David Forsyth

Q: What Schools Are Affiliated With David Forsyth

David Forsyth is affiliated with the following schools: University of California, Berkeley, University of Oxford, University of Illinois Urbana-Champaign

David Forsyth 's AcademicInfluence.com Rankings

David Forsyth

Computer Science

#2503

World Rank

#2614

Historical Rank

#1090

USA Rank

Database

#1525

World Rank

#1600

Historical Rank

#399

USA Rank

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Computer Science

Why Is David Forsyth Influential?

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According to Wikipedia, David A. Forsyth is a South-African-born American computer scientist and the Fulton Watson Copp Chair in Computer Science the University of Illinois at Urbana–Champaign. Education Forsyth holds Bachelor of Science and Master of Science degrees in Electrical Engineering from the University of the Witwatersrand, Johannesburg. He was awarded a Doctor of Philosophy degree from the University of Oxford for research supervisor J. Michael Brady in 1989.

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David Forsyth '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

Computer Vision: A Modern Approach (2002) (4300)
Describing objects by their attributes (2009) (1958)
Object Recognition as Machine Translation: Learning a Lexicon for a Fixed Image Vocabulary (2002) (1815)
Matching Words and Pictures (2003) (1797)
Generalizing motion edits with Gaussian processes (2009) (1160)
Every Picture Tells a Story: Generating Sentences from Images (2010) (1099)
Utility data annotation with Amazon Mechanical Turk (2008) (677)
A novel algorithm for color constancy (1990) (626)
Learning the semantics of words and pictures (2001) (623)
Finding Naked People (1996) (560)
Recovering the spatial layout of cluttered rooms (2009) (515)
Motion synthesis from annotations (2003) (471)
Names and faces in the news (2004) (463)
Invariant Descriptors for 3D Object Recognition and Pose (1991) (460)
Tracking People by Learning Their Appearance (2007) (452)
Strike a pose: tracking people by finding stylized poses (2005) (369)
Finding and tracking people from the bottom up (2003) (337)
SafetyNet: Detecting and Rejecting Adversarial Examples Robustly (2017) (324)
Shape, Contour and Grouping in Computer Vision (1999) (324)
Rendering synthetic objects into legacy photographs (2011) (299)
Thinking Inside the Box: Using Appearance Models and Context Based on Room Geometry (2010) (288)
Probabilistic Methods for Finding People (2001) (262)
NO Need to Worry about Adversarial Examples in Object Detection in Autonomous Vehicles (2017) (258)
Applications of Invariance in Computer Vision (1993) (253)
Dataset Issues in Object Recognition (2006) (251)
Skeletal parameter estimation from optical motion capture data (2004) (229)
Computational Studies of Human Motion: Part 1, Tracking and Motion Synthesis (2005) (225)
Finding Pictures of Objects in Large Collections of Images (1996) (225)
Automatic Annotation of Everyday Movements (2003) (208)
Capturing and animating occluded cloth (2007) (207)
Animals on the Web (2006) (206)
Attribute Discovery via Predictable Discriminative Binary Codes (2012) (201)
Body plans (1997) (197)
Learning Large-Scale Automatic Image Colorization (2015) (193)
Clustering art (2001) (188)
Automatic Detection of Human Nudes (1999) (184)
Joint learning of visual attributes, object classes and visual saliency (2009) (178)
Automatic Scene Inference for 3D Object Compositing (2014) (169)
Learning Type-Aware Embeddings for Fashion Compatibility (2018) (167)
Learning Diverse Image Colorization (2016) (161)
Learning image similarity from Flickr groups using Stochastic Intersection Kernel MAchines (2009) (155)
BeThere: 3D mobile collaboration with spatial input (2013) (144)
Extracting projective structure from single perspective views of 3D point sets (1993) (144)
Shape from Texture without Boundaries (2002) (138)
Swapout: Learning an ensemble of deep architectures (2016) (138)
Human tracking with mixtures of trees (2001) (138)
Building text features for object image classification (2009) (136)
Seeing People in Social Context: Recognizing People and Social Relationships (2010) (134)
Canonical Frames for Planar Object Recognition (1992) (127)
3D Object Recognition Using Invariance (1995) (125)
Computational Studies of Human Motion (2006) (122)
Recovering free space of indoor scenes from a single image (2012) (122)
Sampling plausible solutions to multi-body constraint problems (2000) (121)
Transfer Learning in Sign language (2007) (120)
Max-Sliced Wasserstein Distance and Its Use for GANs (2019) (119)
Improved Human Parsing with a Full Relational Model (2010) (113)
30Hz Object Detection with DPM V5 (2014) (111)
Searching Video for Complex Activities with Finite State Models (2007) (109)
Fast, Diverse and Accurate Image Captioning Guided by Part-Of-Speech (2018) (108)
Building models of animals from video (2006) (108)
Video Event Detection: From Subvolume Localization to Spatiotemporal Path Search (2014) (107)
Planar object recognition using projective shape representation (1995) (106)
Pushing people around (2005) (105)
Unrestricted Adversarial Examples via Semantic Manipulation (2019) (101)
Searching for Complex Human Activities with No Visual Examples (2008) (95)
Identifying nude pictures (1996) (93)
Projectively invariant representations using implicit algebraic curves (1990) (91)
Reflections on Shading (1991) (91)
A latent model of discriminative aspect (2009) (85)
Representation Learning (2015) (83)
Sparse depth super resolution (2015) (82)
Combining Cues: Shape from Shading and Texture (2006) (82)
Enriching a motion collection by transplanting limbs (2004) (78)
The effects of segmentation and feature choice in a translation model of object recognition (2003) (78)
Knowing when to put your foot down (2006) (77)
Fast and detailed approximate global illumination by irradiance decomposition (2005) (76)
Using temporal coherence to build models of animals (2003) (75)
Towards auto-documentary: tracking the evolution of news stories (2004) (74)
Effectively Unbiased FID and Inception Score and Where to Find Them (2019) (70)
Efficient model library access by projectively invariant indexing functions (1992) (69)
Shape from texture and integrability (2001) (69)
Making Latin Manuscripts Searchable using gHMMs (2004) (67)
How Does CONDENSATION Behave with a Finite Number of Samples? (2000) (65)
Searching Off-line Arabic Documents (2006) (65)
Around device interaction for multiscale navigation (2012) (65)
View-dependent culling of dynamic systems in virtual environments (1997) (63)
Discriminative hierarchical part-based models for human parsing and action recognition (2012) (63)
Mutual illumination (1989) (63)
Configuration Estimates Improve Pedestrian Finding (2007) (63)
Rotation Blurring: Use of Artificial Blurring to Reduce Cybersickness in Virtual Reality First Person Shooters (2017) (61)
Comparative object similarity for improved recognition with few or no examples (2010) (60)
Unsupervised Segmentation of Objects using Efficient Learning (2007) (59)
Finding people by sampling (1999) (58)
Standard detectors aren't (currently) fooled by physical adversarial stop signs (2017) (58)
Efficient multi-agent path planning (2001) (58)
Recognizing general curved objects efficiently (1992) (58)
Learning the Behavior of Users in a Public Space through Video Tracking (2005) (57)
Finding glass (2005) (57)
Aligning ASL for Statistical Translation Using a Discriminative Word Model (2006) (55)
Class-based grouping in perspective images (1995) (55)
Discriminating Image Senses by Clustering with Multimodal Features (2006) (55)
Relative motion and pose from arbitrary plane curves (1992) (55)
Learning Image Similarity from Flickr Groups Using Fast Kernel Machines (2012) (55)
Efficient recognition of rotationally symmetric surfaces and straight homogeneous generalized cylinders (1993) (53)
Who's In the Picture (2004) (51)
Quick transitions with cached multi-way blends (2007) (51)
A Subdivision-Based Representation for Vector Image Editing (2012) (50)
An experimental evaluation of projective invariants (1992) (50)
Bayesian structure from motion (1999) (49)
ConstructAide: analyzing and visualizing construction sites through photographs and building models (2014) (48)
A Novel Approach To Colour Constancy (1988) (48)
Object image retrieval by exploiting online knowledge resources (2008) (47)
Shape from shading in the light of mutual illumination (1990) (46)
The benefits and challenges of collecting richer object annotations (2010) (45)
Non-parametric Filtering for Geometric Detail Extraction and Material Representation (2013) (44)
Computer Vision - A Modern Approach, Second Edition (2011) (44)
Searching for Digital Pictures (1997) (40)
Retexturing Single Views Using Texture and Shading (2006) (40)
Mixtures of trees for object recognition (2001) (39)
Recognizing algebraic surfaces from their outlines (1993) (39)
The Joy of Sampling (2004) (39)
Recovering shape and irradiance maps from rich dense texton fields (2004) (38)
Whos In the Picture (2004) (36)
Structural Consistency and Controllability for Diverse Colorization (2018) (34)
Shading primitives: finding folds and shallow grooves (1998) (34)
Recognising rotationally symmetric surfaces from their outlines (1992) (33)
Using Projective Invariants for Constant Time Library Indexing in Model Based Vision (1991) (33)
It's All About the Data (2010) (33)
Invariance-a new framework for vision (1990) (32)
Automatic Ranking of Iconic Images (2007) (31)
Video Event Detection: From Subvolume Localization To Spatio-Temporal Path Search. (2013) (30)
JoJoGAN: One Shot Face Stylization (2021) (30)
Learning to move autonomously in a hostile world (2005) (28)
Variable-Source Shading Analysis (2011) (28)
DIVeR: Real-time and Accurate Neural Radiance Fields with Deterministic Integration for Volume Rendering (2021) (27)
Big but Imperceptible Adversarial Perturbations via Semantic Manipulation (2019) (27)
Efficient Unsupervised Learning for Localization and Detection in Object Categories (2005) (26)
Exposing and Correcting the Gender Bias in Image Captioning Datasets and Models (2019) (25)
Computer Vision – ECCV 2008 (2008) (25)
Benchmarks for storage and retrieval in multimedia databases (2001) (25)
Where's My Drink? Enabling Peripheral Real World Interactions While Using HMDs (2015) (25)
Interactive ray tracing with the visibility complex (1999) (24)
Fast Template Evaluation with Vector Quantization (2013) (24)
Recognition as Translating Images into Text (2003) (24)
Words and Pictures in the News (2003) (23)
Faces and names in the news (2004) (22)
Improved Object Categorization and Detection Using Comparative Object Similarity (2013) (22)
ManifoldBoost: stagewise function approximation for fully-, semi- and un-supervised learning (2008) (22)
Computer Vision Tools for Finding Images and Video Sequences (1999) (21)
Fast recognition using algebraic invariants (1992) (20)
Finding people and animals by guided assembly (1997) (20)
Transformational invariance - a primer (1992) (20)
Tracking People and Recognizing Their Activities (2005) (20)
Dynamics Modeling and Culling (1999) (19)
Diverse and Controllable Image Captioning with Part-of-Speech Guidance (2018) (18)
Using global consistency to recognise Euclidean objects with an uncalibrated camera (1994) (18)
Shape Representations from Shading Primitives (1998) (18)
Proxy Simulations for Efficient Dynamics (2001) (17)
Learning to Localize Little Landmarks (2016) (17)
Names and faces. (1985) (17)
Modeling the statistics of image features and associated text (2001) (15)
Retrieve in Style: Unsupervised Facial Feature Transfer and Retrieval (2021) (15)
Object Recognition as Machine Translation – Part 2: Exploiting Image Database Clustering Models (2001) (15)
An approximate shading model for object relighting (2015) (15)
Building a dictionary of image fragments (2012) (14)
Finding objects by grouping primitives (1998) (14)
Sampling, resampling and colour constancy (1999) (14)
Quantitative Evaluation of Style Transfer (2018) (14)
Searching for Character Models (2005) (14)
Detecting, localizing and recovering kinematics of textured animals (2005) (14)
Why do These Match? Explaining the Behavior of Image Similarity Models (2019) (14)
Object Categorization: Words and Pictures: Categories, Modifiers, Depiction, and Iconography (2009) (13)
Cooperating RPN's Improve Few-Shot Object Detection (2020) (13)
Bayesian Models for Massive Multimedia Databases: a New Frontier (2002) (13)
StyleGAN of All Trades: Image Manipulation with Only Pretrained StyleGAN (2021) (13)
Detecting Anomalous Faces with 'No Peeking' Autoencoders (2018) (13)
Recognizing activities in multiple views with fusion of frame judgments (2014) (13)
Capturing Real Folds in Cloth (2006) (13)
Computer Vision for Human–Machine Interaction: Probabilistic Models of Verbal and Body Gestures (1998) (13)
Unlabeled Data Improves Word Prediction (2009) (12)
1 Matching Words and Pictures (2003) (12)
Large multi-class image categorization with ensembles of label trees (2013) (12)
Finding objects in image databases by grouping (1996) (12)
Colour constancy and its applications in machine vision (1988) (12)
Learning to Find Pictures of People (1998) (11)
Learning a sequential search for landmarks (2015) (11)
Quick Motion Transitions with Cached Multi-way Blends (2006) (11)
Improving Style Transfer with Calibrated Metrics (2019) (11)
Challenges for Annotating Images for Sense Disambiguation (2006) (10)
A NEW APPROACH FOR ROAD SIGN DETECTION AND RECOGNITION ALGORITHM (1997) (10)
Exploiting image semantics for picture libraries (2001) (10)
Unlabeled data improvesword prediction (2009) (10)
Efficient dynamics modeling for VRML and Java (1998) (10)
Representation for computer vision (1994) (10)
Coherent and controllable outfit generation (2019) (10)
Extracting Projective Information from Single Views of 3D Point Sets (1993) (9)
Exploiting Text and Image Feature Co-occurrence Statistics in Large Datasets (2003) (9)
Toward Accurate and Realistic Virtual Try-on Through Shape Matching and Multiple Warps (2020) (9)
Representations of 3D Objects that Incorporate Surface Markings (1993) (9)
Motion synthesis (2004) (9)
Pinhole Camera (2014) (8)
Cloth capture (2005) (8)
Intrinsic Image Decomposition Using Paradigms (2020) (8)
Relative motion and pose from invariants (1990) (8)
Translating Images to Words for Recognizing Objects in Large Image and Video Collections (2006) (8)
Easily adaptable handwriting recognition in historical manuscripts (2007) (7)
Deforming Objects Provide Better Camera Calibration (2005) (7)
Proceedings of the Second Joint European - US Workshop on Applications of Invariance in Computer Vision (1993) (7)
Cut-and-Paste Neural Rendering (2020) (7)
An Approximate Shading Model with Detail Decomposition for Object Relighting (2018) (7)
GANs N' Roses: Stable, Controllable, Diverse Image to Image Translation (works for videos too!) (2021) (6)
Computer vision -- ECCV 2008 : 10th European Conference on Computer Vision, Marseille, France, October 12-18, 2008 : proceedings (2008) (6)
Lightness Recovery for Pictorial Surfaces (2009) (6)
Object representation for object recognition (1994) (5)
Noise in bilinear problems (2001) (5)
A Visual Representation for Editing Face Images (2016) (5)
Counterfactual Depth from a Single RGB Image (2019) (4)
LSD-StructureNet: Modeling Levels of Structural Detail in 3D Part Hierarchies (2021) (4)
Controllable and scalable simulation for animation (2000) (4)
Projectibles: Optimizing Surface Color For Projection (2015) (4)
CDVAE: Co-embedding Deep Variational Auto Encoder for Conditional Variational Generation (2016) (4)
On the Importance of Firth Bias Reduction in Few-Shot Classification (2021) (4)
Using Discriminative Methods to Learn Fashion Compatibility Across Datasets (2019) (3)
The Static Multimodal Dyadic Behavior Dataset for Engagement Prediction (2016) (3)
Human parsing with a cascade of hierarchical poselet based pruners (2014) (3)
Quick transitions using multi-way blends (2006) (3)
A lightness recovery algorithm for the multispectral acquisition of frescoed environments (2009) (3)
Computer Vision - ECCV 2008, 10th European Conference on Computer Vision, Marseille, France, October 12-18, 2008, Proceedings, Part IV (2008) (2)
An Empirical-Statistical Agenda for Recognition (1999) (2)
How to Steer Your Adversary: Targeted and Efficient Model Stealing Defenses with Gradient Redirection (2022) (2)
MORSE: An Architecture for 3D Object Recognition Based on Invariants (1995) (2)
Understanding pictures of rooms: technical perspective (2013) (2)
Towards interactive ray tracing in two- and three-dimensions (2000) (2)
Samples and Populations (2018) (2)
Enriching StyleGAN with Illumination Physics (2022) (2)
Blind recovery of spatially varying reflectance from a single image (2014) (2)
Distinctive Representations for the Recognition of Curved Surfaces Using Outlines and Markings (1994) (2)
Data driven cloth animation (2007) (2)
Motion Analysis by Synthesis: Automatically Annotating Activities in Video (2005) (1)
3d spatial layout and geometric constraints for scene understanding (2011) (1)
Hybrid artist- and data-driven techniques for character animation (2007) (1)
Culling of Dynamic Systems in Virtual Environments (1997) (1)
SIRfyN: Single Image Relighting from your Neighbors (2021) (1)
Cut-and-Paste Object Insertion by Enabling Deep Image Prior for Reshading (2020) (1)
Designing representational architectures in recognition (2011) (1)
Canonical Correlation Analysis (2019) (1)
Classifying Images and Detecting Objects (2019) (1)
Proceedings of the 10th European Conference on Computer Vision: Part III (2008) (1)
Make It So: Steering StyleGAN for Any Image Inversion and Editing (2023) (1)
Radiance caching and local geometry correction (2004) (1)
Basic Ideas in Probability (2018) (1)
Controlled GAN-Based Creature Synthesis via a Challenging Game Art Dataset - Addressing the Noise-Latent Trade-Off (2021) (1)
Learning to Classify (2019) (1)
Guest Editors' Introduction to the Special Section on Computational Photography (2020) (1)
Technical Perspective: Taming the name game (2016) (1)
Clustering: Models of High Dimensional Data (2018) (1)
Words and Pictures: (2007) (1)
Simple Neural Networks (2019) (1)
A System for Finding Changes in Colour (1987) (1)
Towards Robust Low Light Image Enhancement (2022) (1)
Structure prediction for human parsing (2011) (0)
Learning Sequence Models Discriminatively (2019) (0)
Mean Field Inference (2019) (0)
Technical perspective: XNOR-networks--powerful but tricky (2020) (0)
Long Scale Error Control in Low Light Image and Video Enhancement Using Equivariance (2022) (0)
Wearing the Same Outfit in Different Ways - A Controllable Virtual Try-on Method (2022) (0)
How Would The Viewer Feel? Estimating Wellbeing From Video Scenarios (2022) (0)
Still looking at people (2011) (0)
An Approximate Shading Model with Detail Decomposition for Object Relighting (2018) (0)
Recognizing People in Social Context (2014) (0)
Simple Image Classifiers (2019) (0)
Finding Celebrities in Video (2006) (0)
Artificial Intelligence 3 D object recognition using invariance (2003) (0)
Looking at Relationships (2018) (0)
15 Probabilistic ~ 1 odels of Verbal and Body Gestures (2009) (0)
Markov Chains and Hidden Markov Models (2018) (0)
Hidden Feature Removal (1999) (0)
A Little Learning Theory (2019) (0)
The appearance of clothingJohn (1998) (0)
Automatic Scene Inference for 3D Object Compositing Supplemental file (2014) (0)
Keynote speakers: Computational imaging: How much imaging - How much computation? (2016) (0)
Modeling cloth from examples (2007) (0)
Looking at People (2005) (0)
Regression: Choosing and Managing Models (2019) (0)
The Outline of an Algebraic Surface Yields the Surface (1992) (0)
Extracting Important Relationships in High Dimensions (2018) (0)
Useful Probability Distributions (2021) (0)
Small Codes for Big Signals (2019) (0)
Resources and Extras (2018) (0)
To appear in the 1998 Symposium on the Virtual Reality Modeling Language , Monterey , CA , Feb 16-19 1998 E cient Dynamics Modeling for VRML and JavaStephen Chenney (1998) (0)
First Tools for Looking at Data (2018) (0)
Capturing Cloth by Ryan McKenzie White Research Project (0)
SVMs and Random Forests (2019) (0)
Shape representation and bilinear problems in computer vision (2000) (0)
Visibility * techniques and applications Interactive ray tracing with the visibility complex (1999) (0)
Virtual Learning and Object Reconstruction (2016) (0)
Expanding the limits of predictive methods: from supervised learning to novel sensors and massive human supervision (2011) (0)
FEW-SHOT CLASSIFICATION (2022) (0)
Easy Minimax Estimation with Random Forests for Human Pose Estimation (2014) (0)
High-dimensional Data (2019) (0)
Principal Component Analysis (2019) (0)
Exploiting words and pictures (2007) (0)
Low Rank Approximations (2019) (0)
Authoring image decompositions with generative models (2016) (0)
StyLitGAN: Prompting StyleGAN to Produce New Illumination Conditions (2022) (0)
More Words and Bigger Pictures (2013) (0)
It's All About the Data This paper explains how training data is important for many computer vision algorithms and presents case studies of how the Internet can be used to obtain high-quality data. (2010) (0)
Inferring Probability Models from Data (2018) (0)
Clustering Using Probability Models (2019) (0)
The Significance of Evidence (2018) (0)
SafetyNet : Detecting and Rejecting Adversarial Examples Robustly Supplementary Materials (2017) (0)
Hidden Markov Models (2019) (0)
Introduction and Chapter Summary (1993) (0)
Finding images in large collections (1997) (0)
Visual Analogies: A Framework for Defining Aspect Categorization (2016) (0)
Random Variables and Expectations (2018) (0)

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What Schools Are Affiliated With David Forsyth ?

David Forsyth is affiliated with the following schools:

David Forsyth 's Academic­Influence.com Rankings