Search Results - "Banić, Nikola"

Analysis of the Human Protein Atlas Weakly Supervised Single-Cell Classification competition by Le, Trang, Winsnes, Casper F., Axelsson, Ulrika, Xu, Hao, Mohanakrishnan Kaimal, Jayasankar, Mahdessian, Diana, Dai, Shubin, Makarov, Ilya S., Ostankovich, Vladislav, Xu, Yang, Benhamou, Eric, Henkel, Christof, Solovyev, Roman A., Banić, Nikola, Bošnjak, Vito, Bošnjak, Ana, Miličević, Andrija, Ouyang, Wei, Lundberg, Emma

“…While spatial proteomics by fluorescence imaging has quickly become an essential discovery tool for researchers, fast and scalable methods to classify and…”
Get full text

Illumination estimation challenge: The experience of the first 2 years by Ershov, Egor, Savchik, Alex, Semenkov, Ilya, Banić, Nikola, Koščević, Karlo, Subašić, Marko, Belokopytov, Alexander, Terekhin, Arseniy, Senshina, Daria, Nikonorov, Artem, Li, Zhihao, Qian, Yanlin, Buzzelli, Marco, Riva, Riccardo, Bianco, Simone, Schettini, Raimondo, Barron, Jonathan T., Lončarić, Sven, Nikolaev, Dmitry

“…Illumination estimation is the essential step of computational color constancy, one of the core parts of various image processing pipelines of modern digital…”
Get full text

TVOR: Finding Discrete Total Variation Outliers Among Histograms by Banic, Nikola, Elezovic, Neven

“…Pearson's chi-squared test can detect outliers in the data distribution of a given set of histograms. However, in fields such as demographics (for e.g. birth…”
Get full text

NTIRE 2022 Challenge on Night Photography Rendering by Ershov, Egor, Savchik, Alex, Shepelev, Denis, Banic, Nikola, Brown, Michael S., Timofte, Radu, Koscevic, Karlo, Freeman, Michael, Tesalin, Vasily, Bocharov, Dmitry, Semenkov, Illya, Subasic, Marko, Loncaric, Sven, Terekhin, Arseniy, Liu, Shuai, Feng, Chaoyu, Wang, Hao, Zhu, Ran, Li, Yongqiang, Lei, Lei, Li, Zhihao, Yi, Si, Han, Ling-Hao, Wu, Ruiqi, Jin, Xin, Guo, Chunle, Kinli, Furkan, Mentes, Sami, Ozcan, Baris, Kirac, Furkan, Zini, Simone, Rota, Claudio, Buzzelli, Marco, Bianco, Simone, Schettini, Raimondo, Li, Wei, Ma, Yipeng, Wang, Tao, Xu, Ruikang, Song, Fenglong, Chen, Wei-Ting, Yang, Hao-Hsiang, Huang, Zhi-Kai, Chang, Hua-En, Kuo, Sy-Yen, Liang, Zhexin, Zhou, Shangchen, Feng, Ruicheng, Li, Chongyi, Chen, Xiangyu, Song, Binbin, Zhang, Shile, Liu, Lin, Wang, Zhendong, Ryu, Dohoon, Bae, Hyokyoung, Kwon, Taesung, Desai, Chaitra, Akalwadi, Nikhil, Joshi, Amogh, Mandi, Chinmayee, Malagi, Sampada, Uppin, Akash, Sudheer Reddy, Sai, Ashok Tabib, Ramesh, Patil, Ujwala, Mudenagudi, Uma

“…This paper reviews the NTIRE 2022 challenge on night photography rendering. The challenge solicited solutions that processed RAW camera images captured in…”
Get full text

Green Stability Assumption: Unsupervised Learning for Statistics-Based Illumination Estimation by Banić, Nikola, Lončarić, Sven

“…In the image processing pipeline of almost every digital camera, there is a part for removing the influence of illumination on the colors of the image scene…”
Get full text

Improving the white patch method by subsampling by Banic, Nikola, Loncaric, Sven

“…In this paper an improvement of the white patch method, a color constancy algorithm, is proposed. The improved method is tested on several benchmark databases…”
Get full text

NTIRE 2023 Challenge on Night Photography Rendering by Shutova, Alina, Ershov, Egor, Perevozchikov, Georgy, Ermakov, Ivan, Banic, Nikola, Timofte, Radu, Collins, Richard, Efimova, Maria, Terekhin, Arseniy, Zini, Simone, Rota, Claudio, Buzzelli, Marco, Bianco, Simone, Schettini, Raimondo, Lei, Chunxia, Wang, Tingniao, Wang, Song, Liu, Shuai, Feng, Chaoyu, Shao, Guangqi, Wang, Hao, Wang, Xiaotao, Lei, Lei, Xu, Lu, Zhang, Chao, Wang, Yasi, Guo, Jin, Sun, Yangfan, Liu, Tianli, Hao, Dejun, Kinli, Furkan, Ozcan, Baris, Kirac, Furkan, Chung, Hyerin, Lee, Nakyung, Kwak, Sung Keun, Conde, Marcos, Seizinger, Tim, Vasluianu, Florin, Elezabi, Omar, Hsieh, Chia-Hsuan, Chen, Wei-Ting, Yang, Hao-Hsiang, Huang, Zhi-Kai, Chang, Hua-En, Chen, I-Hsiang, Chen, Yi-Chung, Chiang, Yuan-Chun

“…This paper presents a review of the NTIRE 2023 challenge on night photography rendering. The goal of the challenge was to find solutions that process raw…”
Get full text

The Cube++ Illumination Estimation Dataset by Ershov, Egor, Savchik, Alexey, Semenkov, Illya, Banic, Nikola, Belokopytov, Alexander, Senshina, Daria, Koscevic, Karlo, Subasic, Marko, Loncaric, Sven

“…Computational color constancy has the important task of reducing the influence of the scene illumination on the object colors. As such, it is an essential part…”
Get full text

Light Random Sprays Retinex: Exploiting the Noisy Illumination Estimation by Banic, Nikola, Loncaric, Sven

“…In this letter, Light Random Sprays Retinex (LRSR), an improvement of the Random Sprays Retinex (RSR) algorithm is proposed. RSR is a white balancing algorithm…”
Get full text

Illumination estimation challenge: The experience of the first 2years by Ershov, Egor, Savchik, Alex, Semenkov, Ilya, Banić, Nikola, Koščević, Karlo, Subašić, Marko, Belokopytov, Alexander, Terekhin, Arseniy, Senshina, Daria, Nikonorov, Artem, Li, Zhihao, Qian, Yanlin, Buzzelli, Marco, Riva, Riccardo, Bianco, Simone, Schettini, Raimondo, Barron, Jonathan T, Lončarić, Sven, Nikolaev, Dmitry

“…Illumination estimation is the essential step of computational color constancy, one of the core parts of various image processing pipelines of modern digital…”
Get full text

Color Cat: Remembering Colors for Illumination Estimation by Banic, Nikola, Loncaric, Sven

“…Having images look the same regardless of the scene illumination is a desirable feature called color constancy. In this paper the Color Cat (CC), a novel fast…”
Get full text

Reply to Comment on "TVOR: Finding Discrete Total Variation Outliers among Histograms" by Banić, Nikola, Elezović, Neven

“…In this paper, we respond to a critique of one of our papers previously published in this journal, entitled "TVOR: Finding Discrete Total Variation Outliers…”
Get full text

Puma: A high-quality retinex-based tone mapping operator by Banic, Nikola, Loncaric, Sven

“…Tone mapping is the process of compressing high dynamic range (HDR) images to obtain low dynamic range (LDR) images in order to display them on standard…”
Get full text

TVOR: Finding Discrete Total Variation Outliers among Histograms by Banić, Nikola, Elezović, Neven

“…Pearson's chi-squared test can detect outliers in the data distribution of a given set of histograms. However, in fields such as demographics (for e.g. birth…”
Get full text

Color Rabbit: Guiding the distance of local maximums in illumination estimation by Banic, Nikola, Loncaric, Sven

“…In this paper the Color Rabbit (CR), a new low-level statistics-based color constancy algorithm for illumination estimation is proposed and tested. Based on…”
Get full text

HD-RACE: Spray-based Local Tone Mapping Operator by Koscevic, Karlo, Stipetic, Vedran, Provenzi, Edoardo, Banic, Nikola, Subasic, Marko, Loncaric, Sven

“…In this paper, a local tone mapping operator is proposed. It is based on the theory of sprays introduced in the Random Sprays Retinex algorithm, a white…”
Get full text

Green Stability Assumption: Unsupervised Learning for Statistics-Based Illumination Estimation by Banić, Nikola, Lončarić, Sven

“…In the image processing pipeline of almost every digital camera there is a part dedicated to computational color constancy i.e. to removing the influence of…”
Get full text

Firefly: A hardware-friendly real-time local brightness adjustment method by Banic, Nikola, Loncaric, Sven

“…Brightness adjustment is an important part of image enhancement, but some of the best brightness adjustment methods in terms of result quality are too complex…”
Get full text

Unsupervised Learning for Color Constancy by Banić, Nikola, Koščević, Karlo, Lončarić, Sven

“…Most digital camera pipelines use color constancy methods to reduce the influence of illumination and camera sensor on the colors of scene objects. The highest…”
Get full text

CroP: Color Constancy Benchmark Dataset Generator by Banić, Nikola, Koščević, Karlo, Subašić, Marko, Lončarić, Sven

“…Implementing color constancy as a pre-processing step in contemporary digital cameras is of significant importance as it removes the influence of scene…”
Get full text