Adel Hafiane

3.3k total citations · 3 hit papers
70 papers, 1.9k citations indexed

About

Adel Hafiane is a scholar working on Computer Vision and Pattern Recognition, Plant Science and Artificial Intelligence. According to data from OpenAlex, Adel Hafiane has authored 70 papers receiving a total of 1.9k indexed citations (citations by other indexed papers that have themselves been cited), including 26 papers in Computer Vision and Pattern Recognition, 17 papers in Plant Science and 15 papers in Artificial Intelligence. Recurrent topics in Adel Hafiane's work include Smart Agriculture and AI (16 papers), Medical Image Segmentation Techniques (12 papers) and Remote Sensing in Agriculture (10 papers). Adel Hafiane is often cited by papers focused on Smart Agriculture and AI (16 papers), Medical Image Segmentation Techniques (12 papers) and Remote Sensing in Agriculture (10 papers). Adel Hafiane collaborates with scholars based in France, United States and Vietnam. Adel Hafiane's co-authors include Raphaël Canals, Mamadou Dian Bah, Kannappan Palaniappan, Guna Seetharaman, Filiz Bunyak, Youssef Es-Saady, Mohamed El Hajji, Pierre Vieyres, Alain Delbos and Rachid Jennane and has published in prestigious journals such as SHILAP Revista de lepidopterología, Scientific Reports and IEEE Transactions on Image Processing.

In The Last Decade

Adel Hafiane

65 papers receiving 1.8k citations

Hit Papers

align trajectories

What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if it has ≥500 total citations, achieves ≥1.5× the top-1% citation threshold for papers in the same subfield and year (this is the minimum needed to enter the top 1%, not the average within it), or reaches the top citation threshold in at least one of its specific research topics.

Vine disease detection in UAV multispectral images using optimized image registration and deep learning segmentation approach

2020 208 citations Adel Hafiane, Raphaël Canals et al. profile →
Computer Vision, IoT and Data Fusion for Crop Disease Detection Using Machine Learning: A Survey and Ongoing Research

2021 159 citations Adel Hafiane, Youssef Es-Saady et al. profile →
Transformer Neural Network for Weed and Crop Classification of High Resolution UAV Images

2022 149 citations Raphaël Canals, Adel Hafiane et al. profile →

Peers — A (Enhanced Table)

Peers by citation overlap · career bar shows stage (early→late) cites · hero ref

Name	h						Papers	Cites
Adel Hafiane France	22	892	462	456	240	232	70	1.9k
Artzai Picón Spain	21	1.1k 1.3×	265 0.6×	928 2.0×	281 1.2×	460 2.0×	61	2.8k
Bo Zhao China	23	335 0.4×	108 0.2×	956 2.1×	398 1.7×	98 0.4×	93	1.9k
Chuanlei Zhang China	17	685 0.8×	139 0.3×	282 0.6×	114 0.5×	289 1.2×	81	1.5k
Verónica Vilaplana Spain	16	441 0.5×	169 0.4×	286 0.6×	95 0.4×	125 0.5×	57	960
S. Arivazhagan India	18	277 0.3×	97 0.2×	1.1k 2.3×	240 1.0×	213 0.9×	143	2.0k
Carlo Gatta Spain	22	239 0.3×	154 0.3×	1.1k 2.3×	167 0.7×	28 0.1×	63	2.0k
Zhiyong Xu China	14	122 0.1×	145 0.3×	300 0.7×	230 1.0×	44 0.2×	62	1.2k
Brajesh Kumar India	17	387 0.4×	92 0.2×	110 0.2×	79 0.3×	189 0.8×	91	1.3k
Guoxiong Zhou China	23	950 1.1×	190 0.4×	310 0.7×	66 0.3×	399 1.7×	83	1.6k
Hao Lü China	28	1.1k 1.3×	638 1.4×	1.1k 2.4×	497 2.1×	380 1.6×	101	2.6k

Countries citing papers authored by Adel Hafiane

Since Specialization

Citations

This map shows the geographic impact of Adel Hafiane's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Adel Hafiane with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Adel Hafiane more than expected).

Fields of papers citing papers by Adel Hafiane

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Adel Hafiane. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Adel Hafiane. The network helps show where Adel Hafiane may publish in the future.

Co-authorship network of co-authors of Adel Hafiane

This figure shows the co-authorship network connecting the top 25 collaborators of Adel Hafiane. A scholar is included among the top collaborators of Adel Hafiane based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Adel Hafiane. Adel Hafiane is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

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20 of 20 papers shown

Hafiane, Adel, et al.. (2025). Decentralized federated learning using validation loss for model sharing in crop disease classification. Ecological Informatics. 90. 103205–103205.

Es-Saady, Youssef, et al.. (2024). Enhancing DeepLabV3+ for aerial image semantic segmentation using weighted upsampling. SPIRE - Sciences Po Institutional REpository. 1–6. 1 indexed citations

Thanh, Le Trung, Karim Abed‐Meraim, Nguyen Linh Trung, & Adel Hafiane. (2024). OPIT: A Simple but Effective Method for Sparse Subspace Tracking in High-Dimension and Low-Sample-Size Context. IEEE Transactions on Signal Processing. 72. 521–534.

Hafiane, Adel, et al.. (2023). Explainability in image captioning based on the latent space. Neurocomputing. 546. 126319–126319. 3 indexed citations

Thanh, Le Trung, et al.. (2023). A novel recursive least-squares adaptive method for streaming tensor-train decomposition with incomplete observations. Signal Processing. 216. 109297–109297. 3 indexed citations

Hafiane, Adel, et al.. (2023). ConvNeXt based semi-supervised approach with consistency regularization for weeds classification. Expert Systems with Applications. 239. 122222–122222. 21 indexed citations

Hafiane, Adel, et al.. (2023). The influence of climatic factors on downy mildew in two vineyards from France and Romania. SHILAP Revista de lepidopterología. 4. 133–140. 1 indexed citations

Hafiane, Adel, et al.. (2023). Image-based crop disease detection with federated learning. Scientific Reports. 13(1). 19220–19220. 28 indexed citations

Thanh, Le Trung, Karim Abed‐Meraim, Nguyen Linh Trung, & Adel Hafiane. (2023). Tracking online low-rank approximations of higher-order incomplete streaming tensors. Patterns. 4(6). 100759–100759. 2 indexed citations

10.

Thanh, Le Trung, Karim Abed‐Meraim, Nguyen Linh Trung, & Adel Hafiane. (2022). A Contemporary and Comprehensive Survey on Streaming Tensor Decomposition. IEEE Transactions on Knowledge and Data Engineering. 35(11). 10897–10921. 26 indexed citations

11.

Thanh, Le Trung, Karim Abed‐Meraim, Nguyen Linh Trung, & Adel Hafiane. (2022). Robust Tensor Tracking With Missing Data and Outliers: Novel Adaptive CP Decomposition and Convergence Analysis. IEEE Transactions on Signal Processing. 70. 4305–4320. 13 indexed citations

12.

Hafiane, Adel, et al.. (2021). Shape constraint function for artery tracking in ultrasound images. Computerized Medical Imaging and Graphics. 93. 101970–101970. 3 indexed citations

13.

Hafiane, Adel, et al.. (2021). A deep learning based multiscale approach to segment the areas of interest in whole slide images. Computerized Medical Imaging and Graphics. 90. 101923–101923. 17 indexed citations

14.

Hafiane, Adel, et al.. (2019). Deep visual nerve tracking in ultrasound images. Computerized Medical Imaging and Graphics. 76. 101639–101639. 24 indexed citations

15.

Hafiane, Adel, et al.. (2018). Adaptive median binary patterns for fully automatic nerves tracking in ultrasound images. Computer Methods and Programs in Biomedicine. 160. 129–140. 18 indexed citations

16.

Hafiane, Adel, et al.. (2017). Texture Classification using Multiple Local Descriptors. 1–7. 6 indexed citations

17.

Hafiane, Adel, Pierre Vieyres, & Alain Delbos. (2014). Phase-based probabilistic active contour for nerve detection in ultrasound images for regional anesthesia. Computers in Biology and Medicine. 52. 88–95. 31 indexed citations

18.

Boiret, Mathieu, et al.. (2014). Application of chemometric algorithms to MALDI mass spectrometry imaging of pharmaceutical tablets. Journal of Pharmaceutical and Biomedical Analysis. 105. 91–100. 36 indexed citations

19.

Hafiane, Adel, et al.. (2012). One dimensional local binary pattern for bone texture characterization. Pattern Analysis and Applications. 17(1). 179–193. 50 indexed citations

20.

Bunyak, Filiz, Adel Hafiane, & Kannappan Palaniappan. (2011). Histopathology Tissue Segmentation by Combining Fuzzy Clustering with Multiphase Vector Level Sets. Advances in experimental medicine and biology. 696. 413–424. 32 indexed citations

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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