The University of Southampton
Telephone:
+442380592405
Email:
H.Kim@soton.ac.uk

Dr Hansung Kim 

Personal homepage

I am an Assistant Professor in the School of Electronics & Computer Science at the University of Southampton. I received the MS and Ph.D degrees in electronic and electrical engineering from Yonsei University, Seoul, Korea, in 2001 and 2005, respectively. I was employed as a researcher of Knowledge Science Lab (KSL) at Advanced Telecommunications Research Institute International (ATR), Japan, from 2005 to 2008, and as a senior research fellow (RA-2) at the Centre for Vision, Speech, and Signal Processing (CVSSP) at the University of Surrey, UK, from 2008 to 2020.

I was involved in EU FP7 IMPART project for multi-modal big data processing as a work package leader in 2012-2015. I lead the computer vision team in the UK EPSRC project - S3A: Future Spatial Audio (2013-2019). I also served as a Principal Investigator for BEIS Global Partnership programme - Intelligent Virtual Reality: Deep Audio-Visual Representation Learning for Multimedia Perception and Reproduction (2017-2019).

Research

Research interests

My researches for last 20 years include 3D computer vision, Stereo image processing, 3D reconstruction, Augmented/Virtual Reality, Multi-modal data processing, Audio-visual data processing and Media production with over 100 published articles in 16 projects. 

Teaching

Computer Vision, Artificial Intelligence, Image Processing, Signal Processing

Publications

Remaggi, L., Kim, H., Jackson, P.J.B., Fazi, F.M. and Hilton, Adrian (2018) Acoustic reflector localization and classification. ICASSP 2018 - 2018 IEEE International Conference on Acoustics, Speech and Signal Processing: ICASSP 2018, Canada. 15 - 19 Apr 2018. pp. 201-205 . (doi:10.1109/ICASSP.2018.8462146).

Woodcock, James, Francombe, Jon, Franck, A., Coleman, P., Hughes, R., Kim, H., Liu, Q., Menzies, D., Simón Gálvez, M.F., Tang, Y., Brookes, T., Davies, W.J., Fazenda, B.M., Mason, R., Cox, T.J., Fazi, F.M., Jackson, P.J.B., Pike, C. and Hilton, A. (2018) A framework for intelligent metadata adaptation in object-based audio. Audio Engineering Society Conference on Spatial Reproduction, Japan. 06 - 09 Aug 2018. pp. 349-359 .

Kim, Hansung, Pabst, Simon, Sneddon, Justin, Waine, Ted, Clifford, Jeff and Hilton, Adrian (2015) Multi-modal big-data management for film production. 2015 IEEE International Conference on Image Processing, Canada. 27 - 30 Sep 2015. pp. 4833-4837 . (doi:10.1109/ICIP.2015.7351725).

Mustafa, Armin, Kim, Hansung, Guillemaut, Jean-Yves and Hilton, Adrian (2015) General dynamic scene reconstruction from multiple view video. 2015 IEEE International Conference on Computer Vision, Chile. 07 - 13 Dec 2015. pp. 900-908 . (doi:10.1109/ICCV.2015.109).

Mustafa, Armin, Kim, Hansung, Guillemaut, Jean-Yves and Hilton, Adrian (2016) Temporally coherent 4D reconstruction of complex dynamic scenes. In 2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR). IEEE. pp. 4660-4669 . (doi:10.1109/CVPR.2016.504).

Kim, Hansung, Evans, Alun, Blat, Josep and Hilton, Adrian (2018) Multimodal visual data registration for web-based visualization in media production. IEEE Transactions on Circuits and Systems for Video Technology, 28 (4), 863 - 877. (doi:10.1109/TCSVT.2016.2642825).

Kim, Hansung, Remaggi, Luca, Jackson, Philip J.B. and Hilton, Adrian (2019) Immersive spatial audio reproduction for VR/AR using room acoustic modelling from 360 images. In 2019 IEEE Conference on Virtual Reality and 3D User Interfaces (VR). IEEE. pp. 120-126 . (doi:10.1109/VR.2019.8798247).

Mustafa, Armin, Kim, Hansung and Hilton, Adrian (2019) MSFD: Multi-scale segmentation based feature detection for wide-baseline scene reconstruction. IEEE Transactions on Image Processing, 28 (3), 1118-1132. (doi:10.1109/TIP.2018.2872906).

Oh, Changjae, Ham, Beomsup, Kim, Hansung, Hilton, Adrian and Sohn, Kwanghoon (2019) OCEAN: Object-centric arranging network for self-supervised visual representations learning. Expert Systems with Applications, 125, 218-292. (doi:10.1016/j.eswa.2019.01.073).

Kim, H., Yang, S.-J. and Sohn, K. (2003) 3D reconstruction of stereo images for interaction between real and virtual worlds. ACM International Symposium on Mixed and Augmented Reality. pp. 169-176 . (doi:10.1109/ISMAR.2003.1240700).

Kim, H. and Sohn, K. (2003) Hierarchical depth estimation for image synthesis in mixed reality. Woods, Andrew J., Merritt, John O., Benton, Stephen A. and Bolas, Mark T. (eds.) In Stereoscopic Displays and Virtual Reality Systems X. SPIE. pp. 544-553 . (doi:10.1117/12.473879).

Kim, H. and Sohn, K. (2003) Hierarchical disparity estimation with energy-based regularization. IEEE International Conference on Image Processing. pp. 373-376 . (doi:10.1109/ICIP.2003.1246976).

Kim, H., Choe, Y. and Sohn, K. (2004) Disparity estimation using a region-dividing technique and energy-based regularization. Optical Engineering, 43 (8), 1882-1890. (doi:10.1117/1.1766299).

Kim, H., Kitahara, I., Kogure, K., Hagita, N. and Sohn, K. (2004) Sat-cam: personal satellite virtual camera (Lecture Notes in Computer Science, , (doi:10.1007/978-3-540-30543-9_12), 3333), vol. 3333, Springer, 8pp.

Min, D., Kim, H., Choi, S. and Sohn, K. (2006) Edge-preserving joint motion disparity estimation in stereo image sequences. Signal Processing: Image Communication, 21 (3), 471-476. (doi:10.1016/j.image.2005.10.003).

Kim, H. and Sohn, K. (2005) 3D reconstruction from stereo images for interactions between real and virtual objects. Signal Processing: Image Communication, 20 (1), 61-75. (doi:10.1016/j.image.2004.10.004).

Kim, H., Min, D., Choi, S., Kim, D. and Sohn, K. (2005) Real-time shape recovery from silhouette and disparity. ACM SIGGRAPH. (doi:10.1145/1186954.1187027).

Kim, H., Choi, S. and Sohn, K. (2005) Real-time depth reconstruction from stereo sequences. Javidi, Bahram, Okano, Fumio and Son, Jung-Young (eds.) In Three-Dimensional TV, Video, and Display IV. SPIE.. (doi:10.1117/12.630397).

Kim, H., Min, D.B. and Sohn, K. (2005) Real-time stereo using foreground segmentation and hierarchical disparity estimation (Lecture Notes in Computer Science, , (doi:10.1007/11581772_34), 3767, 3767), vol. 3767, Springer-Verlag Lecture Notes in Computer Science, 12pp.

Kim, H., Min, D.B., Choi, S. and Sohn, K. (2006) Real-time disparity estimation using foreground segmentation for stereo sequences. Optical Engineering, 45 (3), [037402]. (doi:10.1117/1.2183667).

Jeon, H, Shin, S.Y., Bae, J.S., Kim, Hansung, Lim, J. and Sohn, Kwanghoon (1999) A new laser beam scanning method for 3D display systems using curvature-compensated taperd-cylindrical mirror. 3D Image Conference. 22 Jul 1999.

Kim, Hansung, Kim, S, Son, Jungyoung and Sohn, Kwanghoon (2001) Feature-based disparity estimation for intermediate view reconstruction of multiview images. International Conference on Imaging Science, Systems and Technology. 07 Jun 2001.

Kim, Y., Kim, Hansung, Cho, S., Lee, J. and Sohn, Kwanghoon (2002) Stereo image compression using object-based disparity estimation and compression. International Workshop on Advanced Image Technology. 16 Jan 2002.

Kim, Hansung, Kitahara, I., Kogure, K., Hagita, N. and Sohn, Kwanghoon (2004) Sat-Cam: personal satellite virtual camera. Pacific Rim Conference on Multimedia. 17 Nov 2004.

Kim, H., Kitahara, I., Kogure, K. and Sohn, K. (2006) A real-time 3D modeling system using multiple stereo cameras for free-viewpoint video generation. Campilho, Aurélio and Kamel, Mohamed (eds.) In Image Analysis and Recognition. vol. 4142, Springer-Verlag Lecture Notes in Computer Science. pp. 237-249 . (doi:10.1007/11867661_22).

Kim, H., Kitahara, I., Sakamoto, R. and Kogure, K. (2006) An immersive free-viewpoint video system using multiple outer/inner cameras. 3DPVT. pp. 782-789 . (doi:10.1109/3DPVT.2006.27).

Kim, H., Sakamoto, R., Kitahara, I. and Kogure, K. (2006) From inside and outside: immersive 3D video generation. ACM SIGGRAPH. (doi:10.1145/1179622.1179797).

Kim, H., Sakamoto, R., Kitahara, I. and Kogure, K. (2006) Cinematized reality: cinematographic 3D video system for daily life using multiple outer/inner cameras. IEEE Conference on Computer Vision and Pattern Recognition Workshop (CVPRW'06), New York, NY. (doi:10.1109/CVPRW.2006.53).

Kim, H., Sakamoto, R., Kitahara, I., Orman, N., Toriyama, T. and Kogure, K. (2007) Compensated visual hull for defective segmentation and occlusion. 17th International Conference on Artificial Reality and Telexistence (ICAT 2007), Denmark. 28 - 30 Nov 2007. pp. 210-217 . (doi:10.1109/ICAT.2007.23).

Kim, H., Sakamoto, R., Kitahara, I., Toriyama, T. and Kogure, K. (2007) Reliability-based 3D reconstruction in real environment. ACM International Multimedia Conference and Exhibition. pp. 257-260 . (doi:10.1145/1291233.1291286).

Kim, H., Sakamoto, R., Kitahara, I., Toriyama, T. and Kogure, K. (2007) Robust foreground extraction technique using Gaussian Family model and multiple thresholds (Lecture Notes in Computer Science, , (doi:10.1007/978-3-540-76386-4_72), 4843), vol. 4843, 11pp.

Kim, H., Sakamoto, R., Kitahara, I., Toriyama, T. and Kogure, K. (2007) Robust foreground extraction technique using background subtraction with multiple thresholds. Optical Engineering, 46 (9), [097004]. (doi:10.1117/1.2779022).

Kim, H., Sakamoto, R., Kitahara, I., Toriyama, T. and Kogure, K. (2007) 3D video system for capturing unexpected moments in daily life. In, Javidi, Bahram, Okano, Fumio and Son, Jung-Young (eds.) Three-Dimensional TV, Video, and Display VI. (Proceedings of SPIE, , (doi:10.1117/12.733425), 6778) SPIE (11/06/07) SPIE. (doi:10.1117/12.733425).

Kim, H., Sakamoto, R., Kitahara, I., Toriyama, T. and Kogure, K. (2007) Vitual camera control system for cinematographic 3D video rendering. 3DTV-CON. (doi:10.1109/3DTV.2007.4379412).

Kim, H., Kim, D., Min, D. and Sohn, K. (2008) A 3D modeling and free-view generation system using environmental stereo cameras. International Journal of Imaging Systems and Technology, 17 (6), 367-378. (doi:10.1002/ima.20130).

Kim, H., Sakamoto, R., Kitahara, I., Toriyama, T. and Kogure, K. (2008) Background subtraction using generalised Gaussian family model. Electronics Letters, 44 (3), 189-190. (doi:10.1049/el:20083126).

Kim, H., Sakamoto, R., Kitahara, I., Toriyama, T. and Kogure, K. (2008) Compensated visual hull with GPU-based optimization (Lecture Notes in Computer Science, , (doi:10.1007/978-3-540-89796-5_59), 5353), vol. 5353, 10pp.

Kim, Hansung, Min, D., Choi, S. and Sohn, Kwanghoon (2005) Real-time stereo using foreground segmentation and hierarchical disparity estimation. Pacific Rim Conference on Multimedia. 23 Nov 2005.

Kim, H. and Hilton, Adrian (2008) Region-based foreground extraction. In, IET 5th European Conference on Visual Media Production (CVMP 2008). CVMP (21/11/08) (doi:10.1049/cp:20081068).

Kim, Hansung, Sakamoto, R., Kitahara, I., Toriyama, T. and Kogure, K. (2006) Robust foreground segmentation from color video sequences using background subtraction with multiple thresholds. Korea-Japan Workshop on Pattern Recognition.

Kim, Hansung, Sakamoto, R., Kitahara, I., Toriyama, T. and Kogure, K. (2007) Robust foreground extraction technique using Gaussian Family model and multiple thresholds. Asian Conference on Computer Vision.

Kim, Hansung, Sakamoto, R., Kitahara, I., Toriyama, T. and Kogure, K. (2008) Compensated visual hull with GPU-based optimization. Pacific-Rim Conference on Multimedia.

Orman, N., Kim, Hansung, Sakamoto, R., Kitahara, I., Kogure, T. and Lindeman, Robert (2008) GPU-based optimization of a free-viewpoint video system. Symposium on Interactive 3D graphics and games.

Sarim, M., Hilton, Adrian, Guillemaut, J.-Y. and Kim, H. (2009) Non-parametric natural image matting. 16th IEEE International Conference on Image Processing (ICIP). 07 - 10 Nov 2010. pp. 3213-3216 . (doi:10.1109/ICIP.2009.5414367).

Sohn, K., Kim, H. and Kim, Y. (2009) 3-D video processing for 3-D TV. In, Javidi, Bahram, Okano, Fumio and Son, Jung-Young (eds.) Three-Dimensional Imaging, Visualization, and Display. Springer, pp. 251-278. (doi:10.1007/978-0-387-79335-1_13).

Kim, H. and Hilton, Adrian (2010) Environment modelling using spherical stereo imaging. IEEE 12th International Conference on Computer Vision Workshops, Japan. 27 Sep - 04 Oct 2009. pp. 1534-1541 . (doi:10.1109/ICCVW.2009.5457429).

Kim, H. and Hilton, Adrian (2009) Graph-based foreground extraction in extended color space. 16th IEEE International Conference on Image Processing, Egypt. 07 - 10 Nov 2009. pp. 3221-3224 . (doi:10.1109/ICIP.2009.5414370).

Gkalelis, N., Kim, H., Hilton, Adrian, Nikolaidis, N. and Pitas, I. (2009) The i3DPost multi-view and 3D human action/interaction database. Conference for Visual Media Production, United Kingdom. 12 - 13 Nov 2009. pp. 159-168 . (doi:10.1109/CVMP.2009.19).

Kim, H., Sakamoto, R., Kitahara, I., Toriyama, T. and Kogure, K. (2009) Toward cinematizing our daily lives. Multimedia Tools and Applications, 44 (1), 87-110. (doi:10.1007/s11042-009-0274-z).

Sarim, M., Hilton, Adrian, Guillemaut, J.-Y., Kim, H. and Takai, T. (2010) Multiple view wide-baseline trimap propagation for natural video matting. 7th European Conference on Visual Media Production, United Kingdom. 17 - 18 Nov 2010. pp. 82-91 . (doi:10.1109/CVMP.2010.18).

Sarim, M., Hilton, Adrian, Guillemaut, J.-Y., Takai, T. and Kim, H. (2010) Natural image matting for multiple wide-baseline views. 17th IEEE International Conference on Image Processing, Hong Kong. 25 - 28 Sep 2010. pp. 2233-2236 . (doi:10.1109/ICIP.2010.5651610).

Kim, H. and Hilton, Adrian (2010) PDE-based disparity estimation with occlusion and texture handling for accurate depth recovery from a stereo image pair. 17th IEEE International Conference on Image Processing, Hong Kong. 25 - 28 Sep 2010. pp. 4061-4064 . (doi:10.1109/ICIP.2010.5654067).

Sarim, M., Hilton, Adrian, Guillemaut, J.-Y., Kim, H. and Takai, T. (2010) Wide-baseline multi-view video segmentation for 3D reconstruction. ACM Workshop on 3D Video Processing, Italy. 30 Sep 2010. pp. 13-18 . (doi:10.1145/1877791.1877795).

Kim, H. and Hilton, Adrian (2012) 3D modelling of static environments using multiple spherical stereo. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 6554 LNCS (PART 2), 169-183. (doi:10.1007/978-3-642-35740-4_14).

Kim, H., Guillemaut, J.-Y., Takai, T., Sarim, M. and Hilton, Adrian (2012) Outdoor dynamic 3-D scene reconstruction. IEEE Transactions on Circuits and Systems for Video Technology, 22 (11), 1611-1622. (doi:10.1109/TCSVT.2012.2202185).

Kim, H. and Hilton, Adrian (2013) 3D scene reconstruction from multiple spherical stereo pairs. International Journal of Computer Vision, 104 (1), 94-116. (doi:10.1007/s11263-013-0616-1).

Kim, H. and Hilton, Adrian (2013) Evaluation of 3D feature descriptors for multi-modal data registration. International Conference on 3D Vision, United States. 29 Jun - 01 Jul 2013. pp. 119-126 . (doi:10.1109/3DV.2013.24).

Kim, H. and Hilton, Adrian (2013) Planar urban scene reconstruction from spherical images using facade alignment. IEEE 11th Image, Video and Multidimensional Signal Processing (IVMSP) Workshop, Seoul, Korea, Republic of. 09 - 11 Jun 2013. pp. 1-4 . (doi:10.1109/IVMSPW.2013.6611923).

Kim, H. and Hilton, Adrian (2014) Hybrid 3D feature description and matching for multi-modal data registration. IEEE International Conference on Image Processing, France. 27 - 30 Oct 2014. pp. 3493-3497 . (doi:10.1109/ICIP.2014.7025709).

Kim, H. and Hilton, Adrian (2015) Block world reconstruction from spherical stereo image pairs. Computer Vision and Image Understanding, 139, 104-121. (doi:10.1016/j.cviu.2015.04.001).

Solony, M., Imre, E., Ila, V., Polok, L., Kim, H. and Zemcik, P. (2015) Fast and accurate refinement method for 3D reconstruction from stereo spherical images. 10th International Conference on Computer Vision Theory and Applications, Germany. 11 - 14 Mar 2015. pp. 575-583 .

Blat, J., Evans, A., Agenjo, J., Kim, H., Imre, E., Hilton, Adrian, Tefas, A., Nikolaidis, N., Pitas, I., Polok, L., Smrz, P. and Zemcik, P. (2015) IMPART: Big media data processing and analysis for film production. 2009 IEEE International Conference on Multimedia and Expo Workshops, Italy. 29 Jun - 03 Jul 2015. pp. 1-5 . (doi:10.1109/ICMEW.2015.7169822).

Mustafa, Armin, Kim, Hansung and Hilton, Adrian (2016) 4D match trees for non-rigid surface alignment. Leibe, B, Matas, J., Sebe, N. and Welling, M. (eds.) In Computer Vision – ECCV 2016. vol. 9905, Springer. pp. 213-229 . (doi:10.1007/978-3-319-46448-0_13).

Blat, J., Evans, A., Kim, H., Imre, E., Polok, L., Ila, V., Nikolaidis, N., Zemčík, P., Tefas, A., Smrž, P., Hilton, Adrian and Pitas, I. (2016) Big data analysis for media production. Proceedings of the IEEE, 104 (11), 2085-2113. (doi:10.1109/JPROC.2015.2496111).

Kim, H., de Campos, Teofilo and Hilton, Adrian (2016) Room layout estimation with object and material attributes information using a spherical camera. In 2016 Fourth International Conference on 3D Vision (3DV). IEEE. pp. 519-527 . (doi:10.1109/3DV.2016.83).

Kim, H., Hughes, R.J., Remaggi, L., Jackson, P.J.B., Hilton, A., Cox, T.J. and Shirley, B.G. (2017) Acoustic room modelling using a spherical camera for reverberant spatial audio objects. 142nd Audio Engineering Society International Convention, Germany. 20 - 23 May 2017.

Fowler, S., Kim, H. and Hilton, A. (2017) Towards complete scene reconstruction from single-view depth and human motion. British Machine Vision Conference, United Kingdom. 04 - 07 Sep 2017.

Kim, H., Remaggi, L., Jackson, P.J., Fazi, F.M. and Hilton, A. (2018) 3D room geometry reconstruction using audio-visual sensors. In 2017 International Conference on 3D Vision (3DV). IEEE. pp. 621-629 . (doi:10.1109/3DV.2017.00076).

Kim, Hansung, Remaggi, Luca, Jackson, P.J.B. and Hilton, Adrian (2020) Immersive virtual reality audio rendering adapted to the listener and the room. In, Magnor, M and Sorkin-Hornung, A (eds.) Real VR – Immersive Digital Reality. (Lecture Notes in Computer Science, , (doi:10.1007/978-3-030-41816-8_13), 11900) Cham. Springer, pp. 293-318. (doi:10.1007/978-3-030-41816-8_13).

Shere, M., Kim, Hansung and Hilton, Adrian (2019) 3D human pose estimation from multi person stereo 360 scenes. IEEE Conference on Computer Vision and Pattern Recognition Workshop, United States. 16 Jun 2019 - 20 Jun 2020 .

Hilton, Adrian, Kang, H.-G., Kim, H. and Sohn, K. (2018) AVSU: Workshop on audio-visual scene understanding for immersive multimedia. In MM '18: Proceedings of the 26th ACM international conference on Multimedia. ACM. pp. 2122-2124 . (doi:10.1145/3240508.3243725).

Remaggi, L., Kim, H., Jackson, P.J.B. and Hilton, A. (2018) An audio-visual method for room boundary estimation and material recognition. In AVSU'18: Proceedings of the 2018 Workshop on Audio-Visual Scene Understanding for Immersive Multimedia. ACM. pp. 3-9 . (doi:10.1145/3264869.3264876).

Takeuchi, O., Shishido, H., Kameda, Y., Kim, H. and Kitahara, I. (2018) Generation method for immersive bullet-time video using an omnidirectional camera in VR platform. In AVSU'18: Proceedings of the 2018 Workshop on Audio-Visual Scene Understanding for Immersive Multimedia. ACM. pp. 19-26 . (doi:10.1145/3264869.3264872).

Fowler, S., Kim, H. and Hilton, A. (2018) Human-centric scene understanding from single view 360 video. In 10.1109/3DV.2018.00046. IEEE. pp. 334-342 . (doi:10.1109/3DV.2018.00046).

Takeuchi, O., Shishido, H., Kameda, Y., Kim, H. and Kitahara, I. (2020) Image-quality improvement of omnidirectional free-viewpoint images by generative adversarial networks. International Conference on Computer Vision Theory and Applications: VISAPP 2020, Malta. 27 - 29 Feb 2020. pp. 299-306 .

Remaggi, Luca, Kim, Hansung, Neidhardt, A., Hilton, Adrian and Jackson, P.J.B. (2019) Perceived quality and spatial impression of room reverberation in VR reproduction from measured images and acoustics. 23rd International Congress on Acoustics, integrating 4th EAA Euroregio 2019, Eurogress Aachen, Germany. 09 - 13 Sep 2019.

Remaggi, L., Kim, H., Jackson, P.J.B. and Hilton, A. (2019) Reproducing real world acoustics in virtual reality using spherical cameras. 2019 AES International Conference on Immersive and Interactive Audio: Creating the Next Dimension of Sound Experience, United Kingdom. 27 - 29 Mar 2019.

Kim, Hansung, Remaggi, Luca, Jackson, P.J.B. and Hilton, Adrian (2019) Spatial audio reproduction system for VR using 360 cameras. 12th Asia Pacific Workshop on Mixed and Augmented Reality, Japan. 28 - 29 Mar 2019.

Dourado, A., Kim, H., de Campos, T. and Hilton, A. (2020) Semantic scene completion from a single 360-degree image and depth map. International Conference on Computer Vision Theory and Applications: VISAPP 2020, Malta. 27 - 29 Feb 2020. pp. 36-46 .

Shishido, H., Kim, H. and Kitahara, I. (2019) Super long interval time-lapse image generation for proactive preservation of cultural heritage using crowdsourcing. In 2019 IEEE International Conference on Big Data (Big Data). IEEE. pp. 4632-4637 . (doi:10.1109/BigData47090.2019.9006399).

Kim, H. and Hilton, Adrian (2015) Influence of colour and feature geometry on multi-modal 3D point clouds data registration. 2nd International Conference on 3D Vision, Japan. 08 - 11 Dec 2014. pp. 202-209 . (doi:10.1109/3DV.2014.51).

Pabst, S., Kim, H., Polok, L., Ila, V., Waine, T., Hilton, Adrian and Clifford, J. (2015) Jigsaw: multi-modal big data management in digital film production. Special Interest Group on Computer Graphics and Interactive Techniques Conference: SIGGRAPH'15, United States. (doi:10.1145/2787626.2792617).

Mustafa, A., Kim, H., Imre, E. and Hilton, Adrian (2015) Segmentation based features for wide-baseline multi-view reconstruction. International Conference on 3D Vision, France. 19 - 22 Oct 2015. pp. 282-290 . (doi:10.1109/3DV.2015.39).

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