Search Results for author: Gita Alaghband

Found 8 papers, 2 papers with code

Deep Learning Mixture-of-Experts Approach for Cytotoxic Edema Assessment in Infants and Children

no code implementations6 Oct 2022 Henok Ghebrechristos, Stence Nicholas, David Mirsky, Gita Alaghband, Manh Huynh, Zackary Kromer, Ligia Batista, Brent ONeill, Steven Moulton, Daniel M. Lindberg

In addition, we perform analysis of our systems output to determine the association of CE with Abusive Head Trauma (AHT) , a type of traumatic brain injury (TBI) associated with abuse , and overall functional outcome and in hospital mortality of infants and young children.

Image Classification

GPRAR: Graph Convolutional Network based Pose Reconstruction and Action Recognition for Human Trajectory Prediction

1 code implementation25 Mar 2021 Manh Huynh, Gita Alaghband

To address this problem, we introduce GPRAR, a graph convolutional network based pose reconstruction and action recognition for human trajectory prediction.

Action Recognition Autonomous Driving +1

AOL: Adaptive Online Learning for Human Trajectory Prediction in Dynamic Video Scenes

no code implementations16 Feb 2020 Manh Huynh, Gita Alaghband

We present a novel adaptive online learning (AOL) framework to predict human movement trajectories in dynamic video scenes.

Trajectory Prediction

Generator From Edges: Reconstruction of Facial Images

no code implementations16 Feb 2020 Nao Takano, Gita Alaghband

In particular, we uncovered that it is not an essential component to form a perceptual loss.

Generative Adversarial Network Image Super-Resolution

Trajectory Prediction by Coupling Scene-LSTM with Human Movement LSTM

no code implementations23 Aug 2019 Manh Huynh, Gita Alaghband

We develop a novel human trajectory prediction system that incorporates the scene information (Scene-LSTM) as well as individual pedestrian movement (Pedestrian-LSTM) trained simultaneously within static crowded scenes.

Trajectory Prediction

SRGAN: Training Dataset Matters

1 code implementation24 Mar 2019 Nao Takano, Gita Alaghband

Generative Adversarial Networks (GANs) in supervised settings can generate photo-realistic corresponding output from low-definition input (SRGAN).

Scene-LSTM: A Model for Human Trajectory Prediction

no code implementations12 Aug 2018 Huynh Manh, Gita Alaghband

The scene data filter allows us to select the relevant parts of the information from the grid cell's memory relative to a target's state.

Trajectory Prediction

Spatiotemporal KSVD Dictionary Learning for Online Multi-target Tracking

no code implementations5 Jul 2018 Huynh Manh, Gita Alaghband

In this paper, we present a new spatial discriminative KSVD dictionary algorithm (STKSVD) for learning target appearance in online multi-target tracking.

Dictionary Learning Human Detection

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