What size net gives valid generalization?
Neural Computation
Multiple binary decision tree classifiers
Pattern Recognition
Recognizing hand-printed letters and digits using backpropagation learning
Neural Computation
Invariant Descriptors for 3D Object Recognition and Pose
IEEE Transactions on Pattern Analysis and Machine Intelligence - Special issue on interpretation of 3-D scenes—part I
Elements of information theory
Elements of information theory
Neural networks and the bias/variance dilemma
Neural Computation
Geometric invariance in computer vision
Geometric invariance in computer vision
A Novel Feature Recognition Neural Network and its Application to Character Recognition
IEEE Transactions on Pattern Analysis and Machine Intelligence
Recognizing Planar Objects Using Invariant Image Features
Recognizing Planar Objects Using Invariant Image Features
View Variation of Point-Set and Line-Segment Features
IEEE Transactions on Pattern Analysis and Machine Intelligence
Machine Learning
Joint feature and classifier design for OCR
ICDAR '95 Proceedings of the Third International Conference on Document Analysis and Recognition (Volume 2) - Volume 2
Solving multiclass learning problems via error-correcting output codes
Journal of Artificial Intelligence Research
Joint Induction of Shape Features and Tree Classifiers
IEEE Transactions on Pattern Analysis and Machine Intelligence
A computational model for visual selection
Neural Computation
Visual Recognition and Categorization on the Basis of Similarities to Multiple Class Prototypes
International Journal of Computer Vision
Upper Bounds for Error Rates of Linear Combinations of Classifiers
IEEE Transactions on Pattern Analysis and Machine Intelligence
Machine Learning
International Journal of Computer Vision - Special issue on statistical and computational theories of vision: Part II
Improvement on Higher-Order Neural Networks for Invariant Object Recognition
Neural Processing Letters
Transformation-Invariant Clustering Using the EM Algorithm
IEEE Transactions on Pattern Analysis and Machine Intelligence
Class Probability Estimation and Cost-Sensitive Classification Decisions
ECML '02 Proceedings of the 13th European Conference on Machine Learning
Finding Objects by Grouping Primitives
Shape, Contour and Grouping in Computer Vision
Is random model better? On its accuracy and efficiency
ICDM '03 Proceedings of the Third IEEE International Conference on Data Mining
International Journal of Computer Vision - Special Issue on Content-Based Image Retrieval
Tree-structured neural decoding
The Journal of Machine Learning Research
MOB-ESP and other improvements in probability estimation
UAI '04 Proceedings of the 20th conference on Uncertainty in artificial intelligence
Recognition invariance obtained by extended and invariant features
Neural Networks - 2004 Special issue Vision and brain
Image matching using alpha-entropy measures and entropic graphs
Signal Processing - Special section on content-based image and video retrieval
Genetic Programming with a Genetic Algorithm for Feature Construction and Selection
Genetic Programming and Evolvable Machines
ICDM '05 Proceedings of the Fifth IEEE International Conference on Data Mining
Different Paradigms for Choosing Sequential Reweighting Algorithms
Neural Computation
Attractor Networks for Shape Recognition
Neural Computation
A general framework for accurate and fast regression by data summarization in random decision trees
Proceedings of the 12th ACM SIGKDD international conference on Knowledge discovery and data mining
Monocular model-based 3D tracking of rigid objects
Foundations and Trends® in Computer Graphics and Vision
Feature Subset Selection and Ranking for Data Dimensionality Reduction
IEEE Transactions on Pattern Analysis and Machine Intelligence
The Journal of Machine Learning Research
A Stochastic Algorithm for Feature Selection in Pattern Recognition
The Journal of Machine Learning Research
POP: Patchwork of Parts Models for Object Recognition
International Journal of Computer Vision
Object recognition by artificial cortical maps
Neural Networks
A semi-random multiple decision-tree algorithm for mining data streams
Journal of Computer Science and Technology
Improve Flow Accuracy and Byte Accuracy in Network Traffic Classification
ICIC '08 Proceedings of the 4th international conference on Intelligent Computing: Advanced Intelligent Computing Theories and Applications - with Aspects of Artificial Intelligence
Consistency of Random Forests and Other Averaging Classifiers
The Journal of Machine Learning Research
Using decision trees to recognize visual events
AREA '08 Proceedings of the 1st ACM workshop on Analysis and retrieval of events/actions and workflows in video streams
Segmentation and Recognition Using Structure from Motion Point Clouds
ECCV '08 Proceedings of the 10th European Conference on Computer Vision: Part I
Keypoint Signatures for Fast Learning and Recognition
ECCV '08 Proceedings of the 10th European Conference on Computer Vision: Part I
Soft Tissue Tracking for Minimally Invasive Surgery: Learning Local Deformation Online
MICCAI '08 Proceedings of the 11th International Conference on Medical Image Computing and Computer-Assisted Intervention, Part II
An all-in-one solution to geometric and photometric calibration
ISMAR '06 Proceedings of the 5th IEEE and ACM International Symposium on Mixed and Augmented Reality
FIMH '09 Proceedings of the 5th International Conference on Functional Imaging and Modeling of the Heart
Concept Drifting Detection on Noisy Streaming Data in Random Ensemble Decision Trees
MLDM '09 Proceedings of the 6th International Conference on Machine Learning and Data Mining in Pattern Recognition
Discriminative, Semantic Segmentation of Brain Tissue in MR Images
MICCAI '09 Proceedings of the 12th International Conference on Medical Image Computing and Computer-Assisted Intervention: Part II
A binary classification and online vision
IJCNN'09 Proceedings of the 2009 international joint conference on Neural Networks
IEEE Transactions on Multimedia
Ensemble for high recognition performance FPGA
SMC'09 Proceedings of the 2009 IEEE international conference on Systems, Man and Cybernetics
Boosted forest for human detection
Proceedings of the First International Conference on Internet Multimedia Computing and Service
Feature Selection with Ensembles, Artificial Variables, and Redundancy Elimination
The Journal of Machine Learning Research
International Journal of Robotics Research
Visual event recognition using decision trees
Multimedia Tools and Applications
Heart murmurs identification using random forests in assistive environments
Proceedings of the 3rd International Conference on PErvasive Technologies Related to Assistive Environments
Top-down nearly-context-sensitive parsing
EMNLP '10 Proceedings of the 2010 Conference on Empirical Methods in Natural Language Processing
Multilinear tensor supervised neighborhood embedding analysis for view-based object recognition
PCM'10 Proceedings of the 11th Pacific Rim conference on Advances in multimedia information processing: Part I
SSPR&SPR'10 Proceedings of the 2010 joint IAPR international conference on Structural, syntactic, and statistical pattern recognition
Shape representation and classification using the Poisson equation
CVPR'04 Proceedings of the 2004 IEEE computer society conference on Computer vision and pattern recognition
Point matching as a classification problem for fast and robust object pose estimation
CVPR'04 Proceedings of the 2004 IEEE computer society conference on Computer vision and pattern recognition
An indexing approach for speeding-up image classification
Proceedings of the Seventh Indian Conference on Computer Vision, Graphics and Image Processing
Spatial decision forests for MS lesion segmentation in multi-channel MR images
MICCAI'10 Proceedings of the 13th international conference on Medical image computing and computer-assisted intervention: Part I
Entangled decision forests and their application for semantic segmentation of CT images
IPMI'11 Proceedings of the 22nd international conference on Information processing in medical imaging
MLMI'11 Proceedings of the Second international conference on Machine learning in medical imaging
Segmenting highly articulated video objects with weak-prior random forests
ECCV'06 Proceedings of the 9th European conference on Computer Vision - Volume Part IV
Variable randomness in decision tree ensembles
PAKDD'06 Proceedings of the 10th Pacific-Asia conference on Advances in Knowledge Discovery and Data Mining
Feature harvesting for tracking-by-detection
ECCV'06 Proceedings of the 9th European conference on Computer Vision - Volume Part III
Maximizing tree diversity by building complete-random decision trees
PAKDD'05 Proceedings of the 9th Pacific-Asia conference on Advances in Knowledge Discovery and Data Mining
Pre-organizing Shape Instances for Landmark-Based Shape Correspondence
International Journal of Computer Vision
Phoneme recognition using sparse random projections and ensemble classifiers
NOLISP'09 Proceedings of the 2009 international conference on Advances in Nonlinear Speech Processing
Environmental Modelling & Software
Foundations and Trends® in Computer Graphics and Vision
A hybrid segmentation of abdominal CT images
HAIS'12 Proceedings of the 7th international conference on Hybrid Artificial Intelligent Systems - Volume Part II
Pattern Recognition Letters
Random forests for metric learning with implicit pairwise position dependence
Proceedings of the 18th ACM SIGKDD international conference on Knowledge discovery and data mining
Analysis of a random forests model
The Journal of Machine Learning Research
A new method for hand detection based on hough forest
ISNN'12 Proceedings of the 9th international conference on Advances in Neural Networks - Volume Part II
An automated vision based on-line novel percept detection method for a mobile robot
Robotics and Autonomous Systems
Accurate realtime full-body motion capture using a single depth camera
ACM Transactions on Graphics (TOG) - Proceedings of ACM SIGGRAPH Asia 2012
Evolutionary Hough Games for coherent object detection
Computer Vision and Image Understanding
Reality filtering: a visual time machine in augmented reality
VAST'08 Proceedings of the 9th International conference on Virtual Reality, Archaeology and Cultural Heritage
Real-time human pose recognition in parts from single depth images
Communications of the ACM
Robust 3d action recognition with random occupancy patterns
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part II
Large-lexicon attribute-consistent text recognition in natural images
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part VI
A memory efficient discriminative approach for location aided recognition
ECCV'12 Proceedings of the 12th international conference on Computer Vision - Volume Part I
New machine learning algorithm: random forest
ICICA'12 Proceedings of the Third international conference on Information Computing and Applications
An introduction to random forests for multi-class object detection
Proceedings of the 15th international conference on Theoretical Foundations of Computer Vision: outdoor and large-scale real-world scene analysis
Joint classification-regression forests for spatially structured multi-object segmentation
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part IV
Information Sciences: an International Journal
Relative forest for attribute prediction
ACCV'12 Proceedings of the 11th Asian conference on Computer Vision - Volume Part I
Stable graphical model estimation with Random Forests for discrete, continuous, and mixed variables
Computational Statistics & Data Analysis
The Journal of Machine Learning Research
Sign language recognition using sub-units
The Journal of Machine Learning Research
Eye pupil localization with an ensemble of randomized trees
Pattern Recognition
Structured representations in a content based image retrieval context
Journal of Visual Communication and Image Representation
A random forest classifier for lymph diseases
Computer Methods and Programs in Biomedicine
Discriminative Hough context model for object detection
The Visual Computer: International Journal of Computer Graphics
A tour of machine learning: An AI perspective
AI Communications - ECAI 2012 Turing and Anniversary Track
An entropy-based approach to enhancing Random Forests
Intelligent Decision Technologies
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