Parham Aarabi
Canadian professor and entrepreneur
Parham Aarabi's AcademicInfluence.com Rankings


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Engineering Computer Science
Parham Aarabi's Degrees
- Bachelors Electrical and Computer Engineering University of Tehran
Why Is Parham Aarabi Influential?
(Suggest an Edit or Addition)According to Wikipedia, Parham Aarabi is a professor and entrepreneur from Toronto, Canada. Career Aarabi is a professor at University of Toronto and Canada Research Chair in Internet Video, Audio, and Image Search. He has a Ph.D. in Electrical Engineering from Stanford University. He is the inventor of numerous patents and author of over 80 publications most of which focus on audio, image and video processing. His recent work has focused on new image processing techniques that detect faces and facial features, as well as new video search technologies for online video-sharing websites. He is the founder and CEO of ModiFace, a leading provider of Augmented Reality technology which was acquired in 2018 by L'Oreal. Aarabi has won several teaching and lecturing awards, including an international award from the IEEE. In 2005, he was named to the MIT Technology Review TR35 as one of the top 35 innovators in the world under the age of 35. He also received the 2007 Premier's Catalyst Award for Innovation . His work has appeared in the New York Times, the Discovery Channel, and Scientific American.
Parham Aarabi's Published Works
Published Works
- Enhanced sound localization (2004) (143)
- The Fusion of Distributed Microphone Arrays for Sound Localization (2003) (138)
- Phase-based dual-microphone robust speech enhancement (2004) (113)
- On the importance of phase in human speech recognition (2006) (103)
- Real-time face detection and lip feature extraction using field-programmable gate arrays (2006) (103)
- Robust sound localization using multi-source audiovisual information fusion (2001) (88)
- FLoSS: Facility location for subspace segmentation (2009) (87)
- Self-localizing dynamic microphone arrays (2002) (78)
- SSTVOS: Sparse Spatiotemporal Transformers for Video Object Segmentation (2021) (76)
- The automatic measurement of facial beauty (2001) (73)
- Adversarial Attacks on Face Detectors Using Neural Net Based Constrained Optimization (2018) (72)
- Solving the Uncapacitated Facility Location Problem Using Message Passing Algorithms (2010) (64)
- Evaluating real-time audio localization algorithms for artificial audition in robotics (2009) (56)
- Acoustic robot navigation using distributed microphone arrays (2004) (55)
- Tiny Videos: A Large Data Set for Nonparametric Video Retrieval and Frame Classification (2011) (46)
- Communication Over an Acoustic Channel Using Data Hiding Techniques (2006) (39)
- Phase-Based Dual-Microphone Speech Enhancement Using A Prior Speech Model (2007) (30)
- Low-Power Dual-Microphone Speech Enhancement Using Field Programmable Gate Arrays (2007) (28)
- Face detection using information fusion (2007) (28)
- Theory and design of multirate sensor arrays (2005) (27)
- Robust sound localization in 0.18 /spl mu/m CMOS (2005) (26)
- Multi-Sense Artificial Awareness (1999) (24)
- A new procedure, free from human assessment that automatically grades some facial skin structural signs. Comparison with assessments by experts, using referential atlases of skin ageing (2019) (23)
- Face Fusion: An Automatic Method For Virtual Plastic Surgery (2006) (22)
- LOHO: Latent Optimization of Hairstyles via Orthogonalization (2021) (22)
- Hybrid eye center localization using cascaded regression and hand-crafted model fitting (2017) (21)
- Robust sound localization using conditional time-frequency histograms (2003) (21)
- Robust digit recognition using phase-dependent time-frequency masking (2003) (21)
- Real-time sound localization using field-programmable gate arrays (2003) (20)
- ITERATIVE SPATIAL PROBABILITY BASED SOUND LOCALIZATION (2000) (20)
- Real-Time Deep Hair Matting on Mobile Devices (2017) (20)
- Multiple-microphone time-varying filters for robust speech recognition (2004) (19)
- Phased-Based Speech Processing (2005) (18)
- Localization-based sensor validation using the Kullback-Leibler divergence (2004) (17)
- Robust speech separation using time-frequency masking (2003) (16)
- Tiny Videos: Non-parametric Content-Based Video Retrieval and Recognition (2008) (16)
- Multi-channel time-frequency data fusion (2002) (15)
- Robust speech processing using multi-sensor multi-source information fusion - an overview of the state of the art (2004) (15)
- The continuous development of a complete and objective automatic grading system of facial signs from selfie pictures: Asian validation study and application to women of three ethnic origins, differently aged (2020) (14)
- The art of lecturing : a practical guide to successful university lectures and business presentations (2007) (13)
- Hair Segmentation Using Heuristically-Trained Neural Networks (2018) (13)
- Application of spatial likelihood functions to multicamera object localization (2001) (12)
- Real-time sound localization using field-programmable gate arrays (2003) (12)
- Variational Probabilistic Speech Separation Using Microphone Arrays (2007) (11)
- Robust multisource sound localization using temporal power fusion (2001) (10)
- Real-time dual-microphone speech enhancement using field programmable gate arrays (2005) (10)
- Robust digit recognition using phase-dependent time-frequency masking (2003) (10)
- Importance of Feature Locations in Bag-of-Words Image Classification (2007) (9)
- Virtual Fakes: DeepFakes for Virtual Reality (2019) (9)
- Robust variational speech separation using fewer microphones than speakers (2003) (9)
- Semantic Relation Preserving Knowledge Distillation for Image-to-Image Translation (2021) (9)
- Multi-sensor information fusion with application to multi-camera systems (2004) (8)
- A convolutional neural network for search term detection (2017) (8)
- The fusion of visual lip movements and mixed speech signals for robust speech separation (2004) (8)
- Predictive Dynamic User Interfaces for Interactive Visual Search (2006) (8)
- Automatic Segmentation of Hair in Images (2015) (8)
- Tiny Videos: A Large Dataset for Image and Video Frame Categorization (2009) (7)
- Adaptive time-frequency data fusion for speech enhancement (2003) (7)
- Robust variational speech separation using fewer microphones than speakers (2003) (7)
- Distributed Signal Processing in Sensor Networks (2005) (7)
- Multi-channel heart-beat detection (2013) (6)
- Rotation Invariance in Images (2007) (6)
- Comparing the self‐perceived effects of a facial anti‐aging product to those automatically detected from selfie images of Chinese women of different ages and cities (2021) (6)
- Driver drowsiness detection using multimodal sensor fusion (2004) (6)
- Robust speech separation using visually constructed speech signals (2002) (6)
- Variational Speech Separation of More Sources than Mixtures (2005) (6)
- Joint sound localization and orientation estimation (2003) (5)
- Signal Processing Basics (2005) (5)
- Fourier-based Rotation Invariant image features (2009) (5)
- Integrated displacement tracking and sound localization (2004) (5)
- Continuous Face Aging via Self-estimated Residual Age Embedding (2021) (5)
- Scene reconstruction using distributed microphone arrays (2003) (5)
- Virtual cardiologist — A conversational system for medical diagnosis (2013) (5)
- Time delay estimation and signal reconstruction using multi-rate measurements (2003) (5)
- Distributed spectrum estimation in sensor networks (2004) (5)
- The relation between speech segment selectivity and source localization accuracy (2002) (4)
- A quantitative evaluation of alcohol withdrawal tremors (2015) (4)
- Fusion of spatial and visual information for object tracking on iPhone (2013) (4)
- Time-frequency visualization of alcohol withdrawal tremors (2014) (4)
- Lightweight Real-time Makeup Try-on in Mobile Browsers with Tiny CNN Models for Facial Tracking (2019) (4)
- Relational Social Image Search (2013) (4)
- A Cyclic Interface for the Presentation of Multiple Music Files (2008) (3)
- A Novel Interface for Audio Search (2006) (3)
- Multichannel nonlinear phase analysis for time-frequency data fusion (2003) (3)
- Hybrid eye center localization using cascaded regression and robust circle fitting (2017) (3)
- Real-Time Object Tracking on iPhone (2011) (3)
- Extended touch user interfaces (2013) (3)
- Deep Graphics Encoder for Real-Time Video Makeup Synthesis from Example (2021) (3)
- Active object localization using speaker arrays (2003) (3)
- Equivalency of Bayesian multisensor information fusion and neural networks (2001) (3)
- Intelligent ad resizing (2010) (2)
- A Convolutional Neural Network for Search Term Detection-A Draft (2017) (2)
- Robust real-time audiovisual face detection (2004) (2)
- Precise Skin-Tone and Under-Tone Estimation by Large Photo Set Information Fusion (2015) (2)
- Exploring Gradient-based Multi-directional Controls in GANs (2022) (2)
- Time delay estimation and signal reconstruction using multi-rate measurements (2003) (2)
- Post Recognition Speech Localization (2005) (2)
- Multi-Microphone Phase-Based Speech Processing (2005) (2)
- The GIST and RIST of Iterative Self-Training for Semi-Supervised Segmentation (2021) (2)
- Skin lens: Skin assessment video filters (2014) (2)
- Spoken Term Detection Using Visual Spectrogram Matching (2008) (2)
- Evaluation of alcohol intoxication and withdrawal syndromes based on analysis of tremor signals (2017) (2)
- 7 surprising lessons learned from teaching iOS programming to 30,000+ MOOC students (2016) (2)
- The art of lecturing (2007) (2)
- Time delay estimation and signal reconstruction in multirate microphone arrays (2003) (1)
- Structural analysis of multisensor arrays for speech separation applications (2003) (1)
- Extended touch mobile user interfaces through sensor fusion (2013) (1)
- Empirical mode decomposition analysis of alcohol withdrawal tremor signals (2016) (1)
- Hair Segmentation Using Heuristically-Trained Neural Networks. (2016) (1)
- Mobile circular keyboards (2014) (1)
- Nail Polish Try-On: Realtime Semantic Segmentation of Small Objects for Native and Browser Smartphone AR Applications (2019) (1)
- Dynamic sound localization using spatial awareness networks (2000) (1)
- From images to maps (2009) (1)
- Cooperative Sensation : A Mechanism For Robust Human-Computer Interaction (2001) (1)
- Robust speech separation using two-stage independent component analysis (2003) (1)
- Synthesizing ultraviolet skin images via GAN with Gaussian weighted patch blending (2022) (0)
- Quantitative Measurement of VR Stereoscopic Video Recording Quality Based on Visual Acuity Loss (2019) (0)
- Single-Microphone Speech Processing (2005) (0)
- At the beginning of the lecture (2007) (0)
- Sparsifiner: Learning Sparse Instance-Dependent Attention for Efficient Vision Transformers (2023) (0)
- Objective and automatic grading system of facial signs from smartphones’ pictures in South African men: Validation versus dermatologists and characterization of changes with age (2023) (0)
- The Art of Lecturing: Effective tools/tricks to energize your lecture (2007) (0)
- Information theoretic design of space-constrained touch-based user interfaces (2014) (0)
- The Art of Lecturing: Common mistakes that turn good lectures into disasters (2007) (0)
- A Fourier-Based Global Descriptor For Image Matching (2007) (0)
- Diversity-Based Media Search (2022) (0)
- Extracting deep social relationships from photos (2014) (0)
- The Art of Lecturing: The lecturing mindset (2007) (0)
- At the end of the lecture (2007) (0)
- Old school basics (2007) (0)
- The Art of Lecturing: The art of academic lecturing (2007) (0)
- Eye-Controlled Computer Interface with Natural Head Movements (2017) (0)
- Fingerprint Image Compression Interoperability Analysis (2005) (0)
- The Impact of Electrode Density and Precision on Brain-Computer Interfaces (2020) (0)
- Making lectures come to life through labs (2007) (0)
- New AI Algorithm Learns Beyond its Training " (2016) (0)
- The Art of Lecturing: Things you should be aware of during the lecture (2007) (0)
- Family Medicine Forum Research Proceedings 2016 Vancouver, BC (2017) (0)
- Post Recognition Speech Localization (1997) (0)
- Mobile E-Commerce Data Processing Using Relational Memory (2017) (0)
- Hierarchical differential image filters for skin analysis (2016) (0)
- Supplementary Material — LOHO: Latent Optimization of Hairstyles via Orthogonalization (2021) (0)
- Supplementary Material for SSTVOS: Sparse Spatiotemporal Transformers for Video Object Segmentation (2021) (0)
- Learning from 1,000,000 user-uploaded faces (2009) (0)
- Lecturing in non-academic contexts (2007) (0)
- Active Object Localization Using Speaker (2003) (0)
- Robust speech localization using formant phase subtraction (2000) (0)
- LCN 2004 Reviewers (2004) (0)
- Dynamic Memory Regeneration (2020) (0)
- Automated audience polling on iPhone (2013) (0)
- The Art of Lecturing: General lecturing principles (2007) (0)
- Quantitative Evaluation of Hair Texture (2015) (0)
- The Art of Lecturing: The mechanics of professional presentations (2007) (0)
- Sound Localization-Based Navigational User Interfaces (2006) (0)
- The Art of Lecturing: Introduction (2007) (0)
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