Publications

BrainGate pilot clinical trials: Progress in translating neural engineering principles to clinical testing

Hochberg, L.R., Simeral, J.D., Black, M.J., Bacher, D., Barefoot, L., Berhanu, E., Borton, D.A., Cash, S.S., Feldman, J., Gallivan, E.M., Homer, M., Jarosiewicz, B., King, B., Liu, J., Malik, W.Q., Masse, N., Perge, J., Rosler, D.M., Schmansky, N., Travers, B., Truccolo, W., Nurmikko, A.V. and and Donoghue, J.P.

33rd Annual International IEEE EMBS Conference of the IEEE Engineering in Medicine and Biology Society, Boston, MA. August 2011.

BrainGate pilot clinical trials: Progress in translating neural engineering principles to clinical testing

Use of the BrainGate neural inteface system for more than five years by a woman with tetraplegia

Visual orientation and direction selectivity through thalamic synchrony

Visual Servoing on Unknown Objects

Virtual Visual Servoing for Real-Time Robot Pose Estimation

A Physically Natural Metric for Human Motion and the Associated Brownian Motion Model

Spatial Models of Human Motion

Unscented Kalman Filtering for Articulated Human Tracking

An Empirical Study on the Performance of Spectral Manifold Learning Techniques

Data-Driven Importance Distributions for Articulated Tracking

Means in spaces of tree-like shapes

Predicting Articulated Human Motion from Spatial Processes

Dorsal Stream: From Algorithm to Neuroscience

HMDB: A Large Video Database for Human Motion Recognition

Learning Output Kernels with Block Coordinate Descent

Recovering Intrinsic Images with a Global Sparsity Prior on Reflectance

Branch&Rank: Non-Linear Object Detection

Parameterized Model of 2D Articulated Human Shape

Fields of experts

Evaluating the Automated Alignment of 3D Human Body Scans

Combining wireless neural recording and video capture for the analysis of natural gait

Steerable random fields for image restoration and inpainting

Benchmark datasets for pose estimation and tracking

A Database and Evaluation Methodology for Optical Flow

Point-and-Click Cursor Control With an Intracortical Neural Interface System by Humans With Tetraplegia

Neural control of cursor trajectory and click by a human with tetraplegia 1000 days after implant of an intracortical microelectrode array

Loose-limbed People: Estimating 3D Human Pose and Motion Using Non-parametric Belief Propagation

Home 3D body scans from noisy image and range data

Shape and pose-invariant correspondences using probabilistic geodesic surface embedding

Robust one-shot 3D scanning using loopy belief propagation

Modellbasierte Echtzeit-Bewegungsschätzung in der Fluoreszenzendoskopie

On Parameter Learning in CRF-based Approaches to Object Class Image Segmentation

ImageFlow: Streaming Image Search

Dense non-rigid surface registration using high-order graph matching

3D Knowledge-Based Segmentation Using Pose-Invariant Higher-Order Graphs

Estimating Shadows with the Bright Channel Cue

Coded exposure imaging for projective motion deblurring

How to Learn a Learning System: Automatic Decomposition of a Multiclass Task with Probability Estimates

Multisensor-Fusion for 3D Full-Body Human Motion Capture

Analyzing and Evaluating Markerless Motion Tracking Using Inertial Sensors

Orientation and direction selectivity in the population code of the visual thalamus

Unsupervised learning of a low-dimensional non-linear representation of motor cortical neuronal ensemble activity using Spatio-Temporal Isomap

Phantom Limb Pain Management Using Facial Expression Analysis, Biofeedback and Augmented Reality Interfacing

Epione: An Innovative Pain Management System Using Facial Expression Analysis, Biofeedback and Augmented Reality-Based Distraction

Visual Object-Action Recognition: Inferring Object Affordances from Human Demonstration

Spatio-Temporal Modeling of Grasping Actions

Hands in action: real-time 3D reconstruction of hands in interaction with objects

Dense Marker-less Three Dimensional Motion Capture

GPU Accelerated Likelihoods for Stereo-Based Articulated Tracking

Gaussian-like Spatial Priors for Articulated Tracking