Intern, Transform Optimization for Next Generation Video Coding

InterDigital, 20 hours ago

Montreal, Quebec

Junior

internship

About InterDigital InterDigital is a global research and development company focused primarily on wireless, video, artificial intelligence ("AI"), and related technologies. We design and develop foundational technologies that enable connected, immersive experiences in a broad range of communications and entertainment products and services. We license our innovations worldwide to companies providing such products and services, including makers of wireless communications devices, consumer electronics, IoT devices, cars and other motor vehicles, and providers of cloud-based services such as video streaming. As a leader in wireless technology, our engineers have designed and developed a wide range of innovations that are used in wireless products and networks, from the earliest digital cellular systems to 5G and today's most advanced Wi-Fi technologies. We are also a leader in video processing and video encoding/decoding technology, with a significant AI research effort that intersects with both wireless and video technologies. Founded in 1972, InterDigital is listed on Nasdaq.

InterDigital is a registered trademark of InterDigital, Inc.

For more information, visit:

Summary State-of-the-art video codecs rely heavily on transform coding as a core tool to efficiently represent video signals. Recent advances in video coding research have introduced learned and non-separable transforms, which offer significant potential for further compression gains. This internship will be carried out within the R&I video coding team in Montreal and will focus on familiarizing with these novel transforms, analyzing their behavior, and investigating strategies to improve their effectiveness. The work may involve designing content-adaptive approaches, refining training methodologies, and benchmarking performance against existing coding standards such as HEVC and VVC. The student will gain hands-on experience with both Python and C++ development in the context of a cutting-edge video coding framework, while building strong expertise in digital signal processing and transform coding techniques.

Responsibilities

• reviewing literature on transform coding,
• familiarizing with the existing video coding standards (such as HEVC, VVC),
• improving transform training algorithms,
• testing enhanced transforms in the test model software using scripts provided by the team.

Qualifications

• Knowledge in digital signal processing
• Proficient Python and C++ coding skills
• Knowledge of video coding is preferred not mandatory

Keywords Video Coding, HEVC, VVC, Digital Signal Processing, C++, Python

Expected Outcomes

• Produce datasets and transforms using the scripts provided by the team.
• Improvement of the scripts and integration of the new transforms in the C++ code of the reference software.
• Produce results and benchmark the different approaches investigated.
• Produce a report on the work carried out during the internship
• Make an end-of-internship presentation to the whole R&I team

Location : Montreal, Canada

InterDigital is an equal employment opportunity employer. InterDigital will not engage in or tolerate unlawful discrimination with regard to any employment decision, policy or practice based on a person's sex, gender, pregnancy (including childbirth, breastfeeding and related medical conditions), age, race, color, religion, creed, national origin, ancestry, citizenship, military status, veteran status, mental or physical disability, medical condition, genetic information, sexual orientation, gender identity or expression, or any other factor protected by applicable federal, state or local law. This policy applies to all terms and conditions of employment, including, but not limited to, recruiting, hiring, compensation, benefits, training, assignments, evaluations, coaching, promotion, discipline, discharge and layoff.

Telecommunications

InterDigital develops mobile and video technologies at the core of devices, networks, and services worldwide. Solving our industry's most critical technical challenges, InterDigital invents solutions for more efficient broadband networks, better video delivery, and richer multimedia experiences years ahead of market deployment. Founded in 1972, InterDigital has licenses and strategic relationships with the world's leading technology companies.