| # | Alumnus Profile | Ph.D. awarded | Dissertation |
| 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 |
