Noureldien Mahmoud Elsayed Hussein

Title: Noureldien Mahmoud Elsayed Hussein: Innovator in Activity Recognition

Introduction

Noureldien Mahmoud Elsayed Hussein is a prominent inventor based in Amsterdam, Netherlands. He has made significant contributions to the field of activity recognition through his innovative patents. With a total of 4 patents, his work focuses on advanced methods for recognizing long-range activities in video streams and understanding human-object interactions.

Latest Patents

One of his latest patents is titled "Permutation invariant convolution (PIC) for recognizing long-range activities, generating global representation of input streams and classifying activity based on global representation." This method involves segmenting an input video stream to generate multiple frame sets. For each frame set, a frame with the highest likelihood of including one or more actions from a predefined set is identified, regardless of its order. A global representation of the input stream is then generated based on pooled representations of these identified frames, allowing for the classification of long-range activities in the video stream.

Another notable patent is "Context-driven learning of human-object interactions." This method classifies human-object interactions by identifying them in the input. It involves recognizing context features of the input and comparing them with the identified human-object interaction. The importance of each context feature is determined, and if it exceeds a certain threshold, it is fused with the identified interaction, enhancing the classification process.

Career Highlights

Noureldien has worked with leading technology companies, including Qualcomm Incorporated and Qualcomm Technologies, Inc. His experience in these organizations has allowed him to develop and refine his innovative ideas in the realm of activity recognition.

Collaborations

Throughout his career, Noureldien has collaborated with notable professionals in the field, including Efstratios Gavves and Arnold Wilhelmus Maria Smeulders. These collaborations have contributed to the advancement of his research and the successful development of his patents.

Conclusion

Noureldien Mahmoud Elsayed Hussein is a distinguished inventor whose work in activity recognition has paved the way for advancements in video analysis and human-object interaction understanding. His innovative patents reflect his commitment to enhancing technology in this field.