Inha: Camera-Free Gaze Tracking via AI

A research team led by Professor Kang Ji-hoon from the Department of Electrical and Electronic Engineering at Inha University has developed a neuromorphic semiconductor-based interface technology capable of reading gaze intention in real time without optical devices.

Professor Kang Ji-hoon’s team achieved this outcome through international collaborative research with Jeonju University, the Korea Institute of Science and Technology (KIST), Washington University in St. Louis, and the University of Virginia.

Gaze tracking is a key technology for extended reality (XR) and mobile healthcare. However, existing technologies face limits in wearable environments due to bulky optical devices and high power consumption. To address these issues, the team utilized a thin sensor attached to the skin that detects subtle electrical signals from eye movements, which AI then analyzes in real time.

By applying neuromorphic semiconductors that mimic the human brain, the team increased processing speed while significantly reducing power consumption. The system also performs computations directly on the device, enhancing personal data protection. This camera-free technology reduces the wearing burden and is expected to be applied in XR devices, assistive devices for people with disabilities, and mobile healthcare.

This research was supported by the National Research Foundation of Korea (NRF) and the Ministry of Trade, Industry and Energy (MOTIE). The joint study, involving teams from Jeonju University, KIST, Washington University in St. Louis, and the University of Virginia, was published in the latest online issue of ACS Nano, a prestigious journal published by the American Chemical Society (ACS).

Professor Kang Ji-hoon stated, “This research presents new possibilities for wearable AI interfaces and will serve as an important foundation for the advancement of human–computer interaction.”

▲Low-power, real-time interface technology based on neuromorphic computing

Original Article

Inha GTEP Drives K-Beauty Exports at in Italy

Inha University’s Regional Specialized Youth Trade Expert Training Program (hereinafter GTEP program) recently participated in the “Cosmoprof Worldwide Bologna 2026” beauty exhibition in Italy, successfully supporting the entry of domestic small and medium-sized beauty companies into the European market.

Cosmoprof Bologna is the world’s largest business-focused beauty industry exhibition, with approximately 3,100 companies from 60 countries participating and around 300,000 visitors attending.

At this exhibition, Park Geun-A and Choi Gyeong-Ryun, students from the Department of International Trade in the GTEP program, were dispatched to support exports for their partner company, Chamos Cosmetics Co., Ltd. They demonstrated their practical skills by conducting export consultations and product promotions for global buyers at the on-site booth.

Chamos Cosmetics Co., Ltd., the partner company, highlighted its certified products that have completed CPNP (European cosmetic product notification) registration to overcome the high entry barriers of the European market. In particular, products such as the “Magical Sting Spicule Cream,” which uses micro-needle ingredients, the low-irritation “Blancene Pure Mild Weakly Acidic Cleanser,” and the “Snail Repair Moisturizing Foot Pack,” designed for convenient home care, attracted strong interest.

During the exhibition, the GTEP program promoted its in-house manufacturing infrastructure based on ISO 22716 certification and actively proposed the possibility of establishing customized original equipment manufacturing and original design manufacturing partnerships tailored to buyers, in addition to finished product exports.

Furthermore, by operating a tester zone to demonstrate product usage and distributing sample kits, the team carried out diverse on-site marketing activities that led to practical contract discussions. As a result, they achieved 120 consultation cases and pursued contracts worth approximately 80,000 USD per buyer.

The GTEP program is supported by the Ministry of Trade, Industry and Energy to foster trade professionals specialized in overseas regions in response to industry demands. The university has participated in the program for 20 consecutive years, providing students with practical experience in the trade industry and supporting the global expansion of domestic small and medium-sized enterprises.

Kim Ung-Hee, director of the GTEP program, stated, “Cosmoprof Bologna in Italy is a frontline marketing venue for the domestic beauty industry to expand into overseas markets,” adding, “We will continue to actively support participation in major exhibitions to help our companies achieve tangible export results while enhancing students’ practical field experience.”

▲Students from the GTEP program are carrying out export support activities at the Cosmoprof Worldwide Bologna 2026 beauty exhibition in Italy.

Original Article

Inha: Single-Camera Fingertip Recognition

전체 시스템 파이프라인 ▲Overall System Pipeline

The research team led by Professor Lee Woo-Gi from the Department of Industrial Engineering at Inha University, along with the Voice AI Research Institute, has developed an artificial intelligence technology capable of recognizing fingertip contact in real time using only standard camera footage.

This technology analyzes depth information and motion information in video simultaneously, enabling accurate recognition of contact even when hands move quickly or are partially occluded.

In particular, it can estimate three-dimensional information using only a standard camera without requiring a separate depth sensor, achieving high recognition performance while reducing costs compared to conventional equipment.

The research was jointly conducted by Professor Lee Woo-Gi’s team, Dr. Mukhiddin Toshpulatov, a visiting researcher at Inha university’s Voice AI Research Institute, and Professor Lee Su-An from Semyung University.

The research results were accepted at CVPR 2026, one of the world’s most prestigious conferences in artificial intelligence and computer vision, under the title “Real-Time Multimodal Fingertip Contact Detection via Depth and Motion Fusion.” Recently, CVPR has recorded an h5-index of 450, demonstrating a level of academic influence ranked second in the world, following Nature and surpassing Science, alongside the rapid advancement of the AI field.

Professor Lee Woo-Gi from the Department of Industrial Engineering stated, “It is significant that performance comparable to existing depth recognition sensors can be achieved using only a simple smartphone camera,” adding, “This technology has strong potential for applications in various fields such as medical simulation, music interfaces, and sign language recognition, and could also serve as a key technology for human-robot collaboration in future smart manufacturing environments.”

Meanwhile, Professor Lee Woo-Gi’s research team has been carrying out the national artificial intelligence core technology development project “XVoice” from 2022 to 2026 with support from the Ministry of Science and ICT, and the research is being conducted with support from the Institute for Information and Communications Technology Planning and Evaluation and the National Research Foundation of Korea.

업레이션 스터디 실험 결과 ▲Ablation Study Results

Original Article

Inha’s Local Ties for Climate Crisis Response

▲MOU Signing Ceremony between the Inha University Climate Crisis Response Project Group and the Korea–Tajikistan Economic Exchange Association

The Inha University Climate Crisis Response Project Group has recently drawn attention by actively engaging in cooperation with regional institutions to promote internationalization projects and strengthen the linkage between high schools and universities.

The group recently held separate MOU signing ceremonies with the Korea–Tajikistan Economic Exchange Association, Ewon Medical Foundation, and Incheon Daegun High School.

Through these partnerships, it plans to promote international collaboration with the Korea–Tajikistan Economic Exchange Association and Ewon Medical Foundation, while working with Incheon Daegun High School to implement high school–university linked educational programs. These efforts aim to strengthen cooperation with the local community and invigorate the second phase of the project.

Since its establishment in 2019, the Korea–Tajikistan Economic Exchange Association has contributed significantly to economic exchanges between Korea and Tajikistan. Ewon Medical Foundation is the largest clinical testing and research institution in Korea. Together with the Inha University Climate Crisis Response Project Group, they will carry out various collaborative initiatives, including the development of international cooperation projects and programs supporting students’ overseas advancement and local education opportunities.

With Incheon Daegun High School, which celebrates its 80th anniversary this year, the group will implement an advanced program targeting 15 selected first-year students. Over the next three years, the program will include auditing courses in the climate crisis response convergence major and participating in joint club activities, thereby elevating existing high school–university linkage programs to a new level.

Since being selected in July 2023 as a participating university in the HUSS (Humanities Utmost Sharing System) Convergence Talent Development Project (Environment Consortium), supported by the Ministry of Education and the National Research Foundation of Korea, the group has focused on building a foundation for cultivating convergent talent in climate crisis response.

Key achievements include the establishment of advanced classrooms to support both curricular and extracurricular activities, the operation of a convergence major involving students from diverse departments, the development and implementation of specialized international field training programs, and the execution of various international collaboration projects with regions and countries worldwide, including GGC.

As it enters the second phase this year, the Inha University Climate Crisis Response Project Group is accelerating preparations for a new leap forward.

Plans include introducing new AI-related courses such as “AI and Social Change” and “AI in Climate Crisis Response,” expanding career pathways and global opportunities for undergraduate students in the convergence major, and establishing a new graduate-level Department of Climate Change Response. Additionally, a combined bachelor’s–master’s program will be introduced to foster professional researchers in the field.

Kim Jeong-ho, head of the Inha University Climate Crisis Response Project Group, stated, “Based on the achievements of the first phase, we will strive to cultivate outstanding convergent talent who will lead the future by enhancing the quality of the curriculum and strengthening collaboration with local and international communities during the second phase.”

▲Group Photo of the Climate Crisis Response Project Group and Ewon Medical Foundation

▲MOU Signing Ceremony between the Climate Crisis Response Project Group and Incheon Daegun High School

Original Article

Inha’s New Logistics Program in Peru

▲At the recent first entrance ceremony of the Digital Supply Chain & Logistics Engineering department held at the National University of San Marcos(UNMSM), new students and attendees are taking a commemorative photo.

Inha University is promoting an international cooperation project to establish a Department of Digital Supply Chain & Logistics Engineering at the National University of San Marcos (UNMSM) in Peru and to support the development of a logistics-based startup ecosystem.

This project is part of the National Research Foundation of Korea’s “Leading University Development Support Program for International Cooperation” and is a mid- to long-term project conducted over six years from April 2026 to March 2032. Inha University participates as the lead institution, building an integrated cooperation model that encompasses education, research, and entrepreneurship in the local region.

As a result of the project, the first entrance ceremony of the Digital Supply Chain & Logistics Engineering department was recently held at the National University of San Marcos (UNMSM). This department is the first case in South America to systematically introduce a curriculum specializing in digital logistics and supply chains, and it is expected to create a new turning point in Peru’s higher education system as a whole.

Through this project, Inha University is developing a curriculum that integrates AI-based digital supply chains, logistics, and entrepreneurship. To go beyond simple theoretical education and strengthen practice-oriented training applicable to real industrial settings, the university is also establishing logistics laboratories and educational and research equipment.

In addition, to enhance the capabilities of faculty and students, the project supports the training of doctoral-level faculty members and operates various programs such as research and education workshops, expert dispatch, and joint project implementation. The key goal is to help local universities secure the capacity for self-sustained education and research.

In particular, this project draws attention in that it goes beyond establishing a department and includes the creation of a startup ecosystem in the logistics field. Inha University plans to provide entrepreneurship education and technology commercialization support for local faculty, students, and youth, while promoting lab-based startups and company establishment based on logistics technologies. Through this, it aims to build a virtuous cycle connecting education, research, and entrepreneurship.

President Cho Myeong-Woo stated, “Inha University is contributing to educational innovation and industrial development in Latin America through global industry-academia cooperation and international development collaboration,” adding, “We will continue to share Korea’s excellent educational models with the world and expand sustainable international cooperation networks.”

Professor Park Seung-Wook of the College of Business Administration, who serves as the project director, said, “This project is a long-term cooperation initiative that goes beyond simply establishing a department, aiming to simultaneously build a talent development system and a startup ecosystem in the field of digital supply chain and logistics in Peru.”

Original Article



New AI Knowledge Hub at Inha

Inha University’s Jungseok Library recently successfully held the opening ceremony of ‘AI CUBE (AI Convergence Bookshelf),’ which will serve as a hub for integrated academic services in the age of artificial intelligence, along with an AI roundtable discussion linked to the event.

AI CUBE is an AI-specialized convergence knowledge space designed to maximize the convenience of information exploration through one-stop curation of AI-related knowledge, and to contribute to the cultivation of creative, interdisciplinary talent by providing users with insights that transcend academic boundaries.

The event was attended by key Inha university officials, including Executive Vice President for Academic Affairs Baek Seong-hyun, Acting Student Council President Choi Su-han, and professors participating in the AI roundtable.

In the AI roundtable that followed, professors from various academic disciplines participated as panelists and engaged in multifaceted discussions on AI application cases and the resulting societal changes. In particular, 32 undergraduate and graduate students participated in the session, continuing an active Q&A discussion.

Acting Student Council President Choi Su-han stated, “As the role of AI continues to grow across all fields of study, it is important to learn how to use it properly and efficiently,” adding, “I expect this opportunity will help us better understand how to use AI effectively.”

Director of Jungseok Library Kim Young-soon remarked in her opening speech, “We organized this roundtable with the hope that students will become individuals who can cross the boundaries of academic disciplines.”

Executive Vice President for Academic Affairs Baek Seong-hyun encouraged students by saying, “The pace at which AI is transforming our lives is accelerating, and in this era of change, some students may feel lost or even fearful,” adding, “Through this roundtable, I hope students will gain insights from experts and find direction for their future lives.”

Starting with the opening of AI CUBE and this roundtable, Jungseok Library plans to continue providing platforms for interdisciplinary exchange and to expand its role as a hub for convergence knowledge.

▲Officials are cutting the ribbon at the AI CUBE opening ceremony.

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Inha Med Students Honor ‘Silent Mentors’

Students from INHA College of Medicine became the first from a Korean medical school to participate in the ‘Silent Mentor’ program at Tzu Chi University College of Medicine in Hualien, Taiwan.

The training delegation, consisting of Vice Dean Choi Jeong-seok, Department Chair of Pre-medicine Kim Geun-ho, Professor Kim Il-doo, and four senior medical students, visited Tzu Chi University—world-renowned for its unique anatomy curriculum—for a six-day session from the 15th to the 20th.

The ‘Silent Mentor’ program is characterized by treating the cadaver not as a mere anatomical object, but as a ‘mentor,’ fostering deep reflection on respect for life and human dignity. Students engaged in a humanities-based educational process that included studying the donor’s life in advance, meeting with bereaved families, performing gratitude rituals, and attending memorial ceremonies to honor the donor’s legacy.

Notably, this practice utilized fresh(unembalmed) cadavers, which allow students to experience tissue textures similar to actual clinical settings without chemical preservation treatments. Students enhanced their practical capabilities by performing basic clinical skills, such as skin incision and suturing, vascular access, and arthrocentesis. Beyond technical acquisition, the experience provided an integrated education in empathy, ethics, and professionalism.

Tzu Chi University College of Medicine has practiced education that respects cadavers as ‘Silent Mentors’ since 1996 and has been operating this program in earnest since 2002. These efforts have spread bioethical awareness throughout Taiwanese society, resulting in approximately 43,000 organ and cadaver donation pledges to date, making it a global model for anatomical education.

This training is also part of the ‘Community-Based Medical Education’ program currently being promoted by the College of Medicine. Since last year, it has been adopted as specialized education under the ‘Regional Innovation Strategy and Capacity Building (RISE)’ project, conducted by the Ministry of Education and 17 metropolitan governments, including Incheon Metropolitan City, to strengthen educational capabilities.

Based on the achievements of this training, the College of Medicine plans to strengthen its clinical surgical anatomy curriculum—integrating medical humanities, basic anatomy, and clinical medicine—and systematize mutual cooperation with Tzu Chi University to transform into a medical school that fulfills its social responsibilities.

Lee Hoon-jae, Dean of the College of Medicine, stated, “This training at Tzu Chi University served as an important opportunity to confirm the direction of the community-based and integrated medical curriculum that Inha University College of Medicine pursues.” He added, “Based on the ‘Silent Mentor’ program model, we plan to fully implement a surgical anatomy curriculum in connection with our newly developed educational and practice facilities.”

▲ Medical students pay their respects while viewing photos and descriptions of the ‘Silent Mentor’s’ life displayed on a monitor before the practice session.

▲ Participating students honor the ‘Silent Mentors’ by singing a memorial song during a gratitude ceremony.

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New AI Boosts Image Restoration Efficiency

A research team led by Professor Lim Hongki of the Department of Electrical and Computer Engineering at INHA University has recently developed ‘FAST-DIPS,’ a new artificial intelligence technology for image restoration based on diffusion models.

Professor Lim’s research team proposed a method to more quickly and stably solve ‘inverse problems,’ which involve reconstructing original images from degraded or partially observed data.

Image inverse problems are core challenges in computer vision and image processing, including super-resolution, inpainting, deblurring, phase retrieval, and HDR restoration. However, existing diffusion model-based restoration techniques have limitations: as problem types become more complex, they require repetitive gradient calculations or internal optimization processes, leading to high computational costs. In some cases, adjoint operators or pseudo-inverse matrices for each operator must be designed separately.

The core of the FAST-DIPS method proposed by the research team is to achieve fast and stable restoration with minimal computation at each step by combining constraints that strictly maintain consistency with measured values with analytically calculated optimal step sizes. This adjoint-free approach allows for flexible application to various linear and non-linear restoration problems without separate retraining. Furthermore, its implementation based on automatic differentiation offers the advantage not having to manually design complex adjoint-free analytic steps or pseudo-inverse matrices.

Additionally, the research team proposed a hybrid approach that combines pixel space and latent space. In the initial stages, reconstruction is performed in pixel space for fast computation, and it then transitions to latent space to better utilize the representative power of generative models, simultaneously enhancing both restoration quality and computational efficiency.

This study is significant for simultaneously increasing computational efficiency and application flexibility in diffusion model-based image restoration. The developed technology is expected to be widely utilized in various computer vision and scientific application fields that require high-speed, high-quality image reconstruction.

These research results were published in the paper titled ‘FAST-DIPS: Adjoint-Free Analytic Steps and Hard-Constrained Likelihood Correction for Diffusion-Prior Inverse Problems,’ with doctoral student Kim Min-woo and MS-PhD integrated student Shin Seung-hyeok participating as joint first authors under the guidance of Professor Lim Hongki.

The paper was recently accepted for ICLR 2026, an international academic conference in the field of artificial intelligence. ICLR is considered the world’s most prestigious international conference in the field of deep learning.

The research team is scheduled to present their findings at ICLR 2026 in Rio de Janeiro, Brazil, this coming April.

▲Image restoration results and comparisons developed by Professor Lim Hongki’s research team using FAST-DIPS

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‘Inha Coffee Night’ for Education Innovation

INHA university announced on the 30th that the Graduate School of Education recently held a meeting program for communication with students titled ‘Evening with Coffee’.

This event was organized to further develop the curriculum and support system by actively reflecting the experiences and opinions of graduate students, who are the practical subjects of education.

The Graduate School of Education held the event in the lobby on the 1st floor of the 60th Anniversary Memorial Hall, where President Cho Myeong-woo, key university officials, and graduate students participated in a time of communication in a free-flowing atmosphere. In particular, President Cho Myeong-woo and Executive Vice President for Academic Affairs Baek Seong-hyeon encouraged the students by personally sharing coffee and refreshments.

Participants shared their experiences in their studies and research processes in a relaxed setting and presented various opinions regarding curriculum operation, learning support, and improvements to facility environments.

Specifically, this event was prepared as a venue to sophisticatedly refine the curriculum and support systems based on student feedback and to carry forward the achievements of the Teacher Training Institution Competency Assessment. It functioned as a communication channel to reflect voices from the field into policy, going beyond mere listening.

Previously, the university achieved significant results in the 6th Cycle of the Teacher Training Institution Competency Assessment, receiving the highest grade for the College of Education and an excellent grade for the Graduate School of Education. This event was promoted as an extension of these achievements to further refine educational quality and continuously develop a teacher training system that reflects field opinions.

The Graduate School of Education has continued to innovate in response to the changing educational environment, such as establishing an IB(International Baccalaureate)-based teacher training system and strengthening AI convergence and STEAM education. With this event as a turning point, the school plans to further strengthen the student participation-based feedback system and increase the execution power for improving educational quality.

President Cho Myeong-woo stated, “The experiences and opinions of our students are the most important starting point for improving the quality of education. By actively reflecting voices from the field, we will solidify the achievements we have made in the competency assessment and leap forward as a teacher training institution that leads future education.”

Meanwhile, the Graduate School of Education plans to continue developing curriculum specialization and student support systems through ongoing communication with students, and to steadily expand education innovation models linked with the local community.

▲President Cho Myeong-woo hands coffee to a graduate student during the ‘Evening with Coffee’ event.

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Incheon Forum: Reviving the Local Economy

▲The 2nd public forum of the Inha–Incheon Future Design Forum was held at Room 112 of the 60th Anniversary Hall (INHA Creative Space) on the March 11th.

Inha university successfully concluded the 2nd public forum of the Inha–Incheon Future Design Forum, which seeks sustainable future strategies for Incheon.

At this second forum, under the theme ‘How to Overcome the Crisis of the Local economy,’ participants diagnosed key issues in Incheon’s local economy—such as the crisis facing local self-employed businesses and small merchants, shrinking consumption, and financial debt—and explored practical policy alternatives.

Professor Kang Byeong-gu of the Department of Economics served as the moderator, and both field perspectives and academic solutions were discussed in depth.

Professor Han Jae-jun of the Department of Finance and Management participated as a presenter, analyzing the decline in regional consumption and the deterioration of the business environment for the self-employed amid high interest rates and high inflation, and proposed the need for region-tailored financial support and structural transition policies.

Lee Seong-won, Secretary General of the Korea Federation of Micro Enterprises and Self-Employed, highlighted structural difficulties—such as the debt burden of small business owners and issues related to rent and platform fees—based on field cases, and proposed measures for institutional improvement and strengthening the social safety net.

Following this, Park Jeong-man, former Director of the Seoul Financial Welfare Counseling Center; Kim Ha-un, Chairman of the NGO Together Incheon People; Byeon Dong-hun, CEO of Kona I; and Oh Seung-seop, Chairman of the Incheon Association of Small Manufacturers, participated in the discussion, presenting various alternatives including the role of local currency policies, financial welfare support systems, strengthening the competitiveness of small manufacturers, and building public-private cooperation models.

Participants agreed that the crisis of the local economy should be approached not only as a short-term economic response but as a comprehensive strategy linking industrial, financial, and welfare policies. In particular, they emphasized that local governments should organically design policies such as local currency, public procurement, and revitalization of neighborhood commercial districts so that they lead to a recovery in the perceived economic situation.

The 3rd Policy Public Forum, which will continue on the 18th, will be held under the theme ‘Sustainable Doughnut City Model and Policy Tasks for Incheon.’

Professor Kim Chang-gyun of the Department of Environmental Engineering will serve as moderator, and Professor Woo Seung-beom of the Department of Oceanography and Kim Byeong-kwon, Director of the Green Transition Institute, will present.

The presentations will examine environmental, marine, and energy policy tasks for Incheon from the perspective of ‘Doughnut Economics,’ which considers both the ecological limits of cities and their social foundations in the era of climate crisis.

Former Director Cho Gyeong-du of the Incheon Carbon Neutrality Research Support Center; Professor Lee Jun-beom of the Law School; Kim Chung-gi, Representative of the Incheon Urban Agriculture Network; and Jang Si-jeong, Steering Committee Member of the Incheon Citizen Power Cooperative Network, will participate in the discussion, addressing issues such as carbon neutrality, urban agriculture, citizen-participatory energy transition, and institutional foundations.

An official from the Regional Cooperation Center stated, “The second forum reaffirmed that the recovery of the local economy is the most urgent task for the local community,” adding, “In the upcoming third forum, we hope to gather wisdom together with citizens on a sustainable model for Incheon that can simultaneously address the climate crisis and inequality.”

지난 11일 60주년 기념관 112호(INHA Creative Space)에서 열린 인하인천미래디자인포럼 2회 공론장에서 참석자들이 기념사진을 촬영하고 있다.

▲Participants are taking a commemorative photo at the 2nd public forum of the Inha–Incheon Future Design Forum held on the 11th at Room 112 of the 60th Anniversary Hall (INHA Creative Space).

Original Article