Dmitry A. Konovalov

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 17

Top Topics

Transfer Learning

Automatic Segmentation

Top Venues

Publications

Dmitry A. Konovalov
Mars Spectrometry 2: Gas Chromatography - Second place solution. CoRR (2024)
Alzayat Saleh, Issam H. Laradji, Dmitry A. Konovalov, Michael Bradley, David Vázquez, Marcus Sheaves
A Realistic Fish-Habitat Dataset to Evaluate Algorithms for Underwater Visual Analysis. CoRR (2020)
Dmitry A. Konovalov, Natalie Swinhoe, Dina B. Efremova, R. Alastair Birtles, Martha Kusetic, Suzanne Hillcoat, Matthew I. Curnock, Genevieve Williams, Marcus Sheaves
Automatic Sorting of Dwarf Minke Whale Underwater Images. Inf. 11 (4) (2020)
Junling Wang, Mangalam Sankupellay, Dmitry A. Konovalov, Michael Towsey, Paul Roe
Social Network Analysis of an Acoustic Environment: The Use of Visualised Data to Characterise Natural Habitats. DICTA (2019)
Dmitry A. Konovalov, Alzayat Saleh, Dina B. Efremova, Jose A. Domingos, Dean R. Jerry
Automatic Weight Estimation of Harvested Fish from Images. CoRR (2019)
Dmitry A. Konovalov, Simindokht Jahangard, Lin Schwarzkopf
In Situ Cane Toad Recognition. CoRR (2019)
Dina B. Efremova, Mangalam Sankupellay, Dmitry A. Konovalov
Data-Efficient Classification of Birdcall through Convolutional Neural Networks Transfer Learning. DICTA (2019)
Dmitry A. Konovalov, Alzayat Saleh, Michael Bradley, Mangalam Sankupellay, Simone Marini, Marcus Sheaves
Underwater Fish Detection with Weak Multi-Domain Supervision. IJCNN (2019)
Dina B. Efremova, Mangalam Sankupellay, Dmitry A. Konovalov
Data-Efficient Classification of Birdcall Through Convolutional Neural Networks Transfer Learning. CoRR (2019)
Dina B. Efremova, Dmitry A. Konovalov, Thanongchai Siriapisith, Worapan Kusakunniran, Peter Haddawy
Automatic segmentation of kidney and liver tumors in CT images. CoRR (2019)
Dmitry A. Konovalov, Alzayat Saleh, Dina B. Efremova, Jose A. Domingos, Dean R. Jerry
Automatic Weight Estimation of Harvested Fish from Images. DICTA (2019)
Dmitry A. Konovalov, Alzayat Saleh, Michael Bradley, Mangalam Sankupellay, Simone Marini, Marcus Sheaves
Underwater Fish Detection with Weak Multi-Domain Supervision. CoRR (2019)
Adrian Lapico, Mangalam Sankupellay, Louis Cianciullo, Trina S. Myers, Dmitry A. Konovalov, Dean R. Jerry, Preston Toole, David B. Jones, Kyall R. Zenger
Using Image Processing to Automatically Measure Pearl Oyster Size for Selective Breeding. DICTA (2019)
Dmitry A. Konovalov, Simindokht Jahangard, Lin Schwarzkopf
In Situ Cane Toad Recognition. DICTA (2018)
Alex Olsen, Dmitry A. Konovalov, Bronson Philippa, Peter Ridd, Jake C. Wood, Jamie Johns, Wesley Banks, Benjamin Girgenti, Owen Kenny, James Whinney, Brendan Calvert, Mostafa Rahimi Azghadi, Ronald D. White
DeepWeeds: A Multiclass Weed Species Image Dataset for Deep Learning. CoRR (2018)
Dmitry A. Konovalov, Jose A. Domingos, Ronald D. White, Dean R. Jerry
Automatic Scaling of Fish Images. ICAIP (2018)
Dmitry A. Konovalov, Jose A. Domingos, C. Bajema, R. D. White, Dean R. Jerry
Ruler Detection for Automatic Scaling of Fish Images. ICAIP (2017)
Dmitry A. Konovalov, Nigel Sim, Eric Deconinck, Yvan Vander Heyden, Danny Coomans
Statistical Confidence for Variable Selection in QSAR Models via Monte Carlo Cross-Validation. J. Chem. Inf. Model. 48 (2) (2008)
Dmitry A. Konovalov, Lyndon E. Llewellyn, Yvan Vander Heyden, Danny Coomans
Robust Cross-Validation of Linear Regression QSAR Models. J. Chem. Inf. Model. 48 (10) (2008)
Dmitry A. Konovalov, Dik Heg
Estimation of Population Allele Frequencies from Small Samples Containing Multiple Generations. APBC (2008)
Bruce E. Litow, Dmitry A. Konovalov
Phenotype space and kinship assignment for the simpson index. RAIRO Theor. Informatics Appl. 42 (2) (2008)
Dmitry A. Konovalov, Danny Coomans, Eric Deconinck, Yvan Vander Heyden
Benchmarking of QSAR Models for Blood-Brain Barrier Permeation. J. Chem. Inf. Model. 47 (4) (2007)
Dmitry A. Konovalov
Accuracy of Four Heuristics for the Full Sibship Reconstruction Problem in the Presence of Genotype Errors. APBC (2006)
Dmitry A. Konovalov, Bruce E. Litow, Nigel Bajema
Partition-distance via the assignment problem. Bioinform. 21 (10) (2005)
Dmitry A. Konovalov, Nigel Bajema, Bruce E. Litow
) algorithm for the full sibship reconstruction problem. Bioinform. 21 (20) (2005)