{"id":2937180,"url":"https://alion.io/job/axis-communications-master-thesis-core-tech-graphics-three-different-ideas","title":"Master Thesis – Core Tech Graphics: Three Different Ideas","company":{"id":4200,"name":"Axis Communications","domain":"axis.com","url":"https://alion.io/company/axis-communications","size_band":"1001-5000","is_staffing_agency":false,"employer_type":"direct","is_intermediary":false,"listed_via":null,"ats_vendor":"Workday","truth_index":{"grade":"A","score":91,"open_postings":15,"ghost_share":0,"stale_share":0.267,"repost_share":0.133,"time_to_fill_p50_days":26,"computed_at":"2026-10-27T05:46:45Z"}},"role":"Early Careers","role_family":"Early Careers","seniority":null,"employment_type":"full_time","work_mode":"on_site","remote_scope":null,"remote_scope_basis":null,"remote_working_hours":null,"hiring_geo_confidence":"structured","locations":["Lund, Sweden"],"countries":["SE"],"hiring_countries":[],"hiring_countries_total":0,"salary":null,"salary_estimate":null,"experience_years_min":null,"visa_sponsorship":false,"relocation_package":false,"has_equity":false,"technologies":[{"name":"Computer Vision","optional":false},{"name":"Digital Twin","optional":false},{"name":"Intercom","optional":false},{"name":"World Models","optional":false}],"status":"live","first_seen_at":"2026-10-20T16:23:03Z","employer_posted_date":"2026-10-20","last_verified_at":"2026-10-27T13:43:25Z","board_verified":true,"closed_at":null,"days_open":6,"trust":{"level":"ok","repost_count":null,"flags":[],"days_open":6},"description":"Job Title\nMaster Thesis - Core Tech Graphics: Three Different IdeasJob Description\nWe have three ideas for you to pick from:\n1) AI 3D Segmentation for Digital Twin\n2) Visual-thermal automatic alignment\n3) World Model for Depth Estimation and Segmentation in Body-Worn Camera\nCategory\n Computer Science, Applied Mathematics, Technical Physics, Electronics Engineering or similar\nScope\n Two Master students, 30hp\n1) AI 3D Segmentation for Digital Twin\nDynamically updating a Digital Twin using monocular depth\nThis thesis explores the use of AI models to gain semantic understanding of the scene and depth information. This enables the possibility to keep track of changes to the scene that could be paired with metadata of objects.\nTo keep a Digital Twin updated, you will usually do a re-scan of the scene. A previous thesis project has shown that cameras can be used to update the scene instead of doing a re-scan. However, that project didn't really gain semantic understanding of the scene, which leads to a couple of limitations. By utilizing AI enabled 3D segmentation on a 2D image or image sequence, one can achieve more reliable upgrades to the Digital Twin models and keep it up to date.\nYour goals\nDevelop a reliable approach for detecting and segmenting scene changes.\nCompare modern monocular depth-estimation models and select one suited to the project.\nMeasure how accurately new objects can be placed in a Digital Twin, in terms of depth and position.\nExplore how cameras can help keep Digital Twins up to date without repeated rescanning.\n2) Automatic Alignment of Visual and Thermal Images\nBring visual detail and thermal information together\nSome cameras capture both a visual image, rich in color and detail, and a thermal image that reveals heat. Combining the two views can provide more useful information, but differences in field of view and the way objects appear can make alignment challenging.\nAlignment often depends on manually identifying a point shared by both images. This thesis will investigate whether computer vision can find corresponding features automatically and use them to align visual and thermal views.\nYour goals\nReview research on automatic alignment of visual and thermal images.\nImplement or adapt methods for detecting shared features in paired images, then compare their performance.\nIdentify the conditions that help or hinder alignment.\nAssess what data, calibration, or further development would be needed for a practical solution.\nPresent a demonstration, findings, and recommendations for future work.\n3) World Models for Depth Estimation and Segmentation in Body-Worn Camera Video\nTowards more accurate 3D indoor reconstruction\nBody-worn cameras record rooms, corridors, and objects as the wearer moves through a building. This footage could help create 3D indoor reconstructions, but camera movement, changing viewpoints, and occlusions make it difficult to understand the scene accurately.\nV-JEPA is a video representation model developed in the context of world-model research. While it learns useful visual features from video, producing accurate depth maps and segmentation masks requires additional prediction modules and training. This thesis will explore how to adapt V-JEPA to improve those capabilities.\nYour goals\nImprove depth estimation and segmentation in body-worn camera footage.\nEstablish a baseline using pre-trained V-JEPA features and task-specific prediction modules.\nTest improvements to training objectives and ways of combining features from different model layers.\nExplore whether information across video frames can make predictions more consistent.\nEvaluate depth and segmentation results, then assess their effect on indoor reconstruction using an existing 3D pipeline.\nThis cross-team project at Axis brings together practical programming and research in video world models and 3D computer vision. It’s an opportunity to apply emerging AI techniques to a real-world challenge.\nOK, I am interested , what do I do now?\n You are valuable to us - how nice that you are interested in one of our proposals! There are a few things for you to keep in mind when applying.\nApplications are accepted in both Swedish and English, and you apply via the proposal advert.\nThe announced thesis is open only to students affiliated with a Swedish University/College either directly or via an exchange program.\nFor this thesis, we would like you to apply in pairs. Please send one application each but make sure to clearly state in your application who your co-applicant is. If you have any questions regarding this, please do not hesitate to contact us.\nPlease attach your CV and University/College grade summary.\nPlease state which thesis idea(s) you are interested in in your application\nWho to contact for any questions regarding the position:\nSara Garmark, hiring manager\n+46 46 287 97 77\nType of Employment\nThesis Worker (Fixed Term)Posting End Date\n2026-11-27Certain roles at Axis require background checks, which means applicable verifications will be done in these recruitments. Notice will be provided before we take any action.\nAbout Axis Communications\nWe enable a smarter and safer world by creating innovative solutions for improving security and business performance. As a network technology company and industry leader, we offer solutions in video surveillance, access control, intercom, and audio systems, enhanced by intelligent analytics applications.\nWith around 6,000 committed employees in over 50 countries, we collaborate with partners worldwide. Together, we thrive in our friendly, open, and collaborative culture and inspire each other to think beyond the expected. United by our commitment to inclusion, diversity, and sustainability, we consistently seek to develop our skills and way of working.\nLet´s create a smarter and safer world\nFor more information about Axis, please visit our website www.axis.com.\nListen to Axis Communications Playlist","description_format":"text","description_chars":5940,"description_truncated":false,"requirements":{"experience_years_min":null,"management_years_min":null,"team_size_min":null,"manages_managers":false,"education":null,"security_clearance":false,"languages":[]},"benefits":[],"hiring_locations":[],"hiring_excludes":[],"relocation_offered":false,"industries":["Video Surveillance","Access Control & Alarm Systems"],"lifecycle":[{"event":"open","at":"2026-10-20T16:23:03Z"}],"visa":[],"liveness":{"score":90,"band":"hot","label":"Hiring now","p_open":1,"p_active":0.9,"p_room":1,"age_days":6,"expected_fill_days":26,"reasons":["conf:2","velocity","win:early","comp:brand"],"computed_at":"2026-10-27T05:46:45Z"},"pay":null,"html_url":"https://alion.io/job/axis-communications-master-thesis-core-tech-graphics-three-different-ideas","json_url":"https://alion.io/job/axis-communications-master-thesis-core-tech-graphics-three-different-ideas.json","meta":{"generated_at":"2026-10-27T14:41:29Z","cache_seconds":300,"methodology":"https://alion.io/methodology","terms":"https://alion.io/terms","contact":"https://alion.io/contact","api":"https://alion.io/developers","about":"Alion is a live layer of people, companies and AI agents: who they are, whether they are real and active right now, what they do and how to work with them, readable by people and by agents and paid per call.","catalog":"https://alion.io/catalog.json","usage":{"tier":"crawler_verified","counted_by":"address","units_charged":1,"used_today":3353,"day_limit":null,"remaining_today":null,"minute_limit":300,"resets_at":"2026-10-28T00:00:00Z"}},"offers":[{"id":"company.slices","title":"One company in depth, by slice","status":"live","price":{"credits":0.02,"usd":0.002,"plus_per_slice":{"credits":0.05,"usd":0.005}},"unit":"per company, plus each slice with data","note":"the employer in depth","call":{"mcp_tool":"get_company","arguments":{"id":4200},"rest":"https://alion.io/mcp/rest/get_company?id=4200"},"human":"https://alion.io/catalog?offer=company.slices&for=job%2Faxis-communications-master-thesis-core-tech-graphics-three-different-ideas"},{"id":"market.stats","title":"A market slice: pay, demand and time to fill","status":"live","price":{"credits":1,"usd":0.1},"unit":"per slice","note":"pay, demand and time to fill for this role and place","call":{"mcp_tool":"market_stats"},"human":"https://alion.io/catalog?offer=market.stats&for=job%2Faxis-communications-master-thesis-core-tech-graphics-three-different-ideas"},{"id":"job.search","title":"Open jobs by role, technology, place, pay and visa","status":"live","price":{"credits":0.02,"usd":0.002},"unit":"per posting in a list","note":"similar open postings","call":{"mcp_tool":"search_jobs"},"human":"https://alion.io/catalog?offer=job.search&for=job%2Faxis-communications-master-thesis-core-tech-graphics-three-different-ideas"},{"id":"company.verify","title":"Is this company real and active right now","status":"pilot","price":null,"unit":"per company","request":{"url":"https://alion.io/catalog/request","method":"POST","body":"{\"offer\": \"company.verify\", \"for\": \"job/axis-communications-master-thesis-core-tech-graphics-three-different-ideas\", \"note\": \"what you need it for\"}"},"human":"https://alion.io/catalog?offer=company.verify&for=job%2Faxis-communications-master-thesis-core-tech-graphics-three-different-ideas"}]}