7 papers: research, course writeups, and the bachelor thesis.
Jonatan Ebenholm
Compares a CNN trained on HaGRID against a feed-forward network fed 21 hand landmarks from MediaPipe. The landmark version reached 100% validation accuracy, trained in under a second per epoch, and held up far better under rotation.
Ludwig Boge, Jonatan Ebenholm
A path tracer written entirely in a fragment shader, handling diffuse, specular, glossy and transmissive materials at near real-time rates. The BVH is built on the CPU and traversed in the shader through SSBOs.
Ludwig Boge, Jonatan Ebenholm
A Monte Carlo raytracer built from scratch in C++ for TNCG15. Solves the rendering equation across Lambertian, mirror and transparent surfaces lit by area lights, and benchmarks how shadow ray and sample counts affect quality.
Berkay Orhan, Jonatan Ebenholm
A content-based anime recommender using BERT embeddings and cosine similarity over title metadata. No accounts and no collaborative filtering, which sidesteps both cold-start and privacy problems.
Andrea Åstrand, Jesper Larsson, Jonatan Ebenholm, Tobias Svensson
A full face recognition pipeline for TNM034: Gray World and White Patch white balancing, YCbCr skin segmentation, Hough-transform eye location, then matching against a database. Written in Swedish.
Ludwig Boge, Nikita Sidarovich, Jonatan Ebenholm, Berkay Orhan
A Blender add-on that simulates a solar system by Euler-integrating Newtonian gravity, then animates the planets with procedurally generated materials. Custom UI for building systems from scratch.
Emil Larsgärde, Ludwig Boge, Jonatan Ebenholm, Gayathri Naranath, Gustaf Kronholm, Armen Abedi, Mirijam Björn
Bachelor thesis (18 HP, LiU): a Unity card game on a large touchscreen where ArUco markers and OpenCV read physical card placement. User studies with 12 participants measured the effect on tempo and stress. Written in Swedish.