Miloš Stojmenović

E-mail: mstojmenovic|mmnkk|singidunum.ac.rs

Obrazovanje:

Osnovne studije
University of Ottawa, Computer Science, 1999-2003
Magistarske studije
Carleton University, Computer Science, 2003-2005
Doktorska disertacija
University of Ottawa, Computer Science, 2005-2008

Knjige:

M. Stojmenović, Crowdsourcing Applications and Techniques in Computer Vision, Springer, 2023
M. Stojmenović, M. Veinović, D. Marković, Informatika, Univerzitet Singidunum, 2019
M. Stojmenović, Measuring conic properties and shape orientations, Abe Books, 2009

Radovi u časopisima:

N. Nešić, X. Heiligenstein, L. Zopf, V. Blüml, K. Keuenhof, M. Wagner, J. Höög, H. Qi, Z. Li, G. Tsaramirsis, C. Peddie, M. Stojmenović, A. Walter, Automated Segmentation of Cell Organelles in volume electron microscopy using Deep Learning, MICROSCOPY RESEARCH AND TECHNIQUE, 2024
C. Praschi, L. Zopf, E. Kiemeyer, I. Langthallner, D. Ritzberger, A. Slowak, M. Weigl, V. Blüml, N. Nešić, M. Stojmenović, K. Kniewallner, L. Aigner, S. Winkler, A. Walter, U-Net based vessel segmentation for murine brains with small micro-magnetic resonance imaging reference datasets, PLOS ONE, Oct, 2023
M. Salehirozveh, A. Kure Larsen, M. Stojmenović, F. Thei, M. Dong, In‐situ PLL‐g‐PEG Functionalized Nanopore for Enhancing Protein Characterization, ASIAN JOURNAL OF CHEMISTRY, 2023
G. Tsaramirsis, A. Kantaros, I. Al-Darraji, D. Piromalis, C. Apostolopoulos, A. Pavlopoulou, M. Alrammal, Z. Ismail, S. Buhari, M. Stojmenović, H. Tamimi, P. Randhawa, A. Patel, F. Qudus Khan, A Modern Approach towards an Industry 4.0 Model: From Driving Technologies to Management, Journal of Sensors, pp. 1 - 18, 2022
M. Stojmenovic, E. Spero, M. Stojmenović, R. Biddle, What is Beautiful is Secure, ACM Transactions on Privacy and Security, pp. 1 - 9, 2022
Z. Wu, M. Chao, X. Shi, L. Wu, Y. Dong, M. Stojmenović, Imputing missing indoor air quality data with inverse mapping generative adversarial network, BUILDING AND ENVIRONMENT, Vol. 215, pp. 108896 - 108899, 2022
J. Zunic, M. Stojmenović, An affine moment invariant for multi-component shapes, MEASUREMENT SCIENCE AND TECHNOLOGY, Vol. 33, No. 1, pp. 1 - 6, Nov, 2021
A. Jevremović, M. Veinović, M. Čabarkapa, M. Krstić, I. Čorbev, I. Dimitrovski, N. Garcia, N. Pombo, M. Stojmenović, Keeping Children Safe online with Limited Resources: Analyzing what is seen and heard, IEEE Access, Vol. 9, pp. 132723 - 132732, Oct, 2021
N. Peladarinos, V. Cheimaras, D. Piromalis, K. Arvanitis, P. Papageorgas, N. Monios, I. Dogas, M. Stojmenović, G. Tsaramirsis, Early Warning Systems for COVID-19 Infections Based on Low-Cost Indoor Air-Quality Sensors and LPWANs, SENSORS, Vol. 21, No. 18, pp. 6183 - 6206, Sep, 2021
Z. Li, W. Qu, M. Stojmenović, H. Qi, Near-convex decomposition of 2D shape using visibility range, COMPUTER VISION AND IMAGE UNDERSTANDING, pp. 103243 - 103263, Jun, 2021
Y. Yang, J. Cao, M. Stojmenović, S. Wang, Y. Cheng, C. Lum, Z. Li, Time-capturing Dynamic Graph Embedding for Temporal Linkage Evolution, IEEE TRANSACTIONS KNOWLEDGE AND DATA ENGINEERING, pp. 1 - 1, 2021
I. Al-Darraji, D. Piromalis, A. A. Kakei, F. Qudus Khan, M. Stojmenović, G. Tsaramirsis, P. Papageorgas, Adaptive Robust Controller Design-Based RBF Neural Network for Aerial Robot Arm Model, ELECTRONICS, Vol. 10, No. 7, pp. 831 - 849, 2021
Z. Li, J. Hu, M. Stojmenović, Z. Liu, W. Liu, Revisiting spectral clustering for near-convex decomposition of 2D shape, PATTERN RECOGNITION, Vol. 105, pp. 1 - 16, 2020
Z. Li, W. Qu, Y. Cao, H. Qi, M. Stojmenović, J. Hu, Scale Balance for Prototype-based Binary Quantization, PATTERN RECOGNITION, pp. 1 - 20, 2020
G. Tsaramirsis, S. Buhari, M. Basheri, M. Stojmenović, Navigating Virtual Environments Using Leg Poses and Smartphone Sensors, SENSORS, Vol. 19, No. 2, pp. 299 - 319, Jan, 2019
A. Prado, S. Ruj, M. Stojmenović, A. Nayak, Applying transmission-coverage algorithms for secure geocasting in VANETs, International Journal of Computational Science and Engineering, Vol. 16, No. 1, pp. 17 - 26, Jan, 2018
M. Derbali, S. Buhari, G. Tsaramirsis, M. Stojmenović, Water Desalination Fault Detection Using Machine Learning Approaches: A Comparative Study, IEEE Access, Vol. 5, pp. 23266 - 23275, Jun, 2017
W. Qu, M. Ma, Z. Li, M. Stojmenović, Z. Liu, A coarse‐to‐fine shape decomposition based on critical points, CONCURRENCY AND COMPUTATION-PRACTICE & EXPERIENCE, Vol. 29, No. 17, pp. e4088 - 4097, Mar, 2017
A. Braeken, P. Porambage, M. Stojmenović, L. Lambrinos, eDAAAS: Efficient Distributed Anonymous Authentication and Access in Smart Home, International Journal of Distributed Sensor Networks, Vol. 12, No. 12, pp. 1550 - 1477, 2016
Y. Du, Z. Li, M. Stojmenović, W. Qu, H. Qi, A Low Overhead Progressive Transmission for Visual Descriptor Based on Image Saliency, Multiple Valued Logic, Vol. 25, No. 1, pp. 125 - 145, Jul, 2015
H. Qi, Y. Li, K. Li, M. Stojmenović, An exchanged folded hypercube‐based topology structure for interconnection networks, CONCURRENCY AND COMPUTATION-PRACTICE & EXPERIENCE, pp. 1 - 15, Apr, 2015
Z. Li, W. Qu, J. Cao, H. Qi, M. Stojmenović, ECDS: An effective shape signature using electrical charge distribution on the shape, PATTERN RECOGNITION, Vol. 48, No. 2, pp. 402 - 410, Feb, 2015
H. Qi, M. Stojmenović, K. Li, Z. Li, The Indexing based on Multiple Visual Dictionaries for Object Based Image Retrieval, Multiple Valued Logic, Vol. 24, No. 5-6, pp. 571 - 581, Jan, 2015
H. Qi, M. Stojmenović, K. Li, Z. Li, A Low Transmission Overhead Framework of Mobile Visual Search Based on Vocabulary Decomposition, IEEE TRANSACTIONS ON MULTIMEDIA., Vol. 16, No. 7, pp. 1963 - 1972, Nov, 2014
Z. Huang, C. Wang, M. Stojmenović, A. Nayak, Characterization of Cascading Failures in Interdependent Cyber-Physical Systems, IEEE TRANSACTIONS COMPUTERS, Vol. 64, No. 8, pp. 2158 - 2168, Sep, 2014
S. Ruj, M. Stojmenović, A. Nayak, Decentralized Access Control with Anonymous Authentication of Data Stored in Clouds, IEEE TRANSACTIONS PARALLEL AND DISTRIBUTED SYSTEMS, Vol. 25, No. 2, pp. 384 - 394, Feb, 2014
W. Yang, J. Hu, S. Wang, M. Stojmenović, An alignment-free fingerprint bio-cryptosystem based on modified Voronoi neighbor structures, PATTERN RECOGNITION, Vol. 47, No. 3, pp. 1309 - 1320, Jan, 2014
Z. Huang, S. Ruj, M. Stojmenović, M. Cavenaghi, A. Nayak, A social network approach to trust management in VANETs, Peer-to-Peer Networking and Applications, Vol. 7, No. 3, pp. 229 - 242, 2014
Z. Huang, C. Wang, M. Stojmenović, A. Nayak, Balancing System Survivability and Cost of Smart Grid Via Modeling Cascading Failures, IEEE Transactions on Emerging Topics in Computing, Vol. 1, No. 1, pp. 45 - 56, Jul, 2013
S. Ruj, M. Stojmenović, A. Nayak, Decentralized Access Control with Anonymous Authentication of Data Stored in Clouds, IEEE Transactions on Parallel and Distributed Systems, Vol. 25, No. 2, pp. 384 - 394, Feb, 2013
X. Li, Z. Li, M. Stojmenović, V. Narasimhan, A. Nayak, Autoregressive Trust Management in Wireless Ad Hoc Networks, Ad Hoc & Sensor Wireless Networks, Vol. 16, No. 1-3, pp. 229 - 242, Feb, 2012
M. Stojmenović, J. Zunic, Measuring elongation from shape boundary, JOURNAL OF MATHEMATICAL IMAGING AND VISION, Vol. 30, pp. 73 - 85, 2008
J. Zunic, M. Stojmenović, Bounary based shape orientation, PATTERN RECOGNITION, Vol. 41, pp. 1785 - 1798, 2008
M. Stojmenović, A. Nayak, J. Zunic, Measuring Linearity of planar point Sets, PATTERN RECOGNITION, Vol. 41, pp. 2503 - 2511, 2008
M. Stojmenović, Real time car detection in images based on an Adaboost machine learning approach and a small training set, MACHINE VISION AND APPLICATIONS, Vol. 17, No. 3, pp. 163 - 172, Aug, 2006
M. Stojmenović, A. Nayak, Localized routing with guaranteed delivery and a realistic physical layer in wireless sensor networks, COMPUTER COMMUNICATIONS, Vol. 29, No. 13-14, pp. 2550 - 2555, Aug, 2006
M. Stojmenović, Real time machine learning based car detection in images with fast training, MACHINE VISION AND APPLICATIONS, Vol. 17, No. 3, pp. 163 - 172, Jan, 2006
P. Acevedo Contla, M. Stojmenović, Estimating Hop Counts in Position Based Routing Schemes for Ad Hoc Networks, TELECOMMUNICATION SYSTEMS, Vol. 22, No. 1-4, pp. 109 - 118, Jan, 2003
F. Garcia, J. Solano, M. Stojmenović, Higher dimensional hexagonal networks, JOURNAL OF PARALLEL AND DISTRIBUTED COMPUTING, Vol. 63, pp. 1164 - 1172, Jan, 2003

Radovi na konferencijama:

L. Aničin, M. Stojmenović, Bias Analysis in Stable Diffusion and MidJourney Models, pp. 378 - 388, Jul, 2023
N. Nešić, M. Stojmenović, A Singular Workflow for 3d Surface Reconstruction of Heavily Noisy Point Clouds, Jun, 2021
C. Li, J. Shen, Y. Yang, J. Cao, M. Stojmenović, Repetitive Activity Monitoring from Multivariate Time Series: A Generic and Efficient Approach, pp. 1 - 9, 2021
M. Tumaini, J. Cao, M. Stojmenović, Unsupervised pregnancy and physical activity detection in mammals using circadian rhythms, pp. 350 - 356, Dec, 2019
J. Wang, J. Cao, M. Stojmenović, J. Chen, Pattern-RL: Multi-Robot Arbitrary Pattern Formation via Deep Reinforcement Learning, Dec, 2019
S. Jiang, J. Cao, J. Wang, M. Stojmenović, J. Bourgeois, Uniform Circle Formation by Asynchronous Robots: A Fully-Distributed Approach, pp. 1 - 9, Jul, 2017
Y. Cao, H. Qi, K. Li, M. Stojmenović, Multiple query-independent values based asymmetric ranking for approximate nearest neighbor search, pp. 1628 - 1635, Aug, 2016
Z. Li, W. Qu, H. Qi, M. Stojmenović, Approximate convex decomposition for 2D shapes based on visibility range, Jul, 2016
Z. Li, W. Qu, H. Qi, M. Stojmenović, Approximate convex decomposition for 2D shapes based on visibility range, pp. 1 - 6, 2016
Y. Zhou, V. Narasimhan, M. Stojmenović, A. Nayak, Dynamic Mesh-Based Location Service in WSANs by a Team of Robots, pp. 168 - 175, Oct, 2015
X. Xiong, Z. Yang, L. Shangguan, Y. Fei, M. Stojmenović, Y. Liu, SmartGuide: Towards Single-image Building Localization with Smartphone, pp. 117 - 126, 2015
M. Stojmenović, A. Jevremović, N. Amiya, Fast Iris Detection via Shape based Circularity, Jun, 2013
Z. Huang, C. Wang, S. Ruj, M. Stojmenović, A. Nayak, Modeling cascading failures in smart power grid using interdependent complex networks and percolation theory, pp. 1023 - 1028, 2013
S. Ruj, M. Stojmenović, A. Nayak, Privacy preserving access control with authentication for securing data in clouds, 2013
W. Yang, J. Hu, M. Stojmenović, NDTC: A novel topology-based fingerprint matching algorithm using N-layer Delaunay triangulation net check, 2012
S. Milovanovic, M. Stojmenović, Quorum based image retrieval in large scale visual sensor networks, pp. 449 - 458, 2012
M. Stojmenović, Mobile Cloud Computing for Biometric Applications, 15th International Conference on Network-Based Information Systems (NBiS), pp. 654 - 659, 2012
I. Franc, M. Stojmenović, Tehnike manipulacije slikom i detekcija copy-move napada, Zbornik radova XX, konferencije Telfor, Beograd 2012, 2012
M. Stojmenović, T. Kobayashi, N. Otsu, Pyramidal segmentation using higher-order local auto-correlations and its applications to Landsat forestry data, pp. 3033 - 3036, Sep, 2010
M. Stojmenović, A. Solis Montero, A. Nayak, Co-parent selection for fast region merging in pyramidal image segmentation, pp. 243 - 248, Jul, 2010
A. Solis Montero, M. Stojmenović, A. Nayak, Robust detection of corners and corner-line links in images, pp. 495 - 502, 2010
M. Stojmenović, A. Solis Montero, A. Nayak, Colour and texture based pyramidal image segmentation, 2010
M. Stojmenović, A. Nayak, Measuring Conicity from shape boundaries, pp. 215 - 218, 2009
M. Stojmenović, Robust Line Extraction Based on Repeated Segment Directions on Image Contours, 2009
M. Stojmenović, A. Solis Montero, A. Nayak, Link Shifting Based Pyramid Segmentation for Elongated Regions, pp. 141 - 152, 2009
M. Stojmenović, A. Nayak, Measuring the Related Properties of Linearity and Elongation of Point sets, pp. 102 - 111, Sep, 2008
M. Stojmenović, A. Nayak, Conic properties of planar point sets, May, 2008
M. Stojmenović, A. Nayak, Direct Ellipse Fitting and Measuring Based on Shape Boundaries, pp. 221 - 235, Dec, 2007
M. Stojmenović, A. Nayak, Measuring Linearity of Ordered Point Sets, pp. 274 - 288, Dec, 2007
M. Stojmenović, A. Nayak, Shape based circularity measures of planar point sets, Nov, 2007
M. Stojmenović, J. Zunic, New measure for shape elongation, pp. 572 - 579, Jun, 2007
M. Stojmenović, A. Nayak, J. Zunic, Measuring Linearity of a Finite Set of Points, pp. 222 - 227, Jun, 2006
M. Stojmenović, Pre-eliminating Features for Fast Training in Real Time Object Detection in Images with a Novel Variant of AdaBoost, pp. 329 - 334, Jun, 2006
M. Stojmenović, A. Nayak, Broadcasting and Routing in faulty mesh networks, Apr, 2006
M. Stojmenović, Real time car detection in images based on an Adaboost machine learning approach and a small training set, Sep, 2005