Call For Papers

We invite papers from students/academia/industry for the 3rd workshop on High Throughput Vision based Phenotyping at NCVPRIPG 2025 (NIT Srinagar). We invite high-quality papers in the area of plant/animal phenotyping or computer vision for agriculture or on some current ongoing work that presents innovative ideas, methods, and applications in the area of phenotyping using computer vision. We encourage submissions that have interdisciplinary collaborations between machine learning/computer vision and problem domain experts. We especially encourage work where machine learning and in particular representation learning could meaningfully amplify existing efforts for the phenotyping area. 

We invite original research papers that present innovative ideas, methods, and applications in the area of phenotyping using computer vision. HTVP’25 invites previously unpublished and original work.

Topics of Interest

● Detection, multi-scale instance and semantic segmentation.

Farmland pattern classification, detection, and segmentation from agricultural/phenotyping imagery.

● Resources and dataset benchmarks for agricultural imagery based pattern analysis.

● Data fusion of multi/hyper-spectral image data and multi-modal data sources

● Self, semi, and weakly supervised methods for agricultural/phenotyping imagery

● Vision Language Modelling VLMs for agricultural/phenotyping imagery

● Transfer learning and domain adaptation

● Generative AI for plant/animal/microorganisms phenotyping

● 3D modeling and segmentation, UAV based field phenotyping

● Efficient data sampling methods and learning with limited training data or in presence of noisy, sparse, and imbalanced annotations.

● Computer vision applications which promote the study or adoption of sustainable agriculture 

Paper submission instructions

• For your convenience, we have summarized in the “Author Guidelines” document how a proceedings paper should be structured, how elements (headings, figures, references) should be formatted using our predefined styles, etc. We also give some insight on how your paper will be typeset at NCVPRIPG. The PDF of the Authors Guidelines can be downloaded here:Proceedings Guidelines for Authors.

• Authors should prepare the manuscript between 10-15 Pages including references.

• Authors must use the manuscript template specified here. The LaTeX and Word templates can be downloaded from the following links:

Latex Template 

Word Template 

• Authors can use the Proceedings Templates available in the scientific authoring platform Overleaf (Template).

• The proceedings of the conference will be published by Scopus Indexed – Springer in Communications in Computer and Information Science series (CCIS). CCIS is abstracted/indexed in DBLP, Google Scholar, EI-Compendex, Mathematical Reviews, SCImago, Scopus. CCIS volumes are also generally submitted for inclusion in ISI Proceedings.

• Paper can be submitted at CMT (https://cmt3.research.microsoft.com/User/Login?ReturnUrl=%2FNCVPRIPG2025%2FSubmission%2FIndex). Go to create new submission after login into CMT portal and select the workshop HTVP'25 in the subject areas as shown below.