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2021LPCVC-UAVVideoTrack@VITA (https://vita-group.github.io/)

1. Challenge Introduction

2. Efficient Neural Network

2.1. Literature Review

2.1.1. Compression & Acceleration

2.1.2. Quantization

2.1.3. Pruning

2.1.4. Adpative Inference

2.2. Open-source PyTorch Package for Model Compression & Hardware Deployment

2.3. Github Repos

3. Detection & Tracking

3.1. Literature Review

3.1.1. Detection & Tracking Survey

  • [Arxiv, 2019] Deep Learning in Video Multi-Object Tracking: A Survey, https://arxiv.org/abs/1907.12740
  • [IEEE TITS] Deep Learning for Visual Tracking: A Comprehensive Survey, https://arxiv.org/abs/1912.00535
  • [Neurocomputing, 2018] Computer Vision and Deep Learning Techniques for Pedestrian Detection and Tracking: A Survey

3.1.2. One-Stage Detector

3.1.3. Online Tracking

3.1.4. Person ReID

3.2. Github Repos

4. Image Composition & Harmonization

4.1. Literature Review

4.1.1. Image Composition

4.1.2. Image Harmanization

4.1.3. Debiased Training

4.2. Github Repos

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