Pattern Recognition, Machine Vision and Image Processing Applications

Session Description

Pattern recognition and Image processing nowadays became so important in many application areas such as Image sharpening and restoration, Medical field, Remote sensing, Transmission and encoding, Pattern recognition, Machine vision and image processing.

In the past, several researchers proposed multiple techniques such as conventional machine learning techniques, supervised and unsupervised learning, reinforcement learning, Bayes classifier, K-means clustering, random forest, and decision tree. Recently, the rapid advancements in deep learning or deep neural networks has shown a promising performance for high resolution scenarios.

Challenge in the image processing domain is that huge voluminous of the data captured through many sources such as social media, live streaming infrastructure, satellite images is causing a great difficulty to pre-process, analyse and perform decision making. Because of these issues, the algorithms and approaches that are currently available are not sufficient to handle huge amounts of data.

Authors are encouraged to submit contributions related to any of the following recommended topics mentioned below.

Recommended Topics

The aim of this Special Issue is two-fold, as follows: firstly, this Issue shows novel applications of modern techniques for data acquisition and data visualization and, secondly, it proposes new methodologies for huge dataset processing using modern pattern recognition and machine learning approaches. (but not limited to)

• Principles of Pattern Recognition
• Object Detection, Tracking and Recognition
• Pattern Recognition Applications
• Robotics
• Remote Sensing
• Shape and Texture Analysis
• Statistical Pattern Recognitionv
• Syntactical and Structural Pattern Recognition
• Voice and Speech Recognition
• Video Recognition, indexing and analysis
• Face recognition
• Event and action recognition
• Machine learning
• Classification and clustering
• Applications of Machine Vision
• Morphology in image processing
• Image registration, filtering and enhancement
• image segmentation
• image analysis
• image classification
• feature extraction, 2D&3D modelling and processing
• Artificial Intelligence for Machine Vision
• Image and video retrieval
• Medical image processing

Paper Submission Process

Please submit your paper (in word format) at deepak_s@vnrvjiet.in , madhu_g@vnrvjiet.in , kcn_be@rediffmail.com  with Special Session on “Pattern Recognition, Machine Vision and Image Processing Applications" mentioned in the subject line.