Deep learning applications. (2020)

• Record Type: Book
• Further Information: Note: M. Arif Wani, Mehmed Kantardzic, Moamar Sayed-Mouchaweh, editor.
• Other Names: Wani, M. A (M. Arif); Kantardzic, Mehmed; Sayed-Mouchaweh, Moamar
• Contents: Trends in Deep Learning Applications -- Optimization Strategies -- Quasi-Newton Optimization Methods -- Application to Deep Reinforcement Learning -- Medical Image Segmentation using Deep Neural Networks with Pre-trained Encoders -- Enabling Robust and Autonomous Material handling in Logistics through applied Deep Learning Algorithms -- Performance metric -- Dataset creation -- Detecting Work Zones in SHRP2 NDS Videos Using Deep Learning Based Computer Vision -- Deep Learning Framework and Architecture Selection -- Action Recognition in Videos Using Multi-Stream Convolutional Neural Networks -- Ensemble of 3D Densely Connected Convolutional Network for Diagnosis of Mild Cognitive Impairment and Alzheimers disease.
• Publisher Details: Singapore : Springer
• Publication Date: 2020
• Extent: 1 online resource (184 pages)
• Subjects: 006.3/1; Machine learning; Machine learning; Electronic books
• Languages: English
• ISBNs: 9789811518164; 9811518165
• Related ISBNs: 9789811518157; 9811518157
• Notes: Note: Print version record.
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.