媒体计算实践作业:图像——文本跨模态搜索
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Updated
Dec 4, 2020 - Python
媒体计算实践作业:图像——文本跨模态搜索
Cottontail DB is a column store vector database aimed at multimedia retrieval. It allows for classical boolean as well as vector-space retrieval (nearest neighbour search) used in similarity search using a unified data and query model.
vitrivr NG is a web-based user interface for searching and browsing mixed multimedia collections. It uses cineast as a backend
ADAMpro is a database system to store and retrieve multimedia data. It provides Boolean retrieval and similarity search and makes use of a various index structures for efficient retrieval.
Long-Tail Hashing (Learning to hash from more realistic long-tail datasets), SIGIR 2021, CCF A类.
Adversarial queries for blocking Content-based Image Retrieval (CBIR)
Various utilities to deal with metadata and content provided by the Berlin State Library/Staatsbibliothek zu Berlin
vitrivr's next-generation retrieval engine. It is capable of extracting and retrieving a wider range of multimedia objects such as audio, video, images or 3d models.
vitrivr-VR is a virtual reality interface for the vitrivr multimedia retrieval system.
Paper summary of Most read paper in Advanced Topics in Multimedia Analysis and Indexing course in National Taiwan University
A simple attention deep learning model to answer questions about a given video with the most relevant video intervals as answers.
In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops
In-memory index-structures for efficient retrieval of multimedia documents based on input queries.
ImaginAItion is a small app for image retrieval that I developed as the final project for the Multimedia Data Management course at the University of Bologna.
An implementation of unsupervised hypergraph-based manifold ranking for image analysis.
A Java-based system that identifies video frames by hashing and indexing them in JSON files. Given a query frame from an .rgb video, the system retrieves the matching video and timestamp, then plays the result using a JavaFX media player. Features multithreading for optimized search
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