Dr Vladan Velisavljevic

Book chapters

• W.-S. Kim, G. Cheung, A. Ortega, A. Kubota, V. Velisavljevic, "Disparity map compression for depth-image-based rendering," in3DTV Systems with Depth-Image-Based Rendering: Architectures, Techniques and Challenges, Eds. C. Zhu, Y. Zhao, L. Yu and M. Tanimoto, Springer New York, 2012, invited chapter
• Velisavljevic, M. Vetterli, B. Beferull-Lozano, P. L. Dragotti, "Sparse image representation by directionlets," Elsevier Advances in Imaging and Electron Physics, Peter Hawkes Ed., Vol. 161-04, March 2010, invited chapter

Journals

• C. E. Sunal, V. Dyo and V. Velisavljevic, "Review of Machine Learning Based Fault Detection for Centrifugal Pump Induction Motors," in IEEE Access, vol. 10, pp. 71344-71355, 2022, doi: 10.1109/ACCESS.2022.3187718.
• C. E. Sunal, V. Velisavljevic, V. Dyo, B. Newton, J. Newton, “Centrifugal Pump Fault Detection with Convolutional Neural Network Transfer Learning”, in MDPI Sensors, vol. 24, no. 8,
• doi: 10.3390/s24082442
• A. Kareem, H. Liu, V. Velisavljevic, “A privacy-preserving approach to effectively utilize distributed data for malaria image detection”, MDPI Bioengineering, accepted
• C. Theodorou, V. Velisavljevic, V. Dyo, F. Nonyelu, “From augmentation to inpainting: improving visual SLAM with signal enhancement techniques and GAN-based image inpainting”, IEEE Access, March 2024
• A. Kareem, H. Liu, V. Velisavljevic, “A federated learning framework for pneumonia image detection using distributed data”, Elsevier Healthcare Analytics, December 2023
• C. Theodorou, V. Velisavljevic, V. Dyo, “Visual SLAM for dynamic environments based on object detection and optical flow for dynamic object removal”, MDPI Sensors, October 2022
• C. Theodorou, V. Velisavljevic, V. Dyo, F. Nonyelu, “Visual SLAM algorithms and their application for AR, mapping, localization and wayfinding”, Elsevier Array, August 2022
• C. E. Sunal, V. Dyo, V. Velisavljevic, “Review of machine learning based fault detection for centrifugal pump induction motors”, IEEE Access, July 2022
• Hahne, A. Aggoun, V. Velisavljevic, A. Lumsdaine, “Real-time refocusing using an FPGA-based standard plenoptic camera,” IEEE Trans. on Industrial Electronics, December 2018
• Hahne, A. Aggoun, V. Velisavljevic, S. Fiebig, and M. Pesch “Baseline and triangulation in a standard plenoptic camera,” Int. Journal of Computer Vision, January 2018
• Chatziantoniou, B. Allen, V. Velisavljevic, P. Karadimas, J. Coon, “Energy detection based spectrum sensing over two-wave and diffuse power fading channels,” IEEE Transactions on Vehicular Technology, January 2017
• Velisavljevic, E. Cano, V. Dyo, B. Allen, “Wireless magnetic sensor network for road traffic monitoring and vehicle classification,” De Gruyter Transport and Telecommunication Journal, November 2016
• Hahne, A. Aggoun, V. Velisavljevic, S. Fiebig, M. Pesch, “Refocusing distance of a standard plenoptic camera,” OSA Optics Express 24, September 2016
• Chatziantoniou, B. Allen, V. Velisavljevic, “Threshold optimization for energy detection-based spectrum sensing over hyper-Rayleigh fading channels,” IEEE Communications Letters, June 2015
• Chakareski, V. Velisavljevic, V. Stankovic, “View-popularity-driven joint source and channel coding of view and rate scalable multi-view video,” IEEE Journal of Selected Topics in Signal Proc., Special Issue on Interactive Media Processing for Immersive Communication, April 2015
• Chatziantoniou, B. Allen, V. Velisavljevic, “Performance analysis of energy detection over hyper-Rayleigh fading channels,” IET Journal of Engineering, January 2015
• Hahne, A. Aggoun, S. Haxha, V. Velisavljevic, J. C. Jacome Fernandez, “Light field geometry of a standard plenoptic camera,” OSA Optics Express, Vol. 22, No. 26659-26673, 2014
• Chakareski, V. Velisavljevic, V. Stankovic, ”User-action-driven view and rate scalable multiview video coding,” IEEE Trans. on Image Proc., Special Issue on 3D Video Representation, Compression and Rendering, Sept. 2013
• Gelman, P. L. Dragotti, V. Velisavljevic, ”Low bit-rate multiview image coding using a layer-based representation,” IEEE Trans. on Image Proc., Sept. 2012
• Cheung, V. Velisavljevic, A. Ortega, ”On dependent bit allocation for multiview image coding & view synthesis,” IEEE Trans. on Image Proc., Nov. 2011 – The Best Paper Award by the IEEE SPS Japan Chapter
• Ekmekcioglu, V. Velisavljevic, S. T. Worrall, ”Content adaptive enhancement of multi-view depth maps for free viewpoint video,” IEEE Journal of Selected Topics in Signal Proc., April 2011
• Velisavljevic, ”Low-complexity iris coding and recognition based on directionlets,” IEEE Trans. on Information Forensics and Security, Sept. 2009
• Velisavljevic, B. Beferull-Lozano, M. Vetterli, ”Sparse-frequency quantization for image compression with directionlets,” IEEE Trans. on Image Proc., July 2007
• Velisavljevic, B. Beferull-Lozano, M. Vetterli, P. L. Dragotti, ”Directionlets: anisotropic multi-directional representation with separable filtering,” IEEE Trans. on Image Proc., July 2006

Conferences

• G. Taylor, C. Orr, A. Birley, S. Selitskiy, V. Velisavljevic, V. Schetinin, “Monitoring peatland changes at the Roman site of Magna, Northumberland, UK”, INQUA Roma 2023, Italy, July 2023
• Aksu, J. Chakareski, V. Velisavljevic, “Displacement error analysis of 6 DoF virtual reality”, 13^th Int. Conf. on Distributed Smart Cameras (ICDSC), Trento, Italy, September 2019
• Farag, V. Velisavljevic, “A novel disparity-assisted block matching-based approach for super-resolution of light field images”, 3DTV-Con, Stockholm, Sweden, June 2018
• Velisavljevic, C. Dorea, J. Chakareski, R. de Queiroz, "Convexity Characterization of Virtual View Reconstruction Error in Multi-view Imaging", MMSP 2017, Luton, UK, October 2017
• Farag, V. Velisavljevic, A. Aggoun, "A Hybrid Approach for Image Super-Resolution of Light Field Images", MMSP 2017, Luton, UK, October 2017
• Hahne, A. Aggoun, V. Velisavljevic, "The refocusing distance of a standard plenoptic photograph", 3DTV-Con, Special Session on Processing and delivery for novel immersive 3D media formats, Lisbon, Portugal, July 2015
• Chakareski, V. Velisavljevic, V. Stankovic, "Joint source and channel coding of view and rate scalable multi-view video", IEEE Int. Conf. on Image Proc. (ICIP), Paris, France, October 2014
• Chatziantoniou, B. Allen, V. Velisavljevic, "An empirical polarisation domain channel availability model for cognitive radio", IEEE Int. Symposium on Personal Indoor and Mobile Comms (PIMRC), Washington D.C., September 2014
• Hahne, A. Aggoun, S. Haxha, V. Velisavljevic, J. C. Jacome Fernandez, "Baseline of virtual cameras acquired by a standard plenoptic camera setup", 3DTV-CON, Budapest, Hungary, July 2014
• Chatziantoniou, B. Allen, V. Velisavljevic, "An HMM-based Spectrum Occupancy Predictor for Energy Efficient Cognitive Radio", IEEE Int. Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC), London, UK, September 2013
• Velisavljevic, J. Chakareski, V. Stankovic, "Scalable multiview user-adaptive video coder", Int. Conf. Dig. Sign. Proc. (DSP), Santorini, Greece, July 2013, invited paper
• Chatziantoniou, B. Allen, V. Velisavljevic, "Channel occupancy prediction for cognitive radio using an HMM", IC1004, Bristol, UK, September 2012
• Gelman, P. L. Dragotti, V. Velisavljevic, "Interactive multiview image coding", IEEE Int. Conf. on Image Proc. (ICIP), Brussels, Belgium, Sept. 2011, invited paper
• Gelman, P. L. Dragotti, V. Velisavljevic, "Centralized and interactive compression of multi-view images", SPIE Applications of Digital Image Processing XXXIV, San Diego, CA, August 2011, invited paper
• Velisavljevic, V. Stankovic, J. Chakareski, G. Cheung, "View and rate scalable multiview image coding with depth-image-based rendering", Int. Conf. on Digital Signal Proc. (DSP), Corfu, Greece, July 2011, invited paper
• Sundaram, V. Velisavljevic, Y. Qin, "Hotflashes: thumbnailing videos of social gatherings by detecting camera flash illuminated frames", IEEE Int. Conf. on Multimedia & Expo (ICME), Barcelona, Spain, July 2011
• Velisavljevic, G. Cheung, J. Chakareski, "Bit allocation for multiview image compression using cubic synthesized view distortion model", Workshop on Hot Topics in 3D at IEEE Int. Conf. on Multimedia&Expo (ICME), Barcelona, Spain, July 2011
• Liu, G. Cheung, V. Velisavljevic, Y. Ji, E. Ekmekcioglu, "Joint source / channel coding for WWAN multiview video multicast with cooperative peer-to-peer repair", IEEE Packet Video Workshop (PV), Hong Kong, December 2010
• Velisavljevic, G. Cheung, J. Chakareski, "Optimal rate allocation for view synthesis along continuous viewpoint location in multiview imaging", IEEE Picture Coding Symposium (PCS), Nagoya, Japan, December 2010
• Cheung, V. Velisavljevic, "Optimal bit allocation and view synthesis for multiview image coding", IEEE Int. Workshop on Multimedia Signal Proc. (MMSP), Saint-Malo, France, October 2010
• Cheung, V. Velisavljevic, "Efficient bit allocation for multiview image coding and view synthesis", IEEE Int. Conf. on Image Proc. (ICIP), Hong Kong, September 2010
• Gelman, P. L. Dragotti, V. Velisavljevic, "Multiview image compression using a layer-based representation", IEEE Int. Conf. on Image Proc. (ICIP), Hong Kong, September 2010
• Morbee, V. Velisavljevic, M. Mrak, W. Philips, "Scalable feature-based video retrieval for mobile devices", ACM Int. Conf. on Internet Multimedia Computing and Service (ICIMCS), Kunming, Yunnan, China, November 2009
• Velisavljevic, "Low-complexity iris recognition with oriented wavelets", IEEE Int. Conf. on Image Proc. (ICIP), Cairo, Egypt, November 2009
• Ekmekcioglu, V. Velisavljevic, S. T. Worrall, "Efficient edge, motion and depth-range adaptive processing for enhancement of multi-view depth map sequences", IEEE Int. Conf., on Image Proc. (ICIP), Cairo, Egypt, November 2009
• Gelman, P. L. Dragotti, V. Velisavljevic, "Layer-based multiview image compression", MobiMedia, London, UK, September 2009
• Ekmekcioglu, V. Velisavljevic, S. T. Worrall, "Edge and motion-adaptive median filtering for multi-view depth map enhancement", IEEE Picture Coding Symposium (PCS), Chicago, IL, May 2009
• Velisavljevic, "Edge-preservation resolution enhancement with oriented wavelets", IEEE Int. Conf. on Image Proc. (ICIP), San Diego, CA, October 2008
• Velisavljevic, "Image interpolation using oriented wavelet transforms", EURASIP European Signal Proc. Conf. (EUSIPCO), Lausanne, Switzerland, August 2008
• Velisavljevic, M. Mrak, A. Kondoz, "Application of directionlets in video coding", IET Visual Information Engineering (VIE), Xi'an, China, July 2008
• Velisavljevic, R. Coquoz, "Image interpolation with directionlets", IEEE Int. Conf. on Acoustics, Speech and Signal Proc. (ICASSP), Las Vegas, NV, April 2008
• Velisavljevic, B. Beferull-Lozano, M. Vetterli, "Efficient image compression using directionlets", IEEE Int. Conf. on Information, Communications and Signal Proc. (ICICS), Singapore, December 2007
• Velisavljevic, B. Beferull-Lozano, M. Vetterli, "Space-frequency quantization using directionlets", IEEE Int. Conf. on Image Proc. (ICIP), San Antonio, TX, Sept. 2007
• Velisavljevic, B. Beferull-Lozano, M. Vetterli, "Efficient zerotree-based image compression with directionlets", EURASIP European Signal Proc. Conf. (EUSIPCO), Poznan, Poland, September 2007
• Velisavljevic, B. Beferull-Lozano, M. Vetterli, P. L. Dragotti, "Image representation and compression using directionlets", SPIE Photonics & Optics, Wavelets XII, San Diego, CA, August 2007, invited paper
• Velisavljevic, B. Beferull-Lozano, M. Vetterli, P. L. Dragotti, "Low-rate reduced complexity image compression using directionlets", IEEE Int. Conf. on Image Proc. (ICIP), Atlanta, GA, October 2006
• Velisavljevic, B. Beferull-Lozano, M. Vetterli, P. L. Dragotti, "Directionlets: anisotropic multi-directional representation with separable filtering", Int. Workshop on Wavelets and Applications (WavE), Lausanne, Switzerland, July 2006
• Velisavljevic, B. Beferull-Lozano, M. Vetterli, P. L. Dragotti, "Approximation power of directionlets", IEEE Int. Conf. on Image Proc. (ICIP), Genova, Italy, September 2005
• Velisavljevic, B. Beferull-Lozano, M. Vetterli, P. L. Dragotti, "Discrete multi-directional wavelet bases", IEEE Int. Conf. on Image Proc. (ICIP), Barcelona, Spain, September 2003
• L. Dragotti, V. Velisavljevic, M. Vetterli, B. Beferull-Lozano, "Discrete directional wavelet bases and frames for image compression and denoising", SPIE Int. Conf. on Wavelet Applications in Signal and Image Proc., Wavelets X, San Diego, CA, August 2003, invited paper
• L. Dragotti, V. Velisavljevic, M. Vetterli, B. Beferull-Lozano, "Discrete directional wavelet bases for image compression", Int. Conf. on Visual Communications and Image Proc. (VCIP), Lugano, Switzerland, July 2003, invited paper
• Velisavljevic, P. L. Dragotti, M. Vetterli, "Directional wavelet transforms and frames", IEEE Int. Conf. on Image Proc. (ICIP), Rochester, NY, September 2002
• L. Dragotti, M. Vetterli, V. Velisavljevic, "Directional wavelets and wavelet footprints for compression and denoising", Int. Workshop of Advanced Methods for Multimedia Signal Proc. (IWDC), Capri, Italy, September 2002, invited paper
• Velisavljevic and M. Popovic, "Image compression using wavelet transform with various types of extension", Int. Workshop on Electrical Engineering (ETRAN), Soko Banja, Serbia, June 2000
• Velisavljevic and Z. Dobrosavljevic, "Detection of DTMF Signals Using FFT", Int. Telecommunication Forum (TELFOR), Belgrade, Serbia, November 1997

Patents

• C. E. Sunal, V. Velisavljevic, V. Dyo, B. Newton, J. Newton, “Fault detection and monitoring for electric pump motors”, Patent file GB2402869.8, pending
• Dyo, V. Velisavljevic, J. Newton, B. Newton, C. E. Sunal, “Fault Detection and Monitoring for Electric Pump Motors”, GB P377888, pending
• S. Sundaram, V. Velisavljevic, "Feature extraction and automatic annotation of flash illuminated video data in unconstrained video streams", EP2426620, patent granted in March 2012
• V. Velisavljevic, "Method for encoding texture data of free viewpoint television signals, corresponding method for decoding and texture encoder and decoder", EP2375746, patent granted in October 2011
• S. Sundaram, V. Velisavljevic, "Detection of flash illuminated scenes in video clips and related ranking of video clips", EP2345978, patent granted in July 2011
• V. Velisavljevic, "Iris feature extraction, identification and verification system based on directionlets", EP2138950, patent granted in October 2010

Theses

• V. Velisavljevic, "Directionlets: anisotropic multi-directional representation with separable filtering", Ph.D. Thesis no. 3358(2005), LCAV, School of Computer and Communication Sciences, EPFL, Lausanne, Switzerland, October 2005
• V. Velisavljevic, "Applications of the wavelet transform in image compression", MSc. Thesis, School of Electrical Engineering, University of Belgrade, Serbia, September 2000