Deep Siamese Metric Learning: A Highly Scalable Approach to Searching Unordered Sets of Trajectories.
Christoffer LöfflerLuca ReebDaniel DzibelaRobert MarzilgerNicolas WittBjörn M. EskofierChristopher MutschlerPublished in: ACM Trans. Intell. Syst. Technol. (2022)
Keyphrases
- highly scalable
- metric learning
- distance metric
- distance metric learning
- person re identification
- pairwise
- machine learning and pattern recognition
- semi supervised
- nearest neighbor classification
- learning tasks
- multi task
- dimensionality reduction
- distance function
- semi supervised clustering
- mahalanobis metric
- feature space
- subject to linear constraints
- moving objects
- euclidean distance
- distance measure
- neural network
- semi supervised learning
- data points
- semi definite programming
- machine learning