Company Filing History:
Years Active: 2021
Title: The Innovative Mind of Pablo Szekely
Introduction
Pablo Szekely is a prominent inventor based in Rehovot, Israel. He has made significant contributions to the field of video processing through his innovative work at Samsung Electronics Co., Ltd. His expertise in convolutional neural networks has led to advancements in video frame interpolation technology.
Latest Patents
Szekely holds a patent for an "Efficient CNN-based solution for video frame interpolation." This patent describes a sophisticated system that utilizes convolutional neural networks to synthesize non-existing frames from pairs of input frames. The system includes a coarse CNN that processes images captured at consecutive time points, a registration module, a refinement CNN, an adder, and a motion-compensated frame interpolation (MC-FI) module. The coarse CNN generates a previous feature map, a next feature map, a coarse interpolated motion vector field (IMVF), and an occlusion map. The registration module aligns the previous and next feature maps with the pixel locations of the IMVF frame, while the refinement CNN corrects the coarse IMVF. The adder then combines the coarse IMVF with the correction to produce a final IMVF.
Career Highlights
Throughout his career, Szekely has demonstrated a strong commitment to innovation and excellence in his field. His work at Samsung Electronics Co., Ltd. has positioned him as a key player in the development of advanced video processing technologies. His patent reflects his ability to merge theoretical knowledge with practical applications, showcasing his skills as an inventor.
Collaborations
Szekely has collaborated with notable colleagues, including Michael Dinerstein and Tomer Peleg. These partnerships have further enriched his work and contributed to the success of his projects.
Conclusion
Pablo Szekely's contributions to video frame interpolation through his innovative patent highlight his expertise and dedication to advancing technology. His work continues to influence the field and inspire future innovations.