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Luca Zedda

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2020 – today

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2024
[j4]
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Luca Zedda, Andrea Loddo, Cecilia Di Ruberto:
A deep architecture based on attention mechanisms for effective end-to-end detection of early and mature malaria parasites. Biomed. Signal Process. Control. 94: 106289 (2024)
[j3]
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Andrea Loddo, Davide Ghiani, Alessandra Perniciano, Luca Zedda, Barbara Pes, Cecilia Di Ruberto:
An Anomaly Detection Approach to Determine Optimal Cutting Time in Cheese Formation. Inf. 15(6): 360 (2024)
[j2]
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Luca Zedda, Alessandra Perniciano, Andrea Loddo, Cecilia Di Ruberto:
Understanding cheese ripeness: An artificial intelligence-based approach for hierarchical classification. Knowl. Based Syst. 295: 111833 (2024)
[c10]
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  - conf/semeval/ZeddaPLRSA24
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Luca Zedda, Alessandra Perniciano, Andrea Loddo, Cecilia Di Ruberto, Manuela Sanguinetti, Maurizio Atzori:
Snarci at SemEval-2024 Task 4: Themis Model for Binary Classification of Memes. SemEval@NAACL 2024: 853-858
[c9]
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  - conf/visigrapp/ZeddaLR24
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Luca Zedda, Andrea Loddo, Cecilia Di Ruberto:
SAMMI: Segment Anything Model for Malaria Identification. VISIGRAPP (3): VISAPP 2024: 367-374
[c8]
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  - conf/wacv/KieferZKPTWMYHJKMHSSHZCLXCLWZLRVNHPYFT24
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Benjamin Kiefer, Lojze Zust, Matej Kristan, Janez Pers, Matija Tersek, Arnold Wiliem, Martin Messmer, Cheng-Yen Yang, Hsiang-Wei Huang, Zhongyu Jiang, Heng-Cheng Kuo, Jie Mei, Jenq-Neng Hwang, Daniel Stadler, Lars Sommer, Kaer Huang, Aiguo Zheng, Weitu Chong, Kanokphan Lertniphonphan, Jun Xie, Feng Chen, Jian Li, Zhepeng Wang, Luca Zedda, Andrea Loddo, Cecilia Di Ruberto, Tuan-Anh Vu, Hai Nguyen-Truong, Tan-Sang Ha, Quan-Dung Pham, Sai-Kit Yeung, Yuan Feng, Nguyen Thanh Thien, Lixin Tian, Sheng-Yao Kuan, Yuan-Hao Ho, Ángel Bueno Rodríguez, Borja Carrillo-Perez, Alexander Klein, Antje Alex, Yannik Steiniger, Felix Sattler, Edgardo Solano-Carrillo, Matej Fabijanic, Magdalena Sumunec, Nadir Kapetanovic, Andreas Michel, Wolfgang Gross, Martin Weinmann:
2^nd Workshop on Maritime Computer Vision (MaCVi) 2024: Challenge Results. WACV (Workshops) 2024: 869-891
2023
[j1]
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  - journals/jimaging/ZeddaLR23
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Luca Zedda, Andrea Loddo, Cecilia Di Ruberto:
YOLO-PAM: Parasite-Attention-Based Model for Efficient Malaria Detection. J. Imaging 9(12): 266 (2023)
[c7]
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Luca Zedda, Alessandra Perniciano, Andrea Loddo, Barbara Pes:
TECD: A Transformer Encoder Convolutional Decoder for High-Dimensional Biomedical Data. ICCSA (Workshops 1) 2023: 225-240
[c6]
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  - conf/iciap/ZeddaLR23b
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Luca Zedda, Andrea Loddo, Cecilia Di Ruberto:
MTANet: Multi-Type Attention Ensemble for Malaria Parasite Detection. ICIAP Workshops (2) 2023: 59-70
[c5]
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Luca Zedda, Andrea Loddo, Cecilia Di Ruberto:
Hierarchical Pretrained Backbone Vision Transformer for Image Classification in Histopathology. ICIAP (2) 2023: 223-234
[c4]
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  - conf/iciap/ZeddaLR23a
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Luca Zedda, Andrea Loddo, Cecilia Di Ruberto:
FIRESTART: Fire Ignition Recognition with Enhanced Smoothing Techniques and Real-Time Tracking. ICIAP Workshops (1) 2023: 282-293
[c3]
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Benjamin Kiefer, Matej Kristan, Janez Pers, Lojze Zust, Fabio Poiesi, Fabio Augusto de Alcantara Andrade, Alexandre Bernardino, Matthew Dawkins, Jenni Raitoharju, Yitong Quan, Adem Atmaca, Timon Höfer, Qiming Zhang, Yufei Xu, Jing Zhang, Dacheng Tao, Lars Sommer, Raphael Spraul, Hangyue Zhao, Hongpu Zhang, Yanyun Zhao, Jan Lukas Augustin, Eui-ik Jeon, Impyeong Lee, Luca Zedda, Andrea Loddo, Cecilia Di Ruberto, Sagar Verma, Siddharth Gupta, Shishir Muralidhara, Niharika Hegde, Daitao Xing, Nikolaos Evangeliou, Anthony Tzes, Vojtech Bartl, Jakub Spanhel, Adam Herout, Neelanjan Bhowmik, Toby P. Breckon, Shivanand Kundargi, Tejas Anvekar, Ramesh Ashok Tabib, Uma Mudengudi, Arpita Vats, Yang Song, Delong Liu, Yonglin Li, Shuman Li, Chenhao Tan, Long Lan, Vladimir Somers, Christophe De Vleeschouwer, Alexandre Alahi, Hsiang-Wei Huang, Cheng-Yen Yang, Jenq-Neng Hwang, Pyong-Kun Kim, Kwangju Kim, Kyoungoh Lee, Shuai Jiang, Haiwen Li, Zheng Ziqiang, Tuan-Anh Vu, Hai Nguyen-Truong, Sai-Kit Yeung, Zhuang Jia, Sophia Yang, Chih-Chung Hsu, Xiu-Yu Hou, Yu-An Jhang, Simon Yang, Mau-Tsuen Yang:
1^st Workshop on Maritime Computer Vision (MaCVi) 2023: Challenge Results. WACV (Workshops) 2023: 265-302
[i2]
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  - journals/corr/abs-2311-14762
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Benjamin Kiefer, Lojze Zust, Matej Kristan, Janez Pers, Matija Tersek, Arnold Wiliem, Martin Messmer, Cheng-Yen Yang, Hsiang-Wei Huang, Zhongyu Jiang, Heng-Cheng Kuo, Jie Mei, Jenq-Neng Hwang, Daniel Stadler, Lars Sommer, Kaer Huang, Aiguo Zheng, Weitu Chong, Kanokphan Lertniphonphan, Jun Xie, Feng Chen, Jian Li, Zhepeng Wang, Luca Zedda, Andrea Loddo, Cecilia Di Ruberto, Tuan-Anh Vu, Hai Nguyen-Truong, Tan-Sang Ha, Quan-Dung Pham, Sai-Kit Yeung, Yuan Feng, Nguyen Thanh Thien, Lixin Tian, Sheng-Yao Kuan, Yuan-Hao Ho, Ángel Bueno Rodríguez, Borja Carrillo-Perez, Alexander Klein, Antje Alex, Yannik Steiniger, Felix Sattler, Edgardo Solano-Carrillo, Matej Fabijanic, Magdalena Sumunec, Nadir Kapetanovic, Andreas Michel, Wolfgang Gross, Martin Weinmann:
The 2nd Workshop on Maritime Computer Vision (MaCVi) 2024. CoRR abs/2311.14762 (2023)
2022
[c2]
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  - conf/iciap/ZeddaLR22a
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Luca Zedda, Andrea Loddo, Cecilia Di Ruberto:
A Shallow Learning Investigation for COVID-19 Classification. ICIAP Workshops (1) 2022: 326-337
[c1]
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Luca Zedda, Andrea Loddo, Cecilia Di Ruberto:
A Deep Learning Based Framework for Malaria Diagnosis on High Variation Data Set. ICIAP (2) 2022: 358-370
[i1]
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  - journals/corr/abs-2211-13508
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Benjamin Kiefer, Matej Kristan, Janez Pers, Lojze Zust, Fabio Poiesi, Fabio Augusto de Alcantara Andrade, Alexandre Bernardino, Matthew Dawkins, Jenni Raitoharju, Yitong Quan, Adem Atmaca, Timon Höfer, Qiming Zhang, Yufei Xu, Jing Zhang, Dacheng Tao, Lars Sommer, Raphael Spraul, Hangyue Zhao, Hongpu Zhang, Yanyun Zhao, Jan Lukas Augustin, Eui-ik Jeon, Impyeong Lee, Luca Zedda, Andrea Loddo, Cecilia Di Ruberto, Sagar Verma, Siddharth Gupta, Shishir Muralidhara, Niharika Hegde, Daitao Xing, Nikolaos Evangeliou, Anthony Tzes, Vojtech Bartl, Jakub Spanhel, Adam Herout, Neelanjan Bhowmik, Toby P. Breckon, Shivanand Kundargi, Tejas Anvekar, Chaitra Desai, Ramesh Ashok Tabib, Uma Mudengudi, Arpita Vats, Yang Song, Delong Liu, Yonglin Li, Shuman Li, Chenhao Tan, Long Lan, Vladimir Somers, Christophe De Vleeschouwer, Alexandre Alahi, Hsiang-Wei Huang, Cheng-Yen Yang, Jenq-Neng Hwang, Pyong-Kun Kim, Kwangju Kim, Kyoungoh Lee, Shuai Jiang, Haiwen Li, Zheng Ziqiang, Tuan-Anh Vu, Hai Nguyen-Truong, Sai-Kit Yeung, Zhuang Jia, Sophia Yang, Chih-Chung Hsu, Xiu-Yu Hou, Yu-An Jhang, Simon Yang, Mau-Tsuen Yang:
1st Workshop on Maritime Computer Vision (MaCVi) 2023: Challenge Results. CoRR abs/2211.13508 (2022)

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