amin07
I am a PhD student in Computer Science. My research area is machine learning and deep learning based video analysis.
George Mason UniversityFairfax, Virginia
Pinned Repositories
amin07.github.io
asl-iter-attn
ASL Fingerspelling recognition in the wild
asl_paper_3dv
DeepFt-Based-ASL-Rec
Long short term memory (LSTM) based models on RGB hand features and pose data. The work is published in DSAA'2020 conference.
FineHand
Semi-automatic hand shape learning from videos in the context of sign language recognition. The work is published in Face and Gesture Conference, FG-2020
GMU-ASL51
Video and pose data collection work for American Sign Language (ASL). Recurrent neural network based. The work is published in DSAA'2019 conference.
LSTM_HAR_SKELETON
Pose-Pooling-3dConvNet
Pose pooling 3d Convolutional Neural Network (I3D) for isolated sign language recognition. Published in WACV'2021 conference
sudoku
Implementation of sudoku solver using five algorithms. Algorithms are backtracking search, backtracking with forward checking, backtracking with MRV heuristics & simmulated annealing search
SuffixTrees
SuffixTree Implementation (class project purpose)
amin07's Repositories
amin07/LSTM_HAR_SKELETON
amin07/Pose-Pooling-3dConvNet
Pose pooling 3d Convolutional Neural Network (I3D) for isolated sign language recognition. Published in WACV'2021 conference
amin07/amin07.github.io
amin07/asl-iter-attn
ASL Fingerspelling recognition in the wild
amin07/asl_paper_3dv
amin07/DeepFt-Based-ASL-Rec
Long short term memory (LSTM) based models on RGB hand features and pose data. The work is published in DSAA'2020 conference.
amin07/FineHand
Semi-automatic hand shape learning from videos in the context of sign language recognition. The work is published in Face and Gesture Conference, FG-2020
amin07/GMU-ASL51
Video and pose data collection work for American Sign Language (ASL). Recurrent neural network based. The work is published in DSAA'2019 conference.
amin07/sudoku
Implementation of sudoku solver using five algorithms. Algorithms are backtracking search, backtracking with forward checking, backtracking with MRV heuristics & simmulated annealing search
amin07/SuffixTrees
SuffixTree Implementation (class project purpose)
amin07/cnn3d_tensorflow
amin07/GraphProject
amin07/models
Models and examples built with TensorFlow
amin07/nn_models_tf
amin07/recurrent-batch-normalization-pytorch
PyTorch implementation of recurrent batch normalization
amin07/roman_calculator
Test driven development of a simple roman calculator
amin07/SignLangAna
Analysis of kinect data from sign language
amin07/TensorFun
amin07/vision
Datasets, Transforms and Models specific to Computer Vision