Vladimir S. Crnojevic

Publication Activity (10 Years)

Years Active: 2004-2022
Publications (10 Years): 26

Top Topics

Markov Random Field

Nonnegative Matrix Factorization

Heterogeneous Data Sources

Top Venues

ISPRS Int. J. Geo Inf.

Publications

Branislav Pejak, Predrag Lugonja, Aleksandar Antic, Marko Panic, Milos Pandzic, Emmanouil Alexakis, Philip Mavrepis, Naweiluo Zhou, Oskar Marko, Vladimir S. Crnojevic
Soya Yield Prediction on a Within-Field Scale Using Machine Learning Models Trained on Sentinel-2 and Soil Data. Remote. Sens. 14 (9) (2022)
Dimitrije Stefanovic, Aleksandar Antic, Marko Otlokan, Bojana Ivosevic, Oskar Marko, Vladimir S. Crnojevic, Marko Panic
Blueberry Row Detection Based on UAV Images for Inferring the Allowed UGV Path in the Field. ROBOT (2) (2022)
Nastasija Grujic, Sanja Brdar, Sjoukje A. Osinga, Gert Jan Hofstede, Ioannis N. Athanasiadis, Milos Pljakic, Nikola Obrenovic, Miro Govedarica, Vladimir S. Crnojevic
Combining Telecom Data with Heterogeneous Data Sources for Traffic and Emission Assessments - An Agent-Based Approach. ISPRS Int. J. Geo Inf. 11 (7) (2022)
Dejan Pavlovic, Mikolaj Czerkawski, Christopher Davison, Oskar Marko, W. Craig Michie, Robert C. Atkinson, Vladimir S. Crnojevic, Ivan Andonovic, Vladimir Rajovic, Goran Kvascev, Christos Tachtatzis
Behavioural Classification of Cattle Using Neck-Mounted Accelerometer-Equipped Collars. Sensors 22 (6) (2022)
Goran Kitic, Damir Krkljes, Marko Panic, Csaba Petes, Slobodan Birgermajer, Vladimir S. Crnojevic
Agrobot Lala - An Autonomous Robotic System for Real-Time, In-Field Soil Sampling, and Analysis of Nitrates. Sensors 22 (11) (2022)
Mirjana Radulovic, Sanja Brdar, Minucer Mesaros, Tin Lukic, Stevan Savic, Biljana Basarin, Vladimir S. Crnojevic, Dragoslav Pavic
Assessment of Groundwater Potential Zones Using GIS and Fuzzy AHP Techniques - A Case Study of the Titel Municipality (Northern Serbia). ISPRS Int. J. Geo Inf. 11 (4) (2022)
Dejan Pavlovic, Chris Davison, Andrew W. Hamilton, Oskar Marko, Robert C. Atkinson, W. Craig Michie, Vladimir S. Crnojevic, Ivan Andonovic, Xavier J. A. Bellekens, Christos Tachtatzis
Classification of Cattle Behaviours Using Neck-Mounted Accelerometer-Equipped Collars and Convolutional Neural Networks. Sensors 21 (12) (2021)
Milos Radosavljevic, Branko Brkljac, Predrag Lugonja, Vladimir S. Crnojevic, Zeljen Trpovski, Zixiang Xiong, Dejan Vukobratovic
Lossy Compression of Multispectral Satellite Images with Application to Crop Thematic Mapping: A HEVC Comparative Study. Remote. Sens. 12 (10) (2020)
Marko Panic, Dusan Jakovetic, Dejan Vukobratovic, Vladimir S. Crnojevic, Aleksandra Pizurica
MRI Reconstruction Using Markov Random Field and Total Variation as Composite Prior. Sensors 20 (11) (2020)
Olivera Novovic, Sanja Brdar, Minucer Mesaros, Vladimir S. Crnojevic, Apostolos N. Papadopoulos
Uncovering the Relationship between Human Connectivity Dynamics and Land Use. ISPRS Int. J. Geo Inf. 9 (3) (2020)
Olivera Novovic, Nastasija Grujic, Sanja Brdar, Miro Govedarica, Vladimir S. Crnojevic
Clustering Foursquare Mobility Networks to Explore Urban Spaces. WorldCIST (3) (2020)
Oskar Marko, Dejan Pavlovic, Vladimir S. Crnojevic, Kalyanmoy Deb
Optimisation of crop configuration using NSGA-III with categorical genetic operators. GECCO (Companion) (2019)
Zeljana Grbovic, Marko Panic, Oskar Marko, Sanja Brdar, Vladimir S. Crnojevic
Wheat Ear Detection in RGB : and Thermal Images Using Deep Neural Networks. MLDM (2) (2019)
Debora Santo, Tatjana Loncar-Turukalo, Blaz Stres, Vladimir S. Crnojevic, Sanja Brdar
Clustering and Classification of Human Microbiome Data: Evaluating the Impact of Different Settings in Bioinformatics Workflows. BIBE (2019)
Mladen Kovacevic, Sanja Brdar, Vladimir S. Crnojevic
Some Enumeration Problems in the Duplication-Loss Model of Genome Rearrangement. CoRR (2019)
Mladen Kovacevic, Sanja Brdar, Vladimir S. Crnojevic
Some Enumeration Problems in the Duplication-Loss Model of Genome Rearrangement. ISIT (2019)
Marko Panic, Jan Aelterman, Vladimir S. Crnojevic, Aleksandra Pizurica
Multi-coil magnetic resonance imaging reconstruction with a Markov random field prior. Medical Imaging: Image Processing (2019)
Marko M. Kostic, Dusan Z. Rakic, Dragi Radomirovic, Lazar D. Savin, Nebojsa M. Dedovic, Vladimir S. Crnojevic, Natasa Ljubicic
Corn seeding process fault cause analysis based on a theoretical and experimental approach. Comput. Electron. Agric. 151 (2018)
Marko Panic, Jan Aelterman, Vladimir S. Crnojevic, Aleksandra Pizurica
Sparse Recovery in Magnetic Resonance Imaging With a Markov Random Field Prior. IEEE Trans. Medical Imaging 36 (10) (2017)
Sanja Brdar, Vladimir S. Crnojevic
Ensemble Approaches for Stable Assessment of Clusters in Microbiome Samples. CIBB (2016)
Vinayak Abrol, Olivier Absil, Pierre-Antoine Absil, Sandrine Anthoine, Philippe Antoine, Thomas Arildsen, Nancy Bertin, Folkert Bleichrodt, Jérôme Bobin, Anne Bol, Antoine Bonnefoy, Francesco Caltagirone, Valerio Cambareri, Cecile Chenot, Vladimir S. Crnojevic, Marie Danková, Kévin Degraux, Jens Eisert, Mohamed-Jalal Fadili, Marylou Gabrié, Nicolas Gac, Daniele Giacobello, Carlos A. Gomez Gonzalez, Adriana Gonzalez, Pierre-Yves Gousenbourger, Mads Græsbøll Christensen, Rémi Gribonval, Stéphanie Guérit, Shaoguang Huang, Paul Irofti, Laurent Jacques, Ulugbek S. Kamilov, Srdan Kitic, Martin Kliesch, Florent Krzakala, John A. Lee, Wenzhi Liao, Tobias Lindstrøm Jensen, Andre Manoel, Hassan Mansour, Ali Mohammad-Djafari, Amirafshar Moshtaghpour, Fred Maurice Ngolè Mboula, Benoît Pairet, Marko Panic, Gabriel Peyré, Aleksandra Pizurica, Pavel Rajmic, Matthieu Roblin, Ingo Roth, Anil Kumar Sao, Pulkit Sharma, Jean-Luc Starck, Eric W. Tramel, Toon van Waterschoot, Dejan Vukobratovic, Li Wang, Benedikt Wirth, Gerhard Wunder, Hongyan Zhang
Proceedings of the third "international Traveling Workshop on Interactions between Sparse models and Technology" (iTWIST'16). CoRR (2016)
Marko Panic, Jan Aelterman, Vladimir S. Crnojevic, Aleksandra Pizurica
Compressed sensing in MRI with a Markov random field prior for spatial clustering of subband coefficients. EUSIPCO (2016)
Oskar Marko, Sanja Brdar, Marko Panic, Predrag Lugonja, Vladimir S. Crnojevic
Soybean varieties portfolio optimisation based on yield prediction. Comput. Electron. Agric. 127 (2016)
Sanja Brdar, Vladimir S. Crnojevic, Blaz Zupan
Integrative Clustering by Nonnegative Matrix Factorization Can Reveal Coherent Functional Groups From Gene Profile Data. IEEE J. Biomed. Health Informatics 19 (2) (2015)
Dusan Jakovetic, Dragana Bajovic, Dejan Vukobratovic, Vladimir S. Crnojevic
Cooperative Slotted Aloha for Multi-Base Station Systems. IEEE Trans. Commun. 63 (4) (2015)
Sanja Brdar, Katarina Gavric, Dubravko Culibrk, Vladimir S. Crnojevic
Unveiling Spatial Epidemiology of HIV with Mobile Phone Data. CoRR (2015)
Dragana Bajovic, Dusan Jakovetic, Dejan Vukobratovic, Vladimir S. Crnojevic
Slotted Aloha for networked base stations. ICC Workshops (2014)
Dusan Jakovetic, Dragana Bajovic, Dejan Vukobratovic, Vladimir S. Crnojevic
Slotted Aloha for Networked Base Stations with Spatial and Temporal Diversity. CoRR (2014)
Dusan Jakovetic, Dragana Bajovic, Dejan Vukobratovic, Vladimir S. Crnojevic
Cooperative Slotted Aloha for Multi-Base Station Systems. CoRR (2014)
Dragana Bajovic, Dusan Jakovetic, Dejan Vukobratovic, Vladimir S. Crnojevic
Slotted Aloha for Networked Base Stations. CoRR (2014)
Dusan Jakovetic, Dragana Bajovic, Dejan Vukobratovic, Vladimir S. Crnojevic
Slotted Aloha for networked base stations with spatial and temporal diversity. ISIT (2014)
Branko Brkljac, Marko Janev, Radovan Obradovic, Danilo Rapaic, Nebojsa M. Ralevic, Vladimir S. Crnojevic
Sparse representation of precision matrices used in GMMs. Appl. Intell. 41 (3) (2014)
Katarina Gavric, Dubravko Culibrk, Vladimir S. Crnojevic
Deriving Basic Law of Human Mobility using Community - Contributed Multimedia Data. ICPRAM (2013)
Marko Panic, Dubravko Culibrk, Srdjan Sladojevic, Vladimir S. Crnojevic
Local Binary Patterns and Neural Networks for No-Reference Image and Video Quality Assessment. EANN (1) (2013)
Nicolas Riche, Matei Mancas, Dubravko Culibrk, Vladimir S. Crnojevic, Bernard Gosselin, Thierry Dutoit
Dynamic Saliency Models and Human Attention: A Comparative Study on Videos. ACCV (3) (2012)
M. Macesic, Vedran Jelaca, Jorge Oswaldo Niño Castañeda, N. Prodanovic, Marko Panic, Aleksandra Pizurica, Vladimir S. Crnojevic, Wilfried Philips
Real-time detection of traffic events using smart cameras. Intelligent Robots and Computer Vision: Algorithms and Techniques (2012)
Branko Brkljac, Marko Panic, Dubravko Culibrk, Vladimir S. Crnojevic, Jelena Acanski, Ante Vujic
Automatic Hoverfly Species Discrimination. ICPRAM (2) (2012)
Dubravko Culibrk, Milan Mirkovic, Vladimir Zlokolica, Maja Pokric, Vladimir S. Crnojevic, Dragan Kukolj
Salient Motion Features for Video Quality Assessment. IEEE Trans. Image Process. 20 (4) (2011)
Dubravko Culibrk, Predrag Lugonja, Vladan Minic, Vladimir S. Crnojevic
Neural Network Approach to Water-Stressed Crops Detection Using Multispectral WorldView-2 Satellite Imagery. EANN/AIAI (2) (2011)
Cedomir Stefanovic, Dejan Vukobratovic, Francesco Chiti, Lorenzo Niccolai, Vladimir S. Crnojevic, Romano Fantacci
Urban Infrastructure-to-Vehicle Traffic Data Dissemination Using UEP Rateless Codes. IEEE J. Sel. Areas Commun. 29 (1) (2011)
Katarina Gavric, Dubravko Culibrk, Milan Mirkovic, Vladimir S. Crnojevic
Using YouTube data to analyze human continent-level mobility. CASoN (2011)
Radovan Obradovic, Marko Janev, Borislav Antic, Vladimir S. Crnojevic, Nemanja I. Petrovic
Robust sparse image denoising. ICIP (2011)
Milan Mirkovic, Dubravko Culibrk, Symeon Papadopoulos, Christos Zigkolis, Yiannis Kompatsiaris, Gavin McArdle, Vladimir S. Crnojevic
A comparative study of spatial, temporal and content-based patterns emerging in YouTube and Flickr. CASoN (2011)
Dejan Vukobratovic, Cedomir Stefanovic, Vladimir S. Crnojevic, Francesco Chiti, Romano Fantacci
Rateless packet approach for data gathering in wireless sensor networks. IEEE J. Sel. Areas Commun. 28 (7) (2010)
Cedomir Stefanovic, Vladimir S. Crnojevic, Dejan Vukobratovic, Lorenzo Niccolai, Francesco Chiti, Romano Fantacci
Contaminated areas monitoring via distributed rateless coding with constrained data gathering. IWCMC (2010)
Vladimir S. Crnojevic, Nemanja I. Petrovic
Impulse Noise Filtering Using Robust Pixel-Wise S-Estimate of Variance. EURASIP J. Adv. Signal Process. 2010 (2010)
Dubravko Culibrk, Milan Mirkovic, Predrag Lugonja, Vladimir S. Crnojevic
Mining web videos for video quality assessment. SoCPaR (2010)
Borislav Antic, Jorge Oswaldo Niño Castañeda, Dubravko Culibrk, Aleksandra Pizurica, Vladimir S. Crnojevic, Wilfried Philips
Robust Detection and Tracking of Moving Objects in Traffic Video Surveillance. ACIVS (2009)
Borislav Antic, Dragan Letic, Dubravko Culibrk, Vladimir S. Crnojevic
K-means based segmentation for real-time zenithal people counting. ICIP (2009)
Dejan Vukobratovic, Cedomir Stefanovic, Vladimir S. Crnojevic, Francesco Chiti, Romano Fantacci
A Packet-Centric Approach to Distributed Rateless Coding in Wireless Sensor Networks. SECON (2009)
Vladimir S. Crnojevic, Borislav Antic, Dubravko Culibrk
Optimal wavelet differencing method for robust motion detection. ICIP (2009)
Dubravko Culibrk, Vladimir S. Crnojevic, Borislav Antic
Multiscale background modelling and segmentation. DPS (2009)
Dubravko Culibrk, Borislav Antic, Vladimir S. Crnojevic
Real-time Stable Texture Regions Extraction for Motion-based Object Segmentation. BMVC (2009)
Francesco Chiti, Romano Fantacci, Russell Allan Johnson, Vladimir S. Crnojevic, Dejan Vukobratovic
End-to-End Delay Analysis for Reliable Communications over Lossy Channels: Integrating Network Coding and ARQ Schemes. GLOBECOM (2009)
Borislav Antic, Vladimir S. Crnojevic, Dubravko Culibrk
Efficient wavelet based detection of moving objects. DPS (2009)
Nemanja Petrovic, Vladimir S. Crnojevic
Universal Impulse Noise Filter Based on Genetic Programming. IEEE Trans. Image Process. 17 (7) (2008)
Borislav Antic, Vladimir S. Crnojevic
Joint Domain-Range Modeling of Dynamic Scenes with Adaptive Kernel Bandwidth. ACIVS (2007)
Nemanja Petrovic, Vladimir S. Crnojevic
Evolutionary Tree-Structured Filter for Impulse Noise Removal. ACIVS (2006)
Nemanja Petrovic, Vladimir S. Crnojevic
Impulse Noise Detection Based on Robust Statistics and Genetic Programming. ACIVS (2005)
Vladimir S. Crnojevic
Impulse noise filter with adaptive MAD-based threshold. ICIP (3) (2005)
Vladimir S. Crnojevic, V. Senk, Zeljen Trpovski
Advanced impulse Detection Based on pixel-wise MAD. IEEE Signal Process. Lett. 11 (7) (2004)