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20082026
most citedAnabranch Network for Camouflaged Object Segmentation

753 citations

Showing 2025 · cs.CVShow all

10 papers · 2 filters

cs.CV2025

Fusionista2.0: Efficiency Retrieval System for Large-Scale Datasets

Huy M. Le, Dat Tien Nguyen, Phuc Binh Nguyen +8

The Video Browser Showdown (VBS) challenges systems to deliver accurate results under strict time constraints. To meet this demand, we present Fusionista2.0, a streamlined video re…

cs.CV2025

Towards Reliable Human Evaluations in Gesture Generation: Insights from a Community-Driven State-of-the-Art Benchmark

Rajmund Nagy, Hendric Voss, Thanh Hoang-Minh +18

We review human evaluation practices in automatic, speech-driven 3D gesture generation and find a lack of standardisation and frequent use of flawed experimental setups. This leads…

cs.CV2025★ 3 cited

SHREC 2025: Protein surface shape retrieval including electrostatic potential

Taher Yacoub, Camille Depenveiller, Atsushi Tatsuma +25

This SHREC 2025 track dedicated to protein surface shape retrieval involved 9 participating teams. We evaluated the performance in retrieval of 15 proposed methods on a large datas…

cs.CV2025★ 2 cited

ReCap: Event-Aware Image Captioning with Article Retrieval and Semantic Gaussian Normalization

Thinh-Phuc Nguyen, Thanh-Hai Nguyen, Gia-Huy Dinh +3

Image captioning systems often produce generic descriptions that fail to capture event-level semantics which are crucial for applications like news reporting and digital archiving.…

cs.CV2025★ 1 cited

MSC: A Marine Wildlife Video Dataset with Grounded Segmentation and Clip-Level Captioning

Quang-Trung Truong, Yuk-Kwan Wong, Vo Hoang Kim Tuyen Dang +3

Marine videos present significant challenges for video understanding due to the dynamics of marine objects and the surrounding environment, camera motion, and the complexity of und…

cs.CV2025

Multi-Level CLS Token Fusion for Contrastive Learning in Endoscopy Image Classification

Y Hop Nguyen, Doan Anh Phan Huu, Trung Thai Tran +4

We present a unified vision-language framework tailored for ENT endoscopy image analysis that simultaneously tackles three clinically-relevant tasks: image classification, image-to…

cs.CV2025

EVENT-Retriever: Event-Aware Multimodal Image Retrieval for Realistic Captions

Dinh-Khoi Vo, Van-Loc Nguyen, Minh-Triet Tran +1

Event-based image retrieval from free-form captions presents a significant challenge: models must understand not only visual features but also latent event semantics, context, and…

cs.CV2025★ 2 cited

Event-Enriched Image Analysis Grand Challenge at ACM Multimedia 2025

Thien-Phuc Tran, Minh-Quang Nguyen, Minh-Triet Tran +7

The Event-Enriched Image Analysis (EVENTA) Grand Challenge, hosted at ACM Multimedia 2025, introduces the first large-scale benchmark for event-level multimodal understanding. Trad…

cs.CV2025★ 2 cited

Person Re-Identification System at Semantic Level based on Pedestrian Attributes Ontology

Ngoc Q. Ly, Hieu N. M. Cao, Thi T. Nguyen

Person Re-Identification (Re-ID) is a very important task in video surveillance systems such as tracking people, finding people in public places, or analysing customer behavior in…

cs.CV2025★ 2 cited

OpenEvents V1: Large-Scale Benchmark Dataset for Multimodal Event Grounding

Hieu Nguyen, Phuc-Tan Nguyen, Thien-Phuc Tran +4

We introduce OpenEvents V1a large-scale benchmark dataset designed to advance event-centric vision-language understanding. Unlike conventional image captioning and retrieval datase…