INFORMATION PROCESSING APPARATUS AND CONTROL METHOD THEREOF

Organization Name

Inventor(s)

INFORMATION PROCESSING APPARATUS AND CONTROL METHOD THEREOF - A simplified explanation of the abstract

This abstract first appeared for US patent application 20240185433 titled 'INFORMATION PROCESSING APPARATUS AND CONTROL METHOD THEREOF

Simplified Explanation

An information processing apparatus analyzes a video sequence to track a target by extracting features from different areas of a template image and a search area image, calculating correlations, integrating the results, and detecting the target.

Key Features and Innovation

Sets different areas for template image and search area image
Extracts features using a neural network
Calculates correlations for different areas
Integrates correlation results for target detection

Potential Applications

This technology can be used in:

Video surveillance systems
Object tracking in augmented reality applications
Robotics for object recognition and tracking

Problems Solved

Efficient tracking of targets in video sequences
Accurate detection of objects in changing environments
Improved performance of tracking algorithms

Benefits

Enhanced accuracy in target tracking
Faster processing of video data
Adaptability to different tracking scenarios

Commercial Applications

Title: Advanced Object Tracking Technology for Surveillance Systems This technology can be utilized in:

Security and surveillance industry for tracking individuals or objects
Entertainment industry for interactive experiences
Industrial automation for monitoring and tracking processes

Prior Art

There is prior art related to object tracking in video sequences using feature extraction and correlation calculations, but the specific approach of integrating features from different areas for target detection may be novel.

Frequently Updated Research

There is ongoing research in the field of computer vision and object tracking algorithms that may impact the development and optimization of this technology.

Questions about Object Tracking Technology

How does this technology improve object tracking accuracy?

By extracting features from different areas and integrating correlation results, this technology enhances the accuracy of target detection in video sequences.

What are the potential challenges in implementing this technology in real-time applications?

Real-time implementation of this technology may require efficient processing algorithms and hardware capabilities to handle the computational requirements of feature extraction and correlation calculations.

Original Abstract Submitted

an information processing apparatus sets a first area and a second area corresponding to image areas of a tracking target, which are different from each other, for a template image included in a video sequence and including an image of the tracking target. the apparatus extracts a first area feature and a second area feature from the first area and the second area using a feature extraction nn, extracts a search area feature from a search area image using the feature extraction nn, and performs correlation calculation and deriving a first feature correlation map and a second feature correlation map. the apparatus integrates the first feature correlation map and the second feature correlation map and deriving an integrated feature, and detects the tracking target from the search area image based on the integrated feature.