Image recognition : progress, trends and challenges / Charles Z. Liu, S. Ramakrishnan.

Format:

Book

Author/Creator:

Liu, Charles Z., author.

Ramakrishnan, S., author.

Language:

English

Subjects (All):

Computer vision--Equipment and supplies.

Computer vision.

Image processing--Technological innovations.

Image processing.

Physical Description:

1 online resource (372 pages)

Place of Publication:

New York, NY : Nova Science Publishers, Inc., [2020]

Summary:

"This book focuses on research trends in image processing and recognition and corresponding developments. Among them, the book focuses on recent research, especially in the field of advanced human-computer interaction and intelligent computing. Given the existing interaction and recognition of the station, some novel topics are proposed, including how to establish a cognitive model in human-computer interaction and how to express and transfer human knowledge into human-machine image recognition. In an interactive implementation, how to implement user experience through image recognition during machine interaction"-- Provided by publisher.

Contents:

Visual computing for intelligent human-computer interactions : trend, challenges and progress / Charles Z. Liu and Manolya Kavakli

Principle component analysis based computing in image recognition / Charles Z. Liu and Manolya Kavakli

Recognition and awareness modeling for quality of experience and quality of services / Charles Z. Liu and Manolya Kavakli

Performance analysis of local binary patterns for image texture classification methods / S. Nithya and S. Ramakrishnan

Generative adversarial networks : an introduction / Hamed Alqahtani, Manolya Kavakli-Thorne and Gulshan Kumar

Knowledge based adaptive fuzzy strategy for target of interest differentiation / Charles Z. Liu and Manolya Kavakli

PCA-based image recognition applications on vision based computing / Charles Z. Liu and Manolya Kavakli

Review of feature extraction and classification techniques for epileptic seizure detection / A.S. Muthanantha Murugavel and S. Ramakrishnan

Generative adversarial networks : application domains / Hamed Alqahtani, Manolya Kavakli-Thorne and Gulshan Kumar

Vision-based intelligent human-computer interactions with multiple agent collaboration / Charles Z. Liu and Manolya Kavakli

A comprehensive vision-aware-computing-based interactive system with agent-based collaborative information processing / Charles Z. Liu and Manolya Kavakli

Summary and feature works / Charles Z. Liu and Manolya Kavakli.

Notes:

Description based on print version record.

ISBN:

1-5361-7259-6