Deepak Mittal

Title: Deepak Mittal: Innovator in Computer Vision Technology

Introduction

Deepak Mittal is a prominent inventor based in Haryana, India. He has made significant contributions to the field of computer vision, particularly in the detection and alignment of land property boundaries using aerial imagery. With a total of 3 patents to his name, Mittal's work showcases the intersection of technology and practical applications in land management.

Latest Patents

One of Mittal's latest patents focuses on computer vision systems and methods for detecting and aligning land property boundaries on aerial imagery. This innovative system receives aerial imagery containing land properties and applies a feature encoder with multiple levels. The first level includes a convolution block and a discrete wavelet transform layer, which decomposes the input feature tensor into low-frequency and high-frequency bands. The high-frequency band is processed with side-convolutional blocks before being passed to a feature decoder. Ultimately, the system determines the boundaries of land properties based on a boundary cross-entropy loss function, demonstrating a sophisticated approach to land boundary detection.

Career Highlights

Deepak Mittal is currently employed at Insurance Services Office, Inc., where he continues to develop and refine his innovative technologies. His work not only enhances the accuracy of land boundary detection but also contributes to the broader field of computer vision.

Collaborations

Mittal collaborates with notable colleagues, including Venkata Subbarao Veeravarasapu and Venkata Subbarao Veeravasarapu. These collaborations foster an environment of innovation and creativity, allowing for the exchange of ideas and expertise.

Conclusion

Deepak Mittal's contributions to computer vision technology exemplify the potential of innovation in practical applications. His patents reflect a commitment to advancing technology for better land management solutions.