19 citations · 24 across the 5 of their papers we have counts for
6 papers
SVF-CR: Synchronized Visual-Facial Cross-Refinement for Multimodal Ambivalence and Hesitancy Recognition
Hyein Park, Namho Kim, Junhwa Kim
Ambivalence and hesitancy are subtle behavioral states that are expressed through a combination of verbal content, facial behavior, visual context, and acoustic cues. Effective rec…
WaymoQA: A Multi-View Visual Question Answering Dataset for Safety-Critical Reasoning in Autonomous Driving
Seungjun Yu, Seonho Lee, Namho Kim +5
Recent advancements in multimodal large language models (MLLMs) have shown strong understanding of driving scenes, drawing interest in their application to autonomous driving. Howe…
Multimodal Alignment with Cross-Attentive GRUs for Fine-Grained Video Understanding
Namho Kim, Junhwa Kim
Fine-grained video classification requires understanding complex spatio-temporal and semantic cues that often exceed the capacity of a single modality. In this paper, we propose a…
Multi Modal Facial Expression Recognition with Transformer-Based Fusion Networks and Dynamic Sampling
Jun-Hwa Kim, Namho Kim, Chee Sun Won
Facial expression recognition is an essential task for various applications, including emotion detection, mental health analysis, and human-machine interactions. In this paper, we…
Machine vision for vial positioning detection toward the safe automation of material synthesis
Leslie Ching Ow Tiong, Hyuk Jun Yoo, Na Yeon Kim +3
Although robot-based automation in chemistry laboratories can accelerate the material development process, surveillance-free environments may lead to dangerous accidents primarily…
Facial Expression Recognition with Swin Transformer
Jun-Hwa Kim, Namho Kim, Chee Sun Won
The task of recognizing human facial expressions plays a vital role in various human-related systems, including health care and medical fields. With the recent success of deep lear…