| # |
Alumnus Profile
|
Ph.D. awarded
|
Dissertation
|
| 82 |
Manuel Ballester
| August 2025 |
Physics-Informed and Data-Driven Methods for Computational Imaging and Sensing
|
| 81 |
Petros Nyfantis
| June 2025 |
Statistical Methods for Image Processing
|
| 80 |
Hui Lin
| August 2025 |
Deep Learning for Medical Image Analysis: From Single-Modality, Transfer-Modality to Multi-Modality
|
| 79 |
Georgios Petmezas
| June 2025 |
Predictive modelling for the prevention of complications of heart failure patients using artificial intelligence and deep learning techniques
|
| 78 |
Leandros Stefanopoulos
| January 2025 |
Predicting mental health indices with artificial intelligence and machine learning
|
| 77 |
Xinyi Wu
| August 2024 |
Deep Generative Models for Video-Based Content Synthesis
|
| 76 |
Shamal Lalvani
| August 2024 |
Machine Learning With Psychological Models of Decision Making
|
| 75 |
Peng Kang
| June 2024 |
Event-driven Processing and Learning with Spiking Neural Networks
|
| 74 |
Yunan Wu
| June 2024 |
Weak Supervision in Deep Learning for Medical Imaging and Astrophysics
|
| 73 |
Xijun Wang
| March 2024 |
Deep Learning Applied to Image and Video Processing
|
| 72 |
Henry Chopp
| June 2023 |
On Adaptive Time-Constrained Macro X-Ray Fluorescence Scanning and Analysis of Works of Art
|
| 71 |
Fernando Pérez Bueno
| June 2022 |
Improvement, Classification and Interpretation of Cancer Histological Images using Probabilistic Models
|
| 70 |
Miguel López-Pérez
| June 2022 |
Probabilistic Methods for Image and Signal Classification. Applications to Medicine and Volcanology
|
| 69 |
Srutarshi Banerjee
| June 2022 |
Learning based Intelligent Imaging
|
| 68 |
Emanuel Azcona
| June 2022 |
Geometric deep learning in neuroimaging and human reward behavior
|
| 67 |
Semih Barutcu
| June 2022 |
Analytical Methods and Deep Priors on X-ray Ptychography, Computed Tomography, and Computed Laminography
|
| 66 |
Santiago Lopez Tapia
| June 2021 |
Modelos de Aprendizaje Profundo para el Procesamiento y Clasificación de Imágenes y Vídeo
|
| 65 |
Pablo Morales-Alvarez
| June 2020 |
Development of New Machine Learning Models Based on Gaussian Processes. Applications to Remote Sensing and Astrophysics
|
| 64 |
Yanran Wang
| June 2019 |
Neural Network Design and Modulation for Medical Image and Video Segmentation
|
| 63 |
Sara Bahaadini
| December 2019 |
Discriminative Dimensionality Reduction Using Deep Neural Networks
|
| 62 |
Arjun Punjabi
| June 2020 |
Multimodal Data Fusion and Feature Visualization in Convolutional Neural
|
| 61 |
Alice Lucas
| June 2020 |
Deep Perceptual Losses and Self-supervised Fine-tuning for Image and Video Super-resolution
|
| 60 |
Juan Gabriel Serra Perez
| June 2019 |
Imágenes milimétricas pasivas: procesamiento y mejora para la detección de amenazas
|
| 59 |
Arun Sankisa
| December 2018 |
Neural Network Approaches for Video Transmission, Motion Estimation and Error Concealment
|
| 58 |
Neda Rohani
| December 2018 |
Machine Learning for Multi-Sensory Data
|
| 57 |
Seunghwan Yoo
| June 2018 |
3D Image Reconstruction from Multi-Focus Microscopy
|
| 56 |
Qiqin Dai
| June 2017 |
Solution of Inverse Problems using Learning
|
| 55 |
Evaggelia Tsiligianni
| June 2016 |
Construction of approximately equiangular tight frames and their applications
|
| 54 |
Matthew Woods
| August 2016 |
Image Super-Resolution Enhancements for Airborne Sensors
|
| 53 |
Armin Kappeler
| June 2016 |
Deep Neural Networks with Applications in Image and Video Classification and Recovery
|
| 52 |
Reza Borhani
| June 2016 |
Sparse and Low-rank Problems in Machine Learning and Signal Processing
|
| 51 |
Leonidas Spinoulas
| June 2016 |
Design and Analysis of Coded Mask Imaging Systems
|
| 50 |
Michael Iliadis
| June 2016 |
Sparse Representation and Deep Learning for Image and Video Reconstruction
|
| 49 |
Jeremy Watt
| December 2015 |
Feature Learning: Novel Algorithms and Unifying Perspectives
|
| 48 |
Pablo Ruiz Mataran
| September 2015 |
Bayesian Modeling and Inference in Image Recovery and Classification Problems
|
| 47 |
Bao Wang
| June 2015 |
Image Segmentation and Its Applications to Biomedical Imaging
|
| 46 |
Zhaofu Chen
| June 2014 |
Multidimensional Signal Processing for Sparse and Low-Rank Problems ( EECS Best Thesis Award)
|
| 45 | Xin Xin | June 2014 |
Compact Descriptors for Visual Search
|
| 44 | Li Gao | June 2014 |
Use of Global and Local Features for Fast Video Search
|
| 43 |
Bruno Amizic
| June 2014 |
Bayesian Blind Image Restoration
|
| 42 |
Martin Luessi
| August 2011 |
Bayesian Approaches to Inverse Problems in Functional Neuroimaging
|
| 41 |
Xiaoming Yin
| June 2011 |
Exponential Signal Decay Models for Quantitative Gradient Echo Magnetic Resonance Imaging
|
| 40 |
Louis Terry
| March 2011 |
Audio-Visual Asynchrony Modeling and Analysis for Speech Alignment and Recognition
|
| 39 |
Eren Soyak
| March 2011 |
Tracking Optimized Video Compression
|
| 38 |
Fan Jiang
| December 2010 |
Anomalous Event Detection from Surveillance Video
|
| 37 |
Glafkos Stratis
| June 2010 |
Quantization of Polarization States through Scattering Mechanisms
|
| 36 |
Passant Karunaratne
| June 2010 |
Pre-Processing and Post- Processing Methods for Video Compression
|
| 35 |
Ehsan Maani
| December 2009 |
Cross-layer design for robust video delivery over unreliable networks
|
| 34 |
Sevket Derin Babacan
| December 2009 |
Bayesian Techniques for Image Recovery
|
| 33 |
Stefanos Belekos
| June 2009 |
Bayesian Techniques for Super-Resolution of Compressed and Uncompressed Video
|
| 32 |
Peshala Pahalawatta
| December 2007 |
Downlink Packet Scheduling and Resource Allocation for Multiuser Video Transmission Over Wireless Networks
|
| 31 |
Sotirios Tsaftaris
| June 2006 |
DNA -based storage and retrieval of digital signals
|
| 30 |
Zhu
Li
| June 2004 |
Rate-distortion optimal video summarization and video retrieval based on principal component space geometry matching
|
| 29 |
Zhilin Wu
| June 2004 |
Multimodal signal processing with MPEG -4 facial animation parameters
|
| 28 |
Haohong Wang
| June 2004 |
Optimal object -based video processing and communications
|
| 27 | Petar Aleksic | June 2004 |
Audio-Visual Interactions in Multimodal Communications Using Facial Animation Parameters
|
| 26 | Yiftach Eisenberg | June 2004 |
Energy efficiency and the role of quality metrics in wireless video communications
|
| 25 |
Fan Zhai
| June 2004 |
Optimal cross-layer resource allocation for real-time video transmission over packet lossy networks
|
| 24 |
Francisco Javier Abad Ortega
| June 2002 |
Bayesian image restoration and reconstruction using multichannel decompositions
|
| 23 |
Antonio Lopez
| June 2002 |
Parameter Estimation in Bayesian Reconstruction of SPECT Images using Gauss Markov Models
|
| 22 |
Christopher Andrew Segall
| June 2002 |
Framework for the Post- Processing, Super-Resolution and Deblurring of Compressed Video
|
| 21 |
Carlos E. Luna
| June 2002 |
Video Quality and Network Efficiency Trade-Offs in Video Streaming Applications
|
| 20 |
Laura Drake
| June 2001 |
Sound Source Separation via Computational Auditory Scene Analysis (CASA)-Enhanced Beamforming.
|
| 19 |
Jay J. Williams
| May 2000 |
Speech-to-Video Conversion for Individuals with Impaired Hearing
|
| 18 |
Gerry Melnikov
| May 2000 |
Operationally optimal shape coding
|
| 17 |
Faisal Ishtiaq
| June 1999 |
H.263 scalable video coding and transmission at very low bitrates
|
| 16 |
Lisimachos P. Kondi
| June 1999 |
Low Bit-Rate SNR Scalable Video Coding and Transmission
|
| 15 |
Chun-Jen Tsai
| December 1998 |
Disparity and Motion Field Estimation in Bi-channel Video Sequences
|
| 14 |
Javier Mateos Delgado
| June 1998 |
Automatic reconstruction of compressed images by discrete cosine transform using Bayesian methods
|
| 13 |
Damon Tull
| June 1998 |
Blur-assisted image sequence processing
|
| 12 |
Min-Cheol Hong
| December 1997 |
Adaptive regularized image and video restoration
|
| 11 |
Guido M. Schuster
| June 1996 |
A video compression scheme with optimal bit allocation among segmentation, motion and residual error
|
| 10 |
Brian C. Tom
| December 1995 |
Reconstruction of a high resolution image from multiple degraded mis-registered low resolution images
|
| 9 |
Taner Ozcelik
| June 1995 |
A Very Low Bit Rate Video Codec
|
| 8 |
John A. Goyette
| December 1994 |
Evaluation of the point spread function for restoration of autoradiographic images
|
| 7 |
Mark Banham
| June 1994 |
Wavelet-Based Image Restoration Techniques
|
| 6 |
Moon Gi Kang
| June 1994 |
Adaptive Iterative Image Restoration Algorithms
|
| 5 |
James C. Brailean
| December 1993 |
Recursive Displacement Field Estimation with Application to Image Sequence Processing
|
| 4 |
Cheuk L. Chan
| December 1993 |
Image Sequence Filtering and Displacement Field Estimation Under Quantum-Limited Imaging Conditions
|
| 3 |
Serafim Efstratiadis
| December 1991 |
Adaptive constrained recursive motion field and image sequence estimation
|
| 2 |
Kuen Tsair Lay
| December 1991 |
Maximum likelihood iterative image identification and restoration
|
| 1 |
Joon K. Paik
| June 1990 |
Image Restoration and Edge Detection Using Neural Networks
|
