Inventors with similar research interests:
Location History:
- West Bengal, IN (2015)
- Kolkata, IN (2016)
- Banagalore, IN (2017)
- Benagluru, IN (2018)
- Karnataka, IN (2011 - 2019)
- Bengaluru, IN (2013 - 2024)
Company Filing History:
95 out of 1,564 
1 out of 832,880 Years Active: 2011-2025
Areas of Expertise:
Title: Innovations of Balamuralidhar Purushothaman in Fashion Attribute Detection and Workflow Automation
Introduction
Balamuralidhar Purushothaman, based in Bengaluru, India, stands out as an accomplished inventor with an impressive portfolio of 85 patents. His contributions to the fields of image processing and automation have led to significant advancements in technology and workflow efficiency. Through his innovative patents, he addresses complex challenges, particularly in the areas of fashion attribute detection and machine vision applications.
Latest Patents
One of Balamuralidhar's latest patents is titled "Method and system for fashion attribute detection." Traditional systems have struggled with predicting fashion attributes due to substantial intra-class variations and minimal inter-class distinctions in the data. In response to this challenge, he developed F-AttNet, an attribute extraction network designed to enhance fine-grained localized fashion attribute recognition. F-AttNet utilizes Attentive Multi-scale Feature Encoder (AMF) blocks that adaptively recalibrate channel weights to encapsulate multi-scale fine-grained attribute information. This innovative model employs a novel γ-variant focal loss function to tackle class imbalance by assigning different importance to correctly and incorrectly classified instances.
Another notable patent is the "System and method for dynamically generating composable workflow for machine vision application-based environments." This invention addresses the need for automation in creating efficient workflows with minimal effort. Recognizing the expertise required for workflow synthesis, Balamuralidhar's system adopts a goal-driven algorithm selection approach, allowing for the generation of task workflows with their success probabilities based on initial conditions and natural language goals. The incorporation of symbolic AI planning alongside Reinforcement Learning fosters robust and adaptive workflows that respond effectively to environmental changes.
Career Highlights
Throughout his career, Balamuralidhar has made significant impacts while working at prominent companies, including Tata Consultancy Services Limited. His experience here has honed his skills in developing innovative solutions and technologies.
Collaborations
In his journey, Balamuralidhar has collaborated with experts in his field, including Jayavardhana Rama Gubbi Lakshminarasimha and Tapas Chakravarty. These collaborations have fostered a shared environment for creative ideas and cutting-edge technological advancements.
Conclusion
Balamuralidhar Purushothaman's innovative mindset and relentless pursuit of excellence in image processing and automation exemplify the qualities of a remarkable inventor. With 85 patents to his name, his work continues to shape the future of technology, particularly within the realms of fashion attribute detection and automated workflows. As he progresses in his career, his contributions will undoubtedly pave the way for further innovations.