Xinxiang Zhang — accepted AI-conference papers

2019

Accurate Vehicle Detection Using Multi-camera Data Fusion and Machine Learning

Hao Wu, Xinxiang Zhang, Brett A. Story, Dinesh Rajan

ICASSP 2019accepted

Computer-vision methods have been extensively used in intelligent transportation systems for vehicle detection. However, the detection of severely occluded or partially observed vehicles due to the limited camera fields of view remains a challenge. This paper presents a multi-camera vehicle detectio…

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2019

An Attention-aware Bidirectional Multi-residual Recurrent Neural Network (Abmrnn): A Study about Better Short-term Text Classification

Ye Wang, Han Wang, Xinxiang Zhang, Theodora Chaspari, Yoonsuck Choe, Mi Lu

ICASSP 2019accepted

Long Short-Term Memory (LSTM) has been proven an efficient way to model sequential data, because of its ability to overcome the gradient diminishing problem during training. However, due to the limited memory capacity in LSTM cells, LSTM is weak in capturing long-time dependency in sequential data.…

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