Matthew Turk | Academic Influence

Matthew Turk's AcademicInfluence.com Rankings

Matthew Turk

Computer Science

#2652

World Rank

#2774

Historical Rank

Database

#647

World Rank

#678

Historical Rank

Artificial Intelligence

#890

World Rank

#907

Historical Rank

computer-science Degrees

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Computer Science

Matthew Turk's Degrees

PhD Computer Science University of California, Davis
Masters Computer Science University of California, Davis
Bachelors Computer Science University of California, Davis

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Why Is Matthew Turk Influential?

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According to Wikipedia, Matthew Turk is the President of the Toyota Technological Institute at Chicago, and a professor emeritus and former department chair of the Department of Computer Science and the Media Arts and Technology Program at the University of California, Santa Barbara, California. He was named a Fellow of the Institute of Electrical and Electronics Engineers in 2013 for his contributions to computer vision and perceptual interfaces. In 2014, Turk was also named a Fellow of the International Association for Pattern Recognition for his contributions to computer vision and vision based interaction. In January 2021, he was named a Fellow of the Association for Computing Machinery for contributions to face recognition, computer vision, and multimodal interaction.

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Matthew Turk's Published Works

Number of citations in a given year to any of this author's works

Total number of citations to an author for the works they published in a given year. This highlights publication of the most important work(s) by the author

Published Works

Eigenfaces for Recognition (1991) (15328)
Face recognition using eigenfaces (1991) (3214)
Evaluation of Interest Point Detectors and Feature Descriptors for Visual Tracking (2011) (455)
VITS-A Vision System for Autonomous Land Vehicle Navigation (1988) (436)
Multimodal interaction: A review (2014) (361)
Robust hand detection (2004) (335)
Manifold Based Analysis of Facial Expression (2004) (285)
Gesture modeling and recognition using finite state machines (2000) (274)
View-based interpretation of real-time optical flow for gesture recognition (1998) (273)
Non-photorealistic camera: depth edge detection and stylized rendering using multi-flash imaging (2004) (257)
Transformed Social Interaction: Decoupling Representation from Behavior and Form in Collaborative Virtual Environments (2004) (248)
Effective representation using ICA for face recognition robust to local distortion and partial occlusion (2005) (243)
Fast 2D Hand Tracking with Flocks of Features and Multi-Cue Integration (2004) (234)
Attribute-based people search in surveillance environments (2009) (222)
Perceptual user interfaces (2000) (211)
FISHER NON-NEGATIVE MATRIX FACTORIZATION FOR LEARNING LOCAL FEATURES (2004) (194)
World-stabilized annotations and virtual scene navigation for remote collaboration (2014) (174)
Perceptual user interfaces (introduction) (2000) (173)
Transformed social interaction, augmented gaze, and social influence in immersive virtual environments (2005) (155)
A Random Walk through Eigenspace (2001) (144)
Manifold of facial expression (2003) (139)
Probabilistic expression analysis on manifolds (2004) (137)
Integrating the physical environment into mobile remote collaboration (2012) (137)
A survey of image retargeting techniques (2010) (136)
Eigenfaces for Face Recognition (1991) (116)
In touch with the remote world: remote collaboration with augmented reality drawings and virtual navigation (2014) (112)
Optimizing the Viewing Graph for Structure-from-Motion (2015) (111)
Emerging Topics in Computer Vision (2004) (106)
Keyboards without Keyboards: A Survey of Virtual Keyboards (2002) (99)
Computer vision in the interface (2004) (98)
TranslatAR: A mobile augmented reality translator (2011) (97)
Analysis of rotational robustness of hand detection with a Viola-Jones detector (2004) (95)
Non-negative matrix factorization framework for face recognition (2005) (92)
Temporal Integration for Continuous Multimodal Biometrics (2003) (91)
Tracking self-occluding articulated objects in dense disparity maps (1999) (90)
Vision-based interfaces for mobility (2004) (86)
Location-based augmented reality on mobile phones (2010) (83)
Automatic 3D Facial Expression Analysis in Videos (2005) (80)
Video road-following for the autonomous land vehicle (1987) (80)
Introduction to the Special Section on Real-World Face Recognition (2011) (76)
Efficient partial shape matching using Smith-Waterman algorithm (2008) (76)
EVSAC: Accelerating Hypotheses Generation by Modeling Matching Scores with Extreme Value Theory (2013) (71)
Exploiting Depth Discontinuities for Vision-Based Fingerspelling Recognition (2004) (70)
Theia: A Fast and Scalable Structure-from-Motion Library (2015) (67)
A multilevel image thresholding segmentation algorithm based on two-dimensional K-L divergence and modified particle swarm optimization (2016) (65)
A hand-held AR magic lens with user-perspective rendering (2012) (64)
Non-photorealistic camera: depth edge detection and stylized rendering using multi-flash imaging (2006) (62)
Constructing finite state machines for fast gesture recognition (2000) (61)
Specular reflection reduction with multi-flash imaging (2004) (60)
Multimodal interaction with a wearable augmented reality system (2006) (59)
Face Processing: Models For Recognition (1990) (59)
Car-Rec: A real time car recognition system (2011) (59)
Hand Tracking with Flocks of Features (2005) (56)
The isometric self-organizing map for 3D hand pose estimation (2006) (51)
Live tracking and mapping from both general and rotation-only camera motion (2012) (49)
Interactive-time vision: face recognition as a visual behavior (1991) (45)
Solving for Relative Pose with a Partially Known Rotation is a Quadratic Eigenvalue Problem (2014) (45)
Real-time view-based face alignment using active wavelet networks (2003) (45)
Efficient Computation of Absolute Pose for Gravity-Aware Augmented Reality (2015) (43)
Active Wavelet Networks for Face Alignment (2003) (43)
Perceptual Interfaces (2003) (43)
Vision based hand gesture interfaces for wearable computing and virtual environments (2004) (42)
Visual interaction with lifelike characters (1996) (42)
Automatic text detection for mobile augmented reality translation (2011) (42)
Automatic Hot Spot Detection and Segmentation in Whole Body FDG-PET Images (2006) (42)
Large Scale SfM with the Distributed Camera Model (2016) (42)
Automatic Cricket Highlight Generation Using Event-Driven and Excitement-Based Features (2018) (41)
gDLS: A Scalable Solution to the Generalized Pose and Scale Problem (2014) (41)
The Autonomous Land Vehicle (ALV) Preliminary Road-Following Demonstration (1985) (39)
The Postural Comfort Zone for Reaching Gestures (2003) (39)
Multimodal Human-Computer Interaction (2005) (35)
Interpreting 2D gesture annotations in 3D augmented reality (2016) (34)
Non-photorealistic camera: depth edge detection and stylized rendering using multi-flash imaging (2004) (32)
Spatio-Temporal Detection of Divided Attention in Reading Applications Using EEG and Eye Tracking (2015) (32)
Generalized autofocus (2011) (30)
Discontinuity preserving stereo with small baseline multi-flash illumination (2005) (29)
Multi-view Appearance-based 3D Hand Pose Estimation (2006) (29)
CLEAR: Cumulative LEARning for One-Shot One-Class Image Recognition (2018) (29)
Proceedings of the 24th ACM international conference on Multimedia (2006) (28)
Moving from GUIs to PUIs (1998) (27)
Efficiently selecting spatially distributed keypoints for visual tracking (2011) (27)
An Objective Measure for Postural Comfort (2003) (27)
Color Road Segmentation And Video Obstacle Detection (1987) (27)
Improving Keypoint Orientation Assignment (2011) (24)
Continuous Multimodal Authentication Using Dynamic Bayesian Networks (2006) (23)
Recognition in face space (1991) (22)
Introduction to the Special Issue on Mobile Vision (2012) (22)
Gesture Recognition in Handbook of Virtual Environment Technology (2001) (22)
Tracking articulated objects in dense disparity maps (1999) (21)
A New Biased Discriminant Analysis Using Composite Vectors for Eye Detection (2008) (20)
Multi-view gesture annotations in image-based 3D reconstructed scenes (2016) (19)
TLA Based Face Tracking (2002) (19)
Computing similarity transformations from only image correspondences (2015) (19)
User-perspective augmented reality magic lens from gradients (2014) (19)
Structured Light Based Depth Edge Detection for Object Shape Recovery (2005) (19)
SWIGS: A Swift Guided Sampling Method (2013) (18)
Shape classification through structured learning of matching measures (2009) (17)
Eigenfaces and Beyond (2005) (17)
Using structured light for efficient depth edge detection (2008) (16)
Non-Visual Navigation Using Combined Audio Music and Haptic Cues (2014) (15)
Model Estimation and Selection towards Unconstrained Real-Time Tracking and Mapping. (2013) (13)
Detecting Markers in Blurred and Defocused Images (2013) (13)
Model Estimation and Selection towardsUnconstrained Real-Time Tracking and Mapping (2014) (13)
Multisensory embedded pose estimation (2011) (12)
Computer Vision for Mobile Augmented Reality (2015) (12)
Face Verification in Polar Frequency Domain: A Biologically Motivated Approach (2005) (12)
Multimodal transformed social interaction (2004) (11)
A compact, wide-FOV optical design for head-mounted displays (2016) (11)
User-Perspective AR Magic Lens from Gradient-Based IBR and Semi-Dense Stereo (2017) (10)
Over twenty years of eigenfaces (2013) (10)
Specular highlights detection and reduction with multi-flash photography (2006) (10)
Multiflash Stereopsis: Depth-Edge-Preserving Stereo with Small Baseline Illumination (2008) (10)
A Superwide-FOV Optical Design for Head-Mounted Displays (2016) (9)
A Fine-Motion Planning Algorithm (1985) (9)
Tracking articulated self - occluding objects in dense disparity maps (1999) (9)
Local approach for face verification in polar frequency domain (2006) (9)
Human Activity Recognition Using Local Shape Descriptors (2010) (9)
Recognition of Isolated Fingerspelling Gestures Using Depth Edges (2005) (9)
Flocks of Features for Tracking Articulated Objects (2005) (9)
The Hierarchical Isometric Self-Organizing Map for Manifold Representation (2007) (9)
Field-of-view extension for VR viewers (2017) (8)
Proceedings of the 14th annual ACM international conference on Multimedia (2006) (8)
A projector-camera setup for geometry-invariant frequency demultiplexing (2009) (8)
Gaze and head pointing for hands-free text entry: applicability to ultra-small virtual keyboards (2018) (8)
Face Recognition without Features (1990) (8)
PPV: Pixel-Point-Volume Segmentation for Object Referencing in Collaborative Augmented Reality (2016) (7)
Motivating Crowds to Volunteer Neighborhood Data (2015) (7)
Emotional Expression in Virtual Agents Through Body Language (2005) (7)
Extreme field-of-view for head-mounted displays (2017) (7)
On Preserving Structure in Stereo Seam Carving (2015) (7)
Characterizing the shadow space of camera-light pairs (2008) (7)
Cascade of Box (CABOX) Filters for Optimal Scale Space Approximation (2014) (7)
3D Hand Pose Reconstruction with ISOSOM (2005) (6)
Eye Gaze Correction with a Single Webcam Based on Eye-Replacement (2015) (6)
Mono-spectrum marker: an AR marker robust to image blur and defocus (2014) (6)
BLT: Balancing Long-Tailed Datasets with Adversarially-Perturbed Images (2020) (6)
Dealing with Multi-Scale Depth Changes and Motion in Depth Edge Detection (2006) (6)
One-class slab support vector machine (2016) (6)
Dataset and Evaluation of Interest Point Detectors for Visual Tracking (2010) (5)
Evaluating snapping-to-photos virtual travel interfaces for 3D reconstructed visual reality (2017) (5)
Creative Collaborative Exploration in Multiple Environments (2008) (5)
Anchoring 2D gesture annotations in augmented reality (2016) (5)
Representing faces for recognition (1990) (5)
[POSTER] 2D-3D Co-segmentation for AR-based Remote Collaboration (2015) (5)
Specular reflection reduction using a multi-flash camera (2004) (5)
Harnessing real-world depth edges with multiflash imaging (2005) (5)
Efficient Depth Edge Detection Using Structured Light (2005) (4)
Multimodal Classification of EEG During Physical Activity (2019) (4)
Casual immersive viewing with smartphones (2016) (4)
Composition Context Photography (2015) (4)
Sparse Fusion for Multimodal Transformers (2021) (4)
Improved outdoor augmented reality through "Globalization" (2013) (4)
Tracking articulated objects in stereo image sequences (1998) (3)
ANSAC: Adaptive Non-minimal Sample and Consensus (2017) (3)
A Review Of Color Vision And Imaging (1989) (3)
Illumination demultiplexing from a single image (2011) (3)
One-Class Meta-Learning: Towards Generalizable Few-Shot Open-Set Classification (2021) (3)
The non-photorealistic camera: automatic stylization with multi-flash imaging (2004) (3)
Proceedings of the perceptual user interfaces workshop (1997) (2)
The postural comfort zone for reaching gestures: (576992012-027) (2003) (2)
Poster: Investigating viewpoint visualizations for click & go navigation (2014) (2)
Automatic Head-size Equalization in Panorama Images for Video Conferencing (2005) (2)
Behavior Understanding for Arts and Entertainment (2015) (2)
Vision-Based Interaction (2013) (1)
Brief Introduction to the Special Issue on Behavior Understanding for Arts and Entertainment (2015) (1)
Proceedings of the 14th ACM International Conference on Multimedia, October 23-27, 2006, Santa Barbara, CA, USA (2006) (1)
The composition context in point-and-shoot photography (2011) (1)
� BY Matthew Turk (2003) (1)
Discriminant Subspace Analysis for Face Recognition with Small Number of Training Samples (2005) (1)
Attribute-Based People Search (2009) (1)
Detection and modeling of depth discontinuities with lighting and viewpoint variation (2006) (1)
Hybrid orbiting-to-photos in 3D reconstructed visual reality (2018) (1)
Automatic 3 D Facial Expression Editing in Videos (2005) (1)
Densification of Semi-Dense Reconstructions for Novel View Generation of Live Scenes (2017) (1)
ARPA Unmanned Ground Vehicle 94-09450 Stereo Visicon 94 l 09 ll 0 11111 Illl In IiU III ! Program (0)
ANSAC : Adaptive Non-minimal Sample and Consensus Supplemental Material (2017) (0)
Design Space and Viewpoint Visualizations for Single-Click 3 D Navigation (2015) (0)
Task-Driven Active Vision for Security and Surveillance. (1996) (0)
Proceedings of the 10th International Conference on Multimodal Interfaces, ICMI 2008, Chania, Crete, Greece, October 20-22, 2008 (2008) (0)
Chapter 10 PERCEPTUAL INTERFACES (2004) (0)
A prototype setup to integrate the physical environment into mobile remote collaboration (2012) (0)
Face recognition system (2010) (0)
Efficient and Scene-Adaptive Capture of Focal Stacks (2010) (0)
Automatic 3D facial expression analysis in videos - eScholarship (2005) (0)
Autonomous land vehicle navigation and steering control concepts andsensors (1986) (0)
AUTOMATICHOT SPOTDETECTIONAND SEGMENTATIONINWHOLE BODY FDG-PETIMAGES (2006) (0)
Foreword to CVPR4HB 2009 Workshop (2009) (0)
Location -based augmented reality on cellphones (2009) (0)
Chapter 1 Computer Vision for Mobile Augmented Reality (2015) (0)
High-order regularization for stereo color editing (2015) (0)
2015 IEEE International Symposium on Mixed and Augmented Reality, ISMAR 2015, Fukuoka, Japan, September 29 - Oct. 3, 2015 (2015) (0)
Tracking Articulated Structures in Stereo Image Sequences (1999) (0)
New Interaction Metaphors Multimodal Interaction with a Wearable Augmented Reality System 62 Visualization Environments Augmented Reality Uses Tunnel Tool (0)
Proceedings of the 14th ACM International Conference on Multimedia, Santa Barbara, CA, USA, October 23-27, 2006 (2006) (0)
There are still obstacles to achieving general, robust, high-performance computer vision systems. The last decade, however, has seen significant progress in vision technologies for human-computer interaction. (2004) (0)
An Analysis of Shadows in Camera-Light Pairs and Its Application to Multiflash Depth Edge Detection (2007) (0)
* FIRST DRAFT * Chapter 10 . Gesture Recognition (1999) (0)
Acting to gain information (1993) (0)
Illumination for 360 degree cameras (2018) (0)
Chapter 10. Gesture Recognition (2003) (0)
Patent Number : 45 Date of Patent : 5 , 164 , 992 Nov . 17 , 1992 ( 54 ) FACE RECOGNITION SYSTEM (2017) (0)
Facial expression analysis on manifolds (2006) (0)
Computational Illumination (2010) (0)
Locating binary features for keypoint recognition using noncooperative games (2012) (0)
Proceedings of the 6th International Conference on Multimodal Interfaces, ICMI 2004, State College, PA, USA, October 13-15, 2004 (2004) (0)
Toward a theory of face recognition (1990) (0)

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What Schools Are Affiliated With Matthew Turk?

Matthew Turk is affiliated with the following schools: