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Nico Hezel

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Journal Articles

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2024
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Lucia Vadicamo, Rahel Arnold, Werner Bailer, Fabio Carrara, Cathal Gurrin, Nico Hezel, Xinghan Li, Jakub Lokoc, Sebastian Lubos, Zhixin Ma, Nicola Messina, Thao-Nhu Nguyen, Ladislav Peska, Luca Rossetto, Loris Sauter, Klaus Schöffmann, Florian Spiess, Minh-Triet Tran, Stefanos Vrochidis:
Evaluating Performance and Trends in Interactive Video Retrieval: Insights From the 12th VBS Competition. IEEE Access 12: 79342-79366 (2024)
2023
[j1]
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Kai Uwe Barthel, Nico Hezel, Jung-Hyun Kim, Konstantin Schall:
Improved Evaluation and Generation Of Grid Layouts Using Distance Preservation Quality and Linear Assignment Sorting. Comput. Graph. Forum 42(1): 261-276 (2023)

Conference and Workshop Papers

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2024
[c26]
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Nico Hezel, Konstantin Schall, Bruno Schilling, Klaus Jung, Kai Uwe Barthel:
Libro - Lifelog Search Browser. LSC@ICMR 2024: 70-75
[c25]
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Nico Hezel, Kai Uwe Barthel, Konstantin Schall, Klaus Jung:
An Exploration Graph with Continuous Refinement for Efficient Multimedia Retrieval. ICMR 2024: 657-665
[c24]
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Kai Uwe Barthel, Florian Tim Barthel, Peter Eisert, Nico Hezel, Konstantin Schall:
Creating Sorted Grid Layouts with Gradient-based Optimization. ICMR 2024: 1199-1206
[c23]
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Konstantin Schall, Nico Hezel, Kai Uwe Barthel, Klaus Jung:
Optimizing the Interactive Video Retrieval Tool Vibro for the Video Browser Showdown 2024. MMM (4) 2024: 364-371
[c22]
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Konstantin Schall, Kai Uwe Barthel, Nico Hezel, Klaus Jung:
Optimizing CLIP Models for Image Retrieval with Maintained Joint-Embedding Alignment. SISAP 2024: 97-110
[c21]
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Nico Hezel, Bruno Schilling, Kai Uwe Barthel, Konstantin Schall, Klaus Jung:
Adapting the Exploration Graph for High Throughput in Low Recall Regimes. SISAP 2024: 283-290
2023
[c20]
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Konstantin Schall, Kai Uwe Barthel, Nico Hezel, Klaus Jung:
Improving Image Encoders for General-Purpose Nearest Neighbor Search and Classification. ICMR 2023: 57-66
[c19]
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Kai Uwe Barthel, Nico Hezel, Konstantin Schall, Klaus Jung:
navigu.net: NAvigation in Visual Image Graphs gets User-friendly. ICMR 2023: 654-658
[c18]
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Konstantin Schall, Nico Hezel, Klaus Jung, Kai Uwe Barthel:
Vibro: Video Browsing with Semantic and Visual Image Embeddings. MMM (1) 2023: 665-670
2022
[c17]
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Konstantin Schall, Kai Uwe Barthel, Nico Hezel, Klaus Jung:
GPR1200: A Benchmark for General-Purpose Content-Based Image Retrieval. MMM (1) 2022: 205-216
[c16]
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Klaus Jung, Kai Uwe Barthel, Nico Hezel, Konstantin Schall:
PicArrange - Visually Sort, Search, and Explore Private Images on a Mac Computer. MMM (2) 2022: 452-457
[c15]
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Nico Hezel, Konstantin Schall, Klaus Jung, Kai Uwe Barthel:
Efficient Search and Browsing of Large-Scale Video Collections with Vibro. MMM (2) 2022: 487-492
2021
[c14]
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Nico Hezel, Konstantin Schall, Klaus Jung, Kai Uwe Barthel:
Video Search with Sub-Image Keyword Transfer Using Existing Image Archives. MMM (2) 2021: 484-489
2019
[c13]
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Kai Uwe Barthel, Nico Hezel, Konstantin Schall, Klaus Jung:
Real-Time Visual Navigation in Huge Image Sets Using Similarity Graphs. ACM Multimedia 2019: 2202-2204
[c12]
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Nico Hezel, Kai Uwe Barthel, Konstantin Schall, Klaus Jung:
Visual Navigation of Large Image Graphs. MMSP 2019: 1
[c11]
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Konstantin Schall, Kai Uwe Barthel, Nico Hezel, Klaus Jung:
Deep Aggregation of Regional Convolutional Activations for Content Based Image Retrieval. MMSP 2019: 1-6
[c10]
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Konstantin Schall, Kai Uwe Barthel, Nico Hezel, Klaus Jung:
Deep Metric Learning using Similarities from Nonlinear Rank Approximations. MMSP 2019: 1-6
2018
[c9]
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Nico Hezel, Kai Uwe Barthel:
Dynamic Construction and Manipulation of Hierarchical Quartic Image Graphs. ICMR 2018: 513-516
[c8]
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Nico Hezel, Kai Uwe Barthel, Klaus Jung:
ImageX - Explore and Search Local/Private Images. MMM (2) 2018: 372-376
[c7]
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Kai Uwe Barthel, Nico Hezel, Klaus Jung:
Fusing Keyword Search and Visual Exploration for Untagged Videos. MMM (2) 2018: 413-418
2017
[c6]
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Kai Uwe Barthel, Nico Hezel, Klaus Jung:
Visually Browsing Millions of Images Using Image Graphs. ICMR 2017: 475-479
[c5]
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Kai Uwe Barthel, Nico Hezel:
Graph Navigation for Exploring Very Large Image Collections. VISIGRAPP (5: VISAPP) 2017: 411-416
2016
[c4]
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Kai Uwe Barthel, Nico Hezel, Radek Mackowiak:
Navigating a Graph of Scenes for Exploring Large Video Collections. MMM (2) 2016: 418-423
2015
[c3]
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Christoph Jansen, Radek Mackowiak, Nico Hezel, Moritz Ufer, Gregor Altstadt, Kai Uwe Barthel:
Reconstructing Missing Areas in Facial Images. ISM 2015: 323-326
[c2]
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Kai Uwe Barthel, Nico Hezel, Radek Mackowiak:
Graph-Based Browsing for Large Video Collections. MMM (2) 2015: 237-242
[c1]
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Kai Uwe Barthel, Nico Hezel, Radek Mackowiak:
ImageMap - Visually Browsing Millions of Images. MMM (2) 2015: 287-290

Informal and Other Publications

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2024
[i8]
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  - journals/corr/abs-2409-01936
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Konstantin Schall, Kai Uwe Barthel, Nico Hezel, Klaus Jung:
Optimizing CLIP Models for Image Retrieval with Maintained Joint-Embedding Alignment. CoRR abs/2409.01936 (2024)
2023
[i7]
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  - journals/corr/abs-2307-10479
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Nico Hezel, Kai Uwe Barthel, Konstantin Schall, Klaus Jung:
Fast Approximate Nearest Neighbor Search with a Dynamic Exploration Graph using Continuous Refinement. CoRR abs/2307.10479 (2023)
2022
[i6]
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  - journals/corr/abs-2205-04255
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Kai Uwe Barthel, Nico Hezel, Klaus Jung, Konstantin Schall:
Improved Evaluation and Generation of Grid Layouts using Distance Preservation Quality and Linear Assignment Sorting. CoRR abs/2205.04255 (2022)
2021
[i5]
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  - journals/corr/abs-2111-13122
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Konstantin Schall, Kai Uwe Barthel, Nico Hezel, Klaus Jung:
GPR1200: A Benchmark for General-Purpose Content-Based Image Retrieval. CoRR abs/2111.13122 (2021)
[i4]
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  - journals/corr/abs-2111-13363
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Klaus Jung, Kai Uwe Barthel, Nico Hezel, Konstantin Schall:
PicArrange - Visually Sort, Search, and Explore Private Images on a Mac Computer. CoRR abs/2111.13363 (2021)
2019
[i3]
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  - journals/corr/abs-1909-09420
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Konstantin Schall, Kai Uwe Barthel, Nico Hezel, Klaus Jung:
Deep Aggregation of Regional Convolutional Activations for Content Based Image Retrieval. CoRR abs/1909.09420 (2019)
[i2]
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  - journals/corr/abs-1909-09427
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Konstantin Schall, Kai Uwe Barthel, Nico Hezel, Klaus Jung:
Deep Metric Learning using Similarities from Nonlinear Rank Approximations. CoRR abs/1909.09427 (2019)
[i1]
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  - journals/corr/abs-1910-06005
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Kai Uwe Barthel, Nico Hezel, Konstantin Schall, Klaus Jung:
Real-Time Visual Navigation in Huge Image Sets Using Similarity Graphs. CoRR abs/1910.06005 (2019)

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