This book is a concise but thorough introduction to the tools commonly used in pattern recognition and machine learning, including... Læs mere
This book presents a novel method of multimodal biometric fusion using a random selection of biometrics, which covers a... Læs mere
With the goal of ICs design for autonomous driving, this book discusses the theory and engineering practice of designing future-oriented autonomous... Læs mere
Tracking multi-target includes detecting and categorizing the target into multiple classes in the first frame and provides each individual target an ID to keep its track in the subsequent frames of a video stream.
This monograph provides a detailed and systematic introduction to the application of deep learning technology in the intelligent monitoring of crop diseases and pests.
This book constitutes the refereed proceedings of the 5th International Conference on... Læs mere
This book covers current technological innovations and applications in image processing, introducing analysis techniques and describing applications in remote sensing and manufacturing, among others.
This book proposes tools for analysis of multidimensional and metric data, by establishing a state-of-the-art of the... Læs mere
Low level scene understanding functions are formulated as various image segmentation problems, where the advantages of probabilistic inference techniques such as Markov Random Fields (MRF) or Mixed Markov Models are considered.
Further, Fourier imaging is hardly intuitive, and extensive validation of the methods was necessary to ensure that they produced images with sufficient accuracy and... Læs mere