Irfan Essa
#25,271
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American academic
Irfan Essa's AcademicInfluence.com Rankings
Irfan Essacomputer-science Degrees
Computer Science
#1331
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#1376
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Artificial Intelligence
#461
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#469
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Machine Learning
#476
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#482
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Database
#3339
World Rank
#3480
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Computer Science
Irfan Essa's Degrees
- Bachelors Computer Science Stanford University
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Why Is Irfan Essa Influential?
(Suggest an Edit or Addition)According to Wikipedia, Irfan Aziz Essa is a professor in the School of Interactive Computing of the College of Computing, and adjunct professor in the School of Electrical and Computer Engineering at the Georgia Institute of Technology . He is an associate dean in Georgia Tech's College of Computing and the director of the new Interdisciplinary Research Center for Machine Learning at Georgia Tech .
Irfan Essa'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
- Graphcut textures: image and video synthesis using graph cuts (2003) (1602)
- The Aware Home: A Living Laboratory for Ubiquitous Computing Research (1999) (1231)
- Coding, Analysis, Interpretation, and Recognition of Facial Expressions (1997) (1070)
- Efficient hierarchical graph-based video segmentation (2010) (762)
- Texture optimization for example-based synthesis (2005) (709)
- One-Shot Learning for Semantic Segmentation (2017) (379)
- Auto-directed video stabilization with robust L1 optimal camera paths (2011) (342)
- Exploiting human actions and object context for recognition tasks (1999) (334)
- Facial expression recognition using a dynamic model and motion energy (1995) (295)
- Image and video based painterly animation (2004) (280)
- A practical approach for recognizing eating moments with wrist-mounted inertial sensing (2015) (274)
- Increasing the opportunities for aging in place (2000) (263)
- Motion regularization for model-based head tracking (1996) (245)
- Ubiquitous sensing for smart and aware environments (2000) (236)
- Detecting and tracking eyes by using their physiological properties, dynamics, and appearance (2000) (214)
- Recognizing multitasked activities from video using stochastic context-free grammar (2002) (203)
- A vision system for observing and extracting facial action parameters (1994) (197)
- Gaussian process regression flow for analysis of motion trajectories (2011) (179)
- Modeling, tracking and interactive animation of faces and heads//using input from video (1996) (175)
- Calibration-free rolling shutter removal (2012) (170)
- Decoding Children's Social Behavior (2013) (164)
- Propagation networks for recognition of partially ordered sequential action (2004) (151)
- Discovering Characteristic Actions from On-Body Sensor Data (2006) (148)
- Tree-based Classifiers for Bilayer Video Segmentation (2007) (145)
- Detecting insider threats in a real corporate database of computer usage activity (2013) (135)
- Task-Specific Gesture Analysis in Real-Time Using Interpolated Views (1996) (135)
- Discontinuous seam-carving for video retargeting (2010) (134)
- Expectation grammars: leveraging high-level expectations for activity recognition (2003) (131)
- A novel sequence representation for unsupervised analysis of human activities (2009) (126)
- The Aware Home: A living laboratory for technologies for successful aging (2002) (124)
- Tracking multiple objects through occlusions (2005) (117)
- Living laboratories: the future computing environments group at the Georgia Institute of Technology (2000) (116)
- Controlled animation of video sprites (2002) (113)
- Embodied Question Answering in Photorealistic Environments With Point Cloud Perception (2019) (110)
- Tracking facial motion (1994) (106)
- Discovering Multivariate Motifs using Subsequence Density Estimation and Greedy Mixture Learning (2007) (104)
- End-to-end Audio Visual Scene-aware Dialog Using Multimodal Attention-based Video Features (2018) (101)
- Leveraging Context to Support Automated Food Recognition in Restaurants (2015) (100)
- Analysis, interpretation and synthesis of facial expressions (1995) (97)
- Audio Visual Scene-Aware Dialog (2019) (96)
- Predicting daily activities from egocentric images using deep learning (2015) (93)
- 3D Shape Context and Distance Transform for action recognition (2008) (91)
- Eyemotion: Classifying Facial Expressions in VR Using Eye-Tracking Cameras (2017) (89)
- A System for Tracking and Recognizing Multiple People with Multiple Cameras (1998) (87)
- Motion fields to predict play evolution in dynamic sport scenes (2010) (85)
- Detecting Subdimensional Motifs: An Efficient Algorithm for Generalized Multivariate Pattern Discovery (2007) (84)
- Image-based motion blur for stop motion animation (2001) (83)
- Automated surgical skill assessment in RMIS training (2017) (82)
- Video and accelerometer-based motion analysis for automated surgical skills assessment (2017) (78)
- Head Tracking Using a Textured Polygonal Model (1998) (78)
- Video Jigsaw: Unsupervised Learning of Spatiotemporal Context for Video Action Recognition (2018) (75)
- Automated video-based assessment of surgical skills for training and evaluation in medical schools (2016) (71)
- Feasibility of identifying eating moments from first-person images leveraging human computation (2013) (70)
- Learning Temporal Sequence Model from Partially Labeled Data (2006) (70)
- Structure from Statistics - Unsupervised Activity Analysis using Suffix Trees (2007) (69)
- Weakly Supervised Learning of Object Segmentations from Web-Scale Video (2012) (68)
- Efficient Hierarchical Graph-Based Segmentation of RGBD Videos (2014) (68)
- Neural Design Network: Graphic Layout Generation with Constraints (2019) (67)
- Improving Activity Discovery with Automatic Neighborhood Estimation (2007) (66)
- Recognizing Multitasked Activities using Stochastic Context-Free Grammar (2001) (63)
- Novel Skeletal Representation for Articulated Creatures (2004) (62)
- ARGMode - Activity Recognition using Graphical Models (2003) (62)
- Computers Seeing People (1999) (59)
- Spectral partitioning for structure from motion (2003) (57)
- Motion based decompositing of video (1999) (56)
- Automated Assessment of Surgical Skills Using Frequency Analysis (2015) (53)
- Bilayer Segmentation of Webcam Videos Using Tree-Based Classifiers (2011) (53)
- A Boosted Segmentation Method for Surgical Workflow Analysis (2007) (52)
- Augmenting Bag-of-Words: Data-Driven Discovery of Temporal and Structural Information for Activity Recognition (2013) (51)
- Technological approaches for addressing privacy concerns when recognizing eating behaviors with wearable cameras (2013) (50)
- Detecting and tracking eyes by using their physiological properties (2000) (50)
- The evolution of authorship in a remix society (2007) (50)
- Tracking Multiple People with Multiple Cameras (1998) (49)
- The ThingWorld modeling system: virtual sculpting by modal forces (1990) (48)
- Player localization using multiple static cameras for sports visualization (2010) (47)
- Inferring Meal Eating Activities in Real World Settings from Ambient Sounds: A Feasibility Study (2015) (45)
- Geometric Context from Videos (2013) (44)
- Human video textures (2009) (43)
- Real-time Photo-Realistic Physically Based Rendering of Fine Scale Human Skin Structure (2001) (42)
- Learning the basic units in American Sign Language using discriminative segmental feature selection (2009) (41)
- Videolyzer: quality analysis of online informational video for bloggers and journalists (2009) (40)
- Estimating the Spatial Position of Spectral Components in Audio (2006) (39)
- Towards reliable multimodal sensing in aware environments (2001) (39)
- rtCaptcha: A Real-Time CAPTCHA Based Liveness Detection System (2018) (39)
- Leveraging Contextual Cues for Generating Basketball Highlights (2016) (37)
- Perceptual user interfaces using vision-based eye tracking (2003) (37)
- Beyond Sentiment: The Manifold of Human Emotions (2012) (37)
- Incorporating Phase Information for Source Separation via Spectrogram Factorization (2007) (36)
- Surgical Activity Recognition in Robot-Assisted Radical Prostatectomy using Deep Learning (2018) (36)
- Physically-based Modeling for Graphics and Vision (1992) (36)
- DiscrimNet: Semi-Supervised Action Recognition from Videos using Generative Adversarial Networks (2018) (35)
- Videotater: an approach for pen-based digital video segmentation and tagging (2006) (35)
- Egocentric Field-of-View Localization Using First-Person Point-of-View Devices (2015) (35)
- Propagation of innovative information in non-linear least-squares structure from motion (2001) (34)
- Machine Learning for Video-Based Rendering (2000) (34)
- A Unified Approach for Physical and Geometric Modeling for Graphics and Animation (1992) (34)
- Detecting regions of interest in dynamic scenes with camera motions (2012) (34)
- Content Based Image Synthesis (2004) (33)
- Linguistic transfer of human assembly tasks to robots (2012) (32)
- Mediating photo collage authoring (2005) (32)
- Unsupervised Activity Discovery and Characterization From Event-Streams (2005) (31)
- Video Based Assessment of OSATS Using Sequential Motion Textures (2014) (31)
- Graphcut textures: image and video texture synthesis using graph cuts (2003) (30)
- Fluid Simulation with Articulated Bodies (2010) (30)
- Automated surgical OSATS prediction from videos (2014) (30)
- Asymmetrically boosted HMM for speech reading (2004) (30)
- Visual Coding and Tracking of Speech Related Facial Motion (2001) (28)
- Unsupervised analysis of activity sequences using event-motifs (2006) (26)
- Video-based nonphotorealistic and expressive illustration of motion (2005) (26)
- Fast Multiple Camera Head Pose Tracking (2003) (25)
- Selfie-Presentation in Everyday Life: A Large-Scale Characterization of Selfie Contexts on Instagram (2017) (25)
- Localization and 3D Reconstruction of Urban Scenes Using GPS (2008) (25)
- Audio Visual Scene-Aware Dialog (AVSD) Challenge at DSTC7 (2018) (25)
- Augmenting Aerial Earth Maps with dynamic information (2009) (24)
- Correlation and Interpolation Networks for Real-time Expression Analysis/Synthesis (1994) (24)
- Phase-Aware Non-negative Spectrogram Factorization (2007) (23)
- Complex Event Recognition from Images with Few Training Examples (2017) (23)
- Recognizing water-based activities in the home through infrastructure-mediated sensing (2012) (22)
- Exploring Symmetric and Asymmetric Bimanual Eating Detection with Inertial Sensors on the Wrist (2017) (22)
- Depth layers from occlusions (2001) (21)
- Novel evaluation of surgical activity recognition models using task-based efficiency metrics (2019) (21)
- Discriminative feature selection for hidden Markov models using Segmental Boosting (2008) (20)
- Mandatory human participation: a new authentication scheme for building secure systems (2003) (20)
- Towards using visual attributes to infer image sentiment of social events (2017) (19)
- A visualization framework for team sports captured using multiple static cameras (2014) (19)
- Robust Tracking of People by a Mobile Robotic Agent (1999) (18)
- Interactive mosaic generation for video navigation (2006) (17)
- Presenting Movement in a Computer-Based Dance Tutor (2003) (17)
- Let's Dance: Learning From Online Dance Videos (2018) (17)
- A non-invasive computer vision system for reliable eye tracking (2000) (16)
- Object Spaces: Context Management for Human Activity Recognition (1998) (16)
- Hello, Are You Human? (2000) (16)
- Feature Weighting for Segmentation (2004) (16)
- Augmenting aerial earth maps with dynamic information from videos (2011) (14)
- Audio Puzzler: piecing together time-stamped speech transcripts with a puzzle game (2008) (14)
- Prosody Analysis for Speaker Affect Determination (1997) (14)
- Clustering Social Event Images Using Kernel Canonical Correlation Analysis (2014) (14)
- Decentralized Distributed PPO: Solving PointGoal Navigation (2019) (14)
- Post-processing approach for radiometric self-calibration of video (2013) (13)
- Automatic Video Creation From a Web Page (2020) (12)
- Human Action Recognition Using Global Point Feature Histograms and Action Shapes (2009) (12)
- Lumbar spondylolisthesis: modern registries and the development of artificial intelligence. (2019) (12)
- Discovering picturesque highlights from egocentric vacation videos (2016) (11)
- Fine-tuning Deep Architectures for Surgical Tool Detection (2016) (11)
- Designing a Technology Coach (2007) (11)
- Modeling and Interactive Animation of Facial Expression using Vision (1994) (11)
- ObjectSpaces: Context Management for Human Activity Recognition (1998) (10)
- Causal Analysis for Visual Gesture Understanding (1995) (10)
- Measuring Child Visual Attention using Markerless Head Tracking from Color and Depth Sensing Cameras (2014) (10)
- Floors are Flat: Leveraging Semantics for Real-Time Surface Normal Prediction (2019) (10)
- Unbiasing Semantic Segmentation For Robot Perception using Synthetic Data Feature Transfer (2018) (10)
- Remixing Authorship: Reconfiguring the Author in Online Video Remix Culture (2007) (10)
- Challenges and Opportunities in Automated Detection of Eating Activity (2017) (9)
- Visually guided animation (1994) (9)
- Parameterized Authentication (2004) (9)
- Modulating video credibility via visualization of quality evaluations (2010) (8)
- Depth Extraction from Videos Using Geometric Context and Occlusion Boundaries (2014) (8)
- Artificial Intelligence for the Treatment of Lumbar Spondylolisthesis. (2019) (8)
- Assessing the State of Self-Supervised Human Activity Recognition Using Wearables (2022) (7)
- Identifying Gait Phases from Joint Kinematics during Walking with Switched Linear Dynamical Systems (2018) (7)
- Estimating Mass Distribution of Articulated Objects using Non-prehensile Manipulation (2021) (7)
- Facial Expression Recognition Using Image Motion (1997) (7)
- Object category learning and retrieval with weak supervision (2018) (7)
- An annotation model for making sense of information quality in online video (2008) (7)
- Semantic Instance Labeling Leveraging Hierarchical Segmentation (2015) (6)
- Tree - based Clas - sifiers for Bilayer Video Segmentation In CVPR (2007) (6)
- Learning video processing by example (2002) (5)
- Activity Discovery : Sparse Motifs from Multivariate Time Series (5)
- ObjectSpaces: Context Management for Action Recognition (1999) (5)
- BLIND SOURCE SEPARATION USING REPETITIVE STRUCTURE (2005) (5)
- Boosted audio-visual HMM for speech reading (2003) (5)
- Finding Temporally Consistent Occlusion Boundaries in Videos Using Geometric Context (2015) (5)
- Element-Free Elastic Models for Volume Fitting and Capture (2006) (5)
- Exemplar-Based Surface Texture (2003) (4)
- Contact detection, collision forces and friction for physically based virtual world modeling (1990) (4)
- Rhythmic similarity through elaboration (2003) (4)
- Towards an Interactive Computer-based Dance Tutor (1998) (4)
- Guest Editors' Introduction to the Special Section on Award-Winning Papers from the IEEE Conference on Computer Vision and Pattern Recognition 2009 (CVPR 2009) (2011) (4)
- A Course on Digital Video Special Effects (2000) (4)
- Orientation-aware scene understanding for mobile cameras (2012) (4)
- TV Watcher: Distributed Media Analysis and Correlation (2004) (4)
- Development of a Large-Scale Ubiquitous Computing Interface (1998) (3)
- Mandatory Human Participation: A New Scheme for Building Secure Systems (2001) (3)
- Experiences with optimizing two stream-based applications for cluster execution (2005) (3)
- Interactive Techniques for Labeling Activities Of Daily Living to Assist Machine Learning (2012) (3)
- Estimating Mass Distribution of Articulated Objects through Physical Interaction (2019) (3)
- Source Detection Using Repetitive Structure (2006) (3)
- Supporting personal media authoring (2005) (3)
- A Bayesian View of Boosting and Its Extension (2005) (2)
- The Segmental Boosting Algorithm for Time-series Feature Selection (2007) (2)
- Separation and analysis of multichannel signals (2007) (2)
- Designing a Technology Coach: A multidisciplinary team models a system that can alert users of a complex medical device when they make an error. (2007) (2)
- A Data-Driven Predictive Model of Individual-Specific Effects of FES on Human Gait Dynamics (2019) (1)
- NARC: The News Article Revision Comparator (2007) (1)
- Aware Home: Sensing, Interpretation, and Recognition of Everday Activities (2005) (1)
- Vision-based recognition of actions using context (action recognition, computer vision) (2000) (1)
- Algorithms for Linguistic Robot Policy Inference from Demonstration of Assembly Tasks (2012) (1)
- Visually guided interaction and animation (1994) (1)
- Adaptive Parallelization of Model-Based Head Tracking (1999) (1)
- Three-Dimensional Object Recognition Systems (1993) (1)
- Choreography Driven Characters (2002) (1)
- Optimizing Stream-oriented Applications for Clustr Execution (2002) (1)
- Cam 1 Cam 3 Cam 2 Cam 1 Cam 2 Cam 3 Example Player (2010) (0)
- Session details: Human bodies (2003) (0)
- Computational Video : Post-processing Methods for Stabilization , Retargeting and Segmentation (2013) (0)
- Hydrostream: A Platform for Collecting, Annotating and Analyzing Water Pressure for Health Applications (2012) (0)
- Session details: Physical simulation (2007) (0)
- Boosted audio-visual HMM for speech reading (2003) (0)
- Is Someone There ? Where ? ( Looking for People ) (1999) (0)
- Summer Internship Program for Socioeconomically Disadvantaged Undergraduates. (1999) (0)
- Exemplar Based Non-parametric BRDFs (2002) (0)
- Session details: Video-based rendering (2004) (0)
- The Manifold of Human Emotions (2013) (0)
- Vision-Based HCI - What's Next and What are the Difficult Problems? (1996) (0)
- Career: developing and evaluating a spatio-temporal representation for analysis, modeling, recognition and synthesis of facial expressions (2005) (0)
- The New Machine Leaming Center at GA Tech: Plans end Aspirations (2017) (0)
- Variational Image Inpainting (2018) (0)
- Pattern Discovery for Locating Motifs in Multivariate , Real-valued Time-series Data (2007) (0)
- Session details: Human bodies (2003) (0)
- Data-driven and Procedural Analysis and Synthesis of Multimedia (2007) (0)
- Rigid partitioning techniques for efficiently generating three-dimensional reconstructions from images (2004) (0)
- Ubiquitous Smart Spaces II . 1 Innovative Capability Envisioned (2007) (0)
- Unsupervised Analysis of Everyday Human Activities Using Suffix Trees (2008) (0)
- I. Cover Page Ubiquitous Smart Spaces (1998) (0)
- Computational photography and video: interacting and creating with videos and images (2008) (0)
- Unsupervised deep clustering for semantic object retrieval (2017) (0)
- FACIAL EXPRESSION RECOGNITION USING IMAGEMOTION (1997) (0)
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