Vladimir S. Crnojevic

68 papers A 1B 13C 2Misc 1Journal 31Unranked 18

Year	Rank	Type	Title / Venue / Authors
2024	J	`jnl`	Interseasonal transfer learning for crop mapping using Sentinel-1 data. Int. J. Appl. Earth Obs. Geoinformation Milos Pandzic, Dejan Pavlovic, Predrag Matavulj, Sanja Brdar, Oskar Marko, Vladimir S. Crnojevic, Milan Kilibarda
2024	J	`jnl`	Maize Hybrids Performance Evaluation with Data Fusion by Matrix Factorization Algorithm. Appl. Artif. Intell. Milica Brkic, Stefan Hacko, Milos Radovanovic, Vladimir S. Crnojevic, Sanja Brdar
2022	J	`jnl`	Agrobot Lala - An Autonomous Robotic System for Real-Time, In-Field Soil Sampling, and Analysis of Nitrates. Sensors Goran Kitic, Damir Krkljes, Marko Panic, Csaba Petes, Slobodan Birgermajer, Vladimir S. Crnojevic
2022	J	`jnl`	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. Mirjana Radulovic, Sanja Brdar, Minucer Mesaros, Tin Lukic, Stevan Savic, Biljana Basarin, Vladimir S. Crnojevic, Dragoslav Pavic
2022	J	`jnl`	Behavioural Classification of Cattle Using Neck-Mounted Accelerometer-Equipped Collars. Sensors Dejan Pavlovic, Mikolaj Czerkawski, Christopher Davison, Oskar Marko, W. Craig Michie, Robert C. Atkinson, Vladimir S. Crnojevic, Ivan Andonovic, Vladimir Rajovic, Goran S. Kvascev, Christos Tachtatzis
2022	—	`conf`	Blueberry Row Detection Based on UAV Images for Inferring the Allowed UGV Path in the Field. ROBOT (2) Dimitrije Stefanovic, Aleksandar Antic, Marko Otlokan, Bojana Ivosevic, Oskar Marko, Vladimir S. Crnojevic, Marko Panic
2022	J	`jnl`	Combining Telecom Data with Heterogeneous Data Sources for Traffic and Emission Assessments - An Agent-Based Approach. ISPRS Int. J. Geo Inf. Nastasija Grujic, Sanja Brdar, Sjoukje A. Osinga, Gert Jan Hofstede, Ioannis N. Athanasiadis, Milos Pljakic, Nikola Obrenovic, Miro Govedarica, Vladimir S. Crnojevic
2022	J	`jnl`	Soya Yield Prediction on a Within-Field Scale Using Machine Learning Models Trained on Sentinel-2 and Soil Data. Remote. Sens. Branislav Pejak, Predrag Lugonja, Aleksandar Antic, Marko Panic, Milos Pandzic, Emmanouil Alexakis, Philip Mavrepis, Naweiluo Zhou, Oskar Marko, Vladimir S. Crnojevic
2021	J	`jnl`	Classification of Cattle Behaviours Using Neck-Mounted Accelerometer-Equipped Collars and Convolutional Neural Networks. Sensors 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
2021	J	`jnl`	Reviewing the Potential of Sentinel-2 in Assessing the Drought. Remote. Sens. Dani Varghese, Mirjana Radulovic, Stefanija Stojkovic, Vladimir S. Crnojevic
2020	—	`conf`	Clustering Foursquare Mobility Networks to Explore Urban Spaces. WorldCIST (3) Olivera Novovic, Nastasija Grujic, Sanja Brdar, Miro Govedarica, Vladimir S. Crnojevic
2020	J	`jnl`	Lossy Compression of Multispectral Satellite Images with Application to Crop Thematic Mapping: A HEVC Comparative Study. Remote. Sens. Milos Radosavljevic, Branko Brkljac, Predrag Lugonja, Vladimir S. Crnojevic, Zeljen Trpovski, Zixiang Xiong, Dejan Vukobratovic
2020	J	`jnl`	MRI Reconstruction Using Markov Random Field and Total Variation as Composite Prior. Sensors Marko Panic, Dusan Jakovetic, Dejan Vukobratovic, Vladimir S. Crnojevic, Aleksandra Pizurica
2020	J	`jnl`	Uncovering the Relationship between Human Connectivity Dynamics and Land Use. ISPRS Int. J. Geo Inf. Olivera Novovic, Sanja Brdar, Minucer Mesaros, Vladimir S. Crnojevic, Apostolos N. Papadopoulos
2019	C	`conf`	Clustering and Classification of Human Microbiome Data: Evaluating the Impact of Different Settings in Bioinformatics Workflows. BIBE Debora Santo, Tatjana Loncar-Turukalo, Blaz Stres, Vladimir S. Crnojevic, Sanja Brdar
2019	B	`conf`	Multi-coil magnetic resonance imaging reconstruction with a Markov random field prior. Image Processing Marko Panic, Jan Aelterman, Vladimir S. Crnojevic, Aleksandra Pizurica
2019	—	`conf`	Optimisation of crop configuration using NSGA-III with categorical genetic operators. GECCO (Companion) Oskar Marko, Dejan Pavlovic, Vladimir S. Crnojevic, Kalyanmoy Deb
2019	B	`conf`	Some Enumeration Problems in the Duplication-Loss Model of Genome Rearrangement. ISIT Mladen Kovacevic, Sanja Brdar, Vladimir S. Crnojevic
2019	J	`jnl`	Some Enumeration Problems in the Duplication-Loss Model of Genome Rearrangement. CoRR Mladen Kovacevic, Sanja Brdar, Vladimir S. Crnojevic
2019	—	`conf`	Wheat Ear Detection in RGB : and Thermal Images Using Deep Neural Networks. MLDM (2) Zeljana Grbovic, Marko Panic, Oskar Marko, Sanja Brdar, Vladimir S. Crnojevic
2018	J	`jnl`	Corn seeding process fault cause analysis based on a theoretical and experimental approach. Comput. Electron. Agric. Marko M. Kostic, Dusan Z. Rakic, Dragi Radomirovic, Lazar D. Savin, Nebojsa M. Dedovic, Vladimir S. Crnojevic, Natasa Ljubicic
2017	J	`jnl`	Sparse Recovery in Magnetic Resonance Imaging With a Markov Random Field Prior. IEEE Trans. Medical Imaging Marko Panic, Jan Aelterman, Vladimir S. Crnojevic, Aleksandra Pizurica
2016	—	`conf`	Compressed sensing in MRI with a Markov random field prior for spatial clustering of subband coefficients. EUSIPCO Marko Panic, Jan Aelterman, Vladimir S. Crnojevic, Aleksandra Pizurica
2016	—	`conf`	Ensemble Approaches for Stable Assessment of Clusters in Microbiome Samples. CIBB Sanja Brdar, Vladimir S. Crnojevic
2016	J	`jnl`	Proceedings of the third "international Traveling Workshop on Interactions between Sparse models and Technology" (iTWIST'16). CoRR 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
2016	J	`jnl`	Soybean varieties portfolio optimisation based on yield prediction. Comput. Electron. Agric. Oskar Marko, Sanja Brdar, Marko Panic, Predrag Lugonja, Vladimir S. Crnojevic
2015	J	`jnl`	An illumination invariant framework for real-time foreground detection. J. Real Time Image Process. P. J. Holtzhausen, Vladimir S. Crnojevic, Ben M. Herbst
2015	J	`jnl`	Cooperative Slotted Aloha for Multi-Base Station Systems. IEEE Trans. Commun. Dusan Jakovetic, Dragana Bajovic, Dejan Vukobratovic, Vladimir S. Crnojevic
2015	J	`jnl`	Integrative Clustering by Nonnegative Matrix Factorization Can Reveal Coherent Functional Groups From Gene Profile Data. IEEE J. Biomed. Health Informatics Sanja Brdar, Vladimir S. Crnojevic, Blaz Zupan
2015	J	`jnl`	Unveiling Spatial Epidemiology of HIV with Mobile Phone Data. CoRR Sanja Brdar, Katarina Gavric, Dubravko Culibrk, Vladimir S. Crnojevic
2014	J	`jnl`	Cooperative Slotted Aloha for Multi-Base Station Systems. CoRR Dusan Jakovetic, Dragana Bajovic, Dejan Vukobratovic, Vladimir S. Crnojevic
2014	—	`book`	Sensing Technologies For Precision Irrigation Dubravko Culibrk, Dejan Vukobratovic, Vladan Minic, Marta Alonso Fernandez, Javier Álvarez-Osuna, Vladimir S. Crnojevic
2014	J	`jnl`	Slotted Aloha for Networked Base Stations with Spatial and Temporal Diversity. CoRR Dusan Jakovetic, Dragana Bajovic, Dejan Vukobratovic, Vladimir S. Crnojevic
2014	J	`jnl`	Slotted Aloha for Networked Base Stations. CoRR Dragana Bajovic, Dusan Jakovetic, Dejan Vukobratovic, Vladimir S. Crnojevic
2014	B	`conf`	Slotted Aloha for networked base stations with spatial and temporal diversity. ISIT Dusan Jakovetic, Dragana Bajovic, Dejan Vukobratovic, Vladimir S. Crnojevic
2014	—	`conf`	Slotted Aloha for networked base stations. ICC Workshops Dragana Bajovic, Dusan Jakovetic, Dejan Vukobratovic, Vladimir S. Crnojevic
2014	J	`jnl`	Sparse representation of precision matrices used in GMMs. Appl. Intell. Branko Brkljac, Marko Janev, Radovan Obradovic, Danilo Rapaic, Nebojsa M. Ralevic, Vladimir S. Crnojevic
2013	C	`conf`	Deriving Basic Law of Human Mobility using Community - Contributed Multimedia Data. ICPRAM Katarina Gavric, Dubravko Culibrk, Vladimir S. Crnojevic
2013	—	`conf`	Local Binary Patterns and Neural Networks for No-Reference Image and Video Quality Assessment. EANN (1) Marko Panic, Dubravko Culibrk, Srdjan Sladojevic, Vladimir S. Crnojevic
2012	—	`conf`	Automatic Hoverfly Species Discrimination. ICPRAM (2) Branko Brkljac, Marko Panic, Dubravko Culibrk, Vladimir S. Crnojevic, Jelena Acanski, Ante Vujic
2012	—	`conf`	Dynamic Saliency Models and Human Attention: A Comparative Study on Videos. ACCV (3) Nicolas Riche, Matei Mancas, Dubravko Culibrk, Vladimir S. Crnojevic, Bernard Gosselin, Thierry Dutoit
2012	—	`ch.`	Mining Geo-Referenced Community-Contributed Multimedia Data. Computational Social Networks Milan Mirkovic, Dubravko Culibrk, Vladimir S. Crnojevic
2012	—	`conf`	Real-time detection of traffic events using smart cameras. Intelligent Robots and Computer Vision: Algorithms and Techniques M. Macesic, Vedran Jelaca, Jorge Oswaldo Niño Castañeda, N. Prodanovic, Marko Panic, Aleksandra Pizurica, Vladimir S. Crnojevic, Wilfried Philips
2012	—	`conf`	The detection of naval vessels by fusion of edge and color background models. IPTA P. J. Holtzhausen, Vladimir S. Crnojevic, Ben M. Herbst
2011	—	`conf`	A comparative study of spatial, temporal and content-based patterns emerging in YouTube and Flickr. CASoN Milan Mirkovic, Dubravko Culibrk, Symeon Papadopoulos, Christos Zigkolis, Yiannis Kompatsiaris, Gavin McArdle, Vladimir S. Crnojevic
2011	Misc	`conf`	Neural Network Approach to Water-Stressed Crops Detection Using Multispectral WorldView-2 Satellite Imagery. AIAI Dubravko Culibrk, Predrag Lugonja, Vladan Minic, Vladimir S. Crnojevic
2011	B	`conf`	Robust sparse image denoising. ICIP Radovan Obradovic, Marko Janev, Borislav Antic, Vladimir S. Crnojevic, Nemanja I. Petrovic
2011	J	`jnl`	Salient Motion Features for Video Quality Assessment. IEEE Trans. Image Process. Dubravko Culibrk, Milan Mirkovic, Vladimir Zlokolica, Maja Pokric, Vladimir S. Crnojevic, Dragan Kukolj
2011	J	`jnl`	Urban Infrastructure-to-Vehicle Traffic Data Dissemination Using UEP Rateless Codes. IEEE J. Sel. Areas Commun. Cedomir Stefanovic, Dejan Vukobratovic, Francesco Chiti, Lorenzo Niccolai, Vladimir S. Crnojevic, Romano Fantacci
2011	—	`conf`	Using YouTube data to analyze human continent-level mobility. CASoN Katarina Gavric, Dubravko Culibrk, Milan Mirkovic, Vladimir S. Crnojevic
2010	B	`conf`	Contaminated areas monitoring via distributed rateless coding with constrained data gathering. IWCMC Cedomir Stefanovic, Vladimir S. Crnojevic, Dejan Vukobratovic, Lorenzo Niccolai, Francesco Chiti, Romano Fantacci
2010	J	`jnl`	Impulse Noise Filtering Using Robust Pixel-Wise S-Estimate of Variance. EURASIP J. Adv. Signal Process. Vladimir S. Crnojevic, Nemanja I. Petrovic
2010	—	`conf`	Mining web videos for video quality assessment. SoCPaR Dubravko Culibrk, Milan Mirkovic, Predrag Lugonja, Vladimir S. Crnojevic
2010	J	`jnl`	Rateless packet approach for data gathering in wireless sensor networks. IEEE J. Sel. Areas Commun. Dejan Vukobratovic, Cedomir Stefanovic, Vladimir S. Crnojevic, Francesco Chiti, Romano Fantacci
2009	B	`conf`	A Packet-Centric Approach to Distributed Rateless Coding in Wireless Sensor Networks. SECON Dejan Vukobratovic, Cedomir Stefanovic, Vladimir S. Crnojevic, Francesco Chiti, Romano Fantacci
2009	—	`conf`	Efficient wavelet based detection of moving objects. DPS Borislav Antic, Vladimir S. Crnojevic, Dubravko Culibrk
2009	B	`conf`	End-to-End Delay Analysis for Reliable Communications over Lossy Channels: Integrating Network Coding and ARQ Schemes. GLOBECOM Francesco Chiti, Romano Fantacci, Russell Allan Johnson, Vladimir S. Crnojevic, Dejan Vukobratovic
2009	B	`conf`	K-means based segmentation for real-time zenithal people counting. ICIP Borislav Antic, Dragan Letic, Dubravko Culibrk, Vladimir S. Crnojevic
2009	—	`conf`	Multiscale background modelling and segmentation. DPS Dubravko Culibrk, Vladimir S. Crnojevic, Borislav Antic
2009	B	`conf`	Optimal wavelet differencing method for robust motion detection. ICIP Vladimir S. Crnojevic, Borislav Antic, Dubravko Culibrk
2009	A	`conf`	Real-time Stable Texture Regions Extraction for Motion-based Object Segmentation. BMVC Dubravko Culibrk, Borislav Antic, Vladimir S. Crnojevic
2009	B	`conf`	Robust Detection and Tracking of Moving Objects in Traffic Video Surveillance. ACIVS Borislav Antic, Jorge Oswaldo Niño Castañeda, Dubravko Culibrk, Aleksandra Pizurica, Vladimir S. Crnojevic, Wilfried Philips
2008	J	`jnl`	Universal Impulse Noise Filter Based on Genetic Programming. IEEE Trans. Image Process. Nemanja Petrovic, Vladimir S. Crnojevic
2007	B	`conf`	Joint Domain-Range Modeling of Dynamic Scenes with Adaptive Kernel Bandwidth. ACIVS Borislav Antic, Vladimir S. Crnojevic
2006	B	`conf`	Evolutionary Tree-Structured Filter for Impulse Noise Removal. ACIVS Nemanja Petrovic, Vladimir S. Crnojevic
2005	B	`conf`	Impulse Noise Detection Based on Robust Statistics and Genetic Programming. ACIVS Nemanja Petrovic, Vladimir S. Crnojevic
2005	—	`conf`	Impulse noise filter with adaptive MAD-based threshold. ICIP (3) Vladimir S. Crnojevic
2004	J	`jnl`	Advanced impulse Detection Based on pixel-wise MAD. IEEE Signal Process. Lett. Vladimir S. Crnojevic, Vojin Senk, Zeljen Trpovski