Final Year Undergraduate Dissertation Report written in LaTeX for a content-based video retrieval prototype for movies
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Updated
Jul 24, 2019 - TeX
Final Year Undergraduate Dissertation Report written in LaTeX for a content-based video retrieval prototype for movies
Deep Metric Learning by Online Soft Mining and Class-Aware Attention, AAAI 2019 Oral
To signal an activity that deviates normal patterns with time window. Video annotation, Video retrieval, and Real-time monitoring. Identify and track down the suspects.
PyTorch code for the CVPR'2020 paper "Screencast Tutorial Video Understanding"
Near Duplicate Video Retrieval
An AI based surveillance system to track down suspects using gestures and facial attributes using UCF Crime Dataset 128 hours long real-world surveillance videos 13 realistic anomalies includes fighting, assault, road accidents.
📚 Paper Notes (Computer vision)
content-based video retrieval for human actions
Temporal Context Aggregation for Video Retrieval with Contrastive Learning, WACV 2021
Code implementation & CLI tool for the paper: "Graph Based Temporal Aggregation for Video Retrieval"
The code for the paper "Hybrid Contrastive Quantization for Efficient Cross-View Video Retrieval" (WWW'22).
List of resources for video retrieval.
[arXiv22] Disentangled Representation Learning for Text-Video Retrieval
W2VV++: A fully deep learning solution for ad-hoc video search
It includes our two recent papers on text-to-video retrieval along with a technical report.
[WACV'22] Code repository for the paper "Self-supervised Video Representation Learning with Cross-Stream Prototypical Contrasting", https://arxiv.org/abs/2106.10137.
Video-aided Unsupervised Grammar Induction, NAACL‘21 [best long paper]
Video embeddings for retrieval with natural language queries
TransVCL: Attention-enhanced Video Copy Localization Network with Flexible Supervision [AAAI2023 Oral]]
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