the Recent Trends in Image Processing and Pattern Recognition, 2016

2015

Semi-automatic ground truth generation using unsupervised clustering and limited manual labeling: Application to handwritten character recognition.

Szilárd Vajda, Yves Rangoni, Hubert Cecotti

Pattern Recognit. Lett., 2015

Camera-Based Whiteboard Reading for Understanding Mind Maps.

Szilárd Vajda, Thomas Plötz, Gernot A. Fink

Int. J. Pattern Recognit. Artif. Intell., 2015

Large image modality labeling initiative using semi-supervised and optimized clustering.

Szilárd Vajda, Daekeun You, Sameer K. Antani, George R. Thoma

Int. J. Multim. Inf. Retr., 2015

National Library of Medicine (NLM) at ImageCLEF2015: Medical Clustering Task.

Szilárd Vajda, Sameer K. Antani, George R. Thoma

Proceedings of the Working Notes of CLEF 2015, 2015

Automatic Pulmonary Abnormality Screening Using Thoracic Edge Map.

KC Santosh, Szilárd Vajda, Sameer K. Antani, George R. Thoma

Proceedings of the 28th IEEE International Symposium on Computer-Based Medical Systems, 2015

2014

Semi-supervised learning for character recognition in historical archive documents.

Jan Richarz, Szilárd Vajda, Rene Grzeszick, Gernot A. Fink

Pattern Recognit., 2014

A Neural Network Based Distance Function for the k-Nearest Neighbor Classifier.

Szilárd Vajda, Barna Szocs

Proceedings of the 14th International Conference on Frontiers in Handwriting Recognition, 2014

Label the many with a few: Semi-automatic medical image modality discovery in a large image collection.

Szilárd Vajda, Daekeun You, Sameer K. Antani, George R. Thoma

Proceedings of the 2014 IEEE Symposium on Computational Intelligence in Healthcare and e-health, 2014

2013

Face Matching for Post-Disaster Family Reunification.

Eugene Borovikov, Szilárd Vajda, Girish Lingappa, Sameer K. Antani, George R. Thoma

Proceedings of the IEEE International Conference on Healthcare Informatics, 2013

Statistical Modeling of the Relation between Characters and Diacritics in Lampung Script.

Akmal Junaidi, Rene Grzeszick, Gernot A. Fink, Szilárd Vajda

Proceedings of the 12th International Conference on Document Analysis and Recognition, 2013

A Radial Neural Convolutional Layer for Multi-oriented Character Recognition.

Hubert Cecotti, Szilárd Vajda

Proceedings of the 12th International Conference on Document Analysis and Recognition, 2013

Rejection Schemes in Multi-class Classification - Application to Handwritten Character Recognition.

Hubert Cecotti, Szilárd Vajda

Proceedings of the 12th International Conference on Document Analysis and Recognition, 2013

2012

Labelling logical structures of document images using a dynamic perceptive neural network.

Yves Rangoni, Abdel Belaïd, Szilárd Vajda

Int. J. Document Anal. Recognit., 2012

D.A.C Draw and Calc - the intuitive calculator -.

Barna Szocs, Szilárd Vajda, Judit Robu

Proceedings of the 10th IEEE Jubilee International Symposium on Intelligent Systems and Informatics, 2012

Bag-of-Features Representations for Offline Handwriting Recognition Applied to Arabic Script.

Leonard Rothacker, Szilárd Vajda, Gernot A. Fink

Proceedings of the 2012 International Conference on Frontiers in Handwriting Recognition, 2012

Annotating Handwritten Characters with Minimal Human Involvement in a Semi-supervised Learning Strategy.

Jan Richarz, Szilárd Vajda, Gernot A. Fink

Proceedings of the 2012 International Conference on Frontiers in Handwriting Recognition, 2012

Towards Semi-supervised Transcription of Handwritten Historical Weather Reports.

Jan Richarz, Szilárd Vajda, Gernot A. Fink

Proceedings of the 10th IAPR International Workshop on Document Analysis Systems, 2012

2011

A Semi-supervised Ensemble Learning Approach for Character Labeling with Minimal Human Effort.

Szilárd Vajda, Akmal Junaidi, Gernot A. Fink

Proceedings of the 2011 International Conference on Document Analysis and Recognition, 2011

A Method for Camera-Based Interactive Whiteboard Reading.

Szilárd Vajda, Leonard Rothacker, Gernot A. Fink

Proceedings of the Camera-Based Document Analysis and Recognition, 2011

2010

Exploring Pattern Selection Strategies for Fast Neural Network Training.

Szilárd Vajda, Gernot A. Fink

Proceedings of the 20th International Conference on Pattern Recognition, 2010

Strategies for Training Robust Neural Network Based Digit Recognizers on Unbalanced Data Sets.

Szilárd Vajda, Gernot A. Fink

Proceedings of the International Conference on Frontiers in Handwriting Recognition, 2010

Online Bangla Word Recognition Using Sub-Stroke Level Features and Hidden Markov Models.

Gernot A. Fink, Szilárd Vajda, Ujjwal Bhattacharya, Swapan K. Parui, Bidyut B. Chaudhuri

Proceedings of the International Conference on Frontiers in Handwriting Recognition, 2010

Exploiting Acoustic Source Localization for Context Classification in Smart Environments.

Christian Kleine-Cosack, Marius H. Hennecke, Szilárd Vajda, Gernot A. Fink

Proceedings of the Ambient Intelligence, 2010

2009

Layout Analysis for Camera-Based Whiteboard Notes.

Szilárd Vajda, Thomas Plötz, Gernot A. Fink

J. Univers. Comput. Sci., 2009

Automation of Indian Postal Documents Written in Bangla and English.

Szilárd Vajda, Kaushik Roy, Umapada Pal, B. B. Chaudhuri, Abdel Belaïd

Int. J. Pattern Recognit. Artif. Intell., 2009

2008

Cursive Bengali Script Recognition for Indian Postal Automation. (Reconnaissance de l'écriture manuscrite cursive Bengali pour l'automatisation de la Poste Indienne).

Szilárd Vajda

PhD thesis, 2008

2005

Structural Information Implant in a Context Based Segmentation-Free HMM Handwritten Word Recognition System for Latin and Bangla Script.

Szilárd Vajda, Abdel Belaïd

Proceedings of the Eighth International Conference on Document Analysis and Recognition (ICDAR 2005), 29 August, 2005

A System for Indian Postal Automation.

Kaushik Roy, Szilárd Vajda, Abdel Belaïd, U. Pal, B. B. Chaudhuri

Proceedings of the Eighth International Conference on Document Analysis and Recognition (ICDAR 2005), 29 August, 2005

High Performance Classifiers Combination for Handwritten Digit Recognition.

Hubert Cecotti, Szilárd Vajda, Abdel Belaïd

Proceedings of the Pattern Recognition and Data Mining, 2005

2004

A system towards Indian postal automation.

Kaushik Roy, Szilárd Vajda, Umapada Pal, B. B. Chaudhuri

Proceedings of the Ninth International Workshop on Frontiers in Handwriting Recognition, 2004

On the choice of training set, architecture and combination rule of multiple MLP classifiers for multiresolution recognition of handwritten characters.

Ujjwal Bhattacharya, Szilárd Vajda, Anirban Mallick, B. B. Chaudhuri, Abdel Belaïd

Proceedings of the Ninth International Workshop on Frontiers in Handwriting Recognition, 2004